{
  "schema_version": "1.0",
  "canonical_url": "https://transduction.systems/entries/method_or_methodology_viable_system_model_vsm/",
  "release": "0.35",
  "citation": "Taylor, B. P. (2026). Viable System Model (VSM). The Necessary Tangle, release 0.35. https://transduction.systems/entries/method_or_methodology_viable_system_model_vsm/",
  "licence": "CC BY-SA 4.0 for original atlas text and data; linked works retain their own terms",
  "entry": {
    "id": "method_or_methodology_viable_system_model_vsm",
    "label": "Viable System Model (VSM)",
    "entity_type": "method_or_methodology",
    "description": "The Viable System Model is a management-cybernetic model for examining the functions and communications through which an organisation maintains autonomy, coordination, intelligence, identity and adaptation across recursive levels.",
    "aliases": [
      "VSM",
      "viable systems model"
    ],
    "boundary_ring": "0",
    "inclusion_reason": "seed_corpus",
    "status": "accepted",
    "source_ids": [
      "src_scio_cf_resources_2022",
      "src_beer_diagnosing_system_1985",
      "src_metaphorum_vsm_2026",
      "src_scio_what_vsm_2024"
    ],
    "set_tags": [
      "systems",
      "practice",
      "core_cluster"
    ],
    "espoused_labels": [],
    "observed_clusters": [],
    "canonical_definition": "A management-cybernetic model for diagnosing and designing the functions and communications by which an organisation maintains viable autonomy and cohesion in a changing environment across recursive levels.",
    "valid_from": "",
    "valid_to": "",
    "external_ids": "{}",
    "geographies": [],
    "licence": "",
    "review_status": "research_pass_needs_editor",
    "reviewed_by": "",
    "reviewed_at": "",
    "x": -0.280112,
    "y": -0.008114,
    "canonical_id": "method_or_methodology_viable_system_model_vsm",
    "public_visibility": "public",
    "publication_level": "profile",
    "public_stub_text": "",
    "public_source_count": 3,
    "no_public_link_count": 1
  },
  "profile": {
    "node_id": "method_or_methodology_viable_system_model_vsm",
    "title": "Viable System Model",
    "profile_status": "evidence_deepened_research_pass",
    "canonical_definition": "A management-cybernetic model for diagnosing and designing the functions and communications by which an organisation maintains viable autonomy and cohesion in a changing environment across recursive levels.",
    "summary": "The VSM is a model of the functions and communications needed for an organisation to remain viable in a changing environment. It distinguishes autonomous operations from meta-systemic functions for coordination, internal regulation, intelligence and policy, and applies recursively.",
    "why_it_matters": "The model makes the autonomy-cohesion problem explicit. It asks whether local operations can absorb relevant variety, whether conflicts are damped, whether the whole gains synergy, whether intelligence reaches strategy and whether identity closes the system without suffocating it.",
    "key_distinctions": [
      "function vs department",
      "model vs organisation chart",
      "system-in-focus vs whole legal organisation",
      "autonomy vs independence",
      "System 3 control vs System 4 intelligence",
      "recursion vs hierarchy",
      "diagnosis vs prescriptive blueprint"
    ],
    "historical_lineage": [
      "Beer developed the model from management practice and cybernetics",
      "Brain of the Firm and Heart of Enterprise developed the theory",
      "Diagnosing the System for Organizations provided a diagnostic guide",
      "Cybersyn and later organisational practice extended its application"
    ],
    "logical_antecedents": [
      "regulation",
      "requisite variety",
      "feedback and information channels",
      "organisational recursion",
      "autonomy and cohesion",
      "system-environment distinction"
    ],
    "dependent_subsequents": [
      "VSM diagnosis and design",
      "variety engineering",
      "recursive governance",
      "Team Syntegrity as a related Beer practice"
    ],
    "practice_connections": [
      "start from primary operations and their environments",
      "map actual regulatory work rather than formal boxes",
      "look for missing or overloaded functions",
      "test communication channels for timeliness and capacity",
      "keep diagnosis provisional and observer-aware"
    ],
    "espoused_lineages": [
      "management cybernetics",
      "Stafford Beer",
      "Ashby",
      "Wiener",
      "McCulloch",
      "operations research"
    ],
    "observed_clusters": [],
    "common_misreadings": [
      "five boxes to assign to departments",
      "a universal ideal structure",
      "central control dressed as systems thinking",
      "recursion is just more hierarchy",
      "System 5 is the chief executive",
      "governance is from outside the system"
    ],
    "open_checks": [
      "primary page locators for recursion and requisite variety",
      "critical and empirical evaluations",
      "relations to power, ethics and democratic governance"
    ],
    "source_ids": [
      "src_beer_diagnosing_system_1985",
      "src_metaphorum_vsm_2026",
      "src_scio_cf_resources_2022"
    ],
    "evidence_ids": [
      "ev_metaphorum_vsm_bases"
    ],
    "last_researched": "2026-08-09",
    "review_status": "research_pass_needs_editor",
    "editorial_note": "Readable orientation and evidence-backed first pass. Not accepted scholarly consensus until named review is recorded."
  },
  "connections": [
    {
      "id": "e15_core_spine_vsm",
      "source": "practice_core_systems_practice_spine",
      "target": "method_or_methodology_viable_system_model_vsm",
      "relation_type": "includes",
      "relation_family": "classification",
      "directed": "true",
      "dependency_kind": "",
      "confidence": "0.88",
      "claim_status": "accepted",
      "source_ids": [
        "src_skills_england_st0787_v12"
      ],
      "evidence_ids": [],
      "source_locator": "Release 0.15 public sources",
      "valid_from": "",
      "valid_to": "",
      "scope_conditions": "Limited to the named sources. Documentary connection, conceptual influence, teaching use and effectiveness are distinct claims.",
      "assertion_mode": "asserted",
      "inference_method": "curatorial synthesis of public sources",
      "claim_id": "",
      "reviewed_by": "Benjamin P Taylor",
      "reviewed_at": "2026-08-14",
      "notes": "",
      "plain_phrase": "includes as a major approach",
      "public_review_label": "supported working statement"
    },
    {
      "id": "e16_grammar_crosswalk_010",
      "source": "method_or_methodology_viable_system_model_vsm",
      "target": "law_or_principle_viability_principle",
      "relation_type": "uses",
      "relation_family": "practice",
      "directed": "true",
      "dependency_kind": "",
      "confidence": "0.76",
      "claim_status": "provisional",
      "source_ids": [
        "src_grammar_presentation_2022",
        "src_grammar_2ed_2025",
        "src_salah_grammar_part1_2022"
      ],
      "evidence_ids": [],
      "source_locator": "Crosswalk from the maintained law description and cited Grammar sources to the target entry's maintained definition",
      "valid_from": "",
      "valid_to": "",
      "scope_conditions": "This is an interpretive conceptual crosswalk. It does not assert direct historical influence, formal equivalence or universal validity. The wording should be challenged or strengthened with page-level evidence.",
      "assertion_mode": "interpreted",
      "inference_method": "curator-requested semantic crosswalk of public descriptions",
      "claim_id": "",
      "reviewed_by": "",
      "reviewed_at": "",
      "notes": "",
      "plain_phrase": "uses as a design concern",
      "public_review_label": "provisional conceptual crosswalk"
    },
    {
      "id": "e16_grammar_crosswalk_015",
      "source": "method_or_methodology_viable_system_model_vsm",
      "target": "law_or_principle_homeostasis_principle",
      "relation_type": "uses",
      "relation_family": "practice",
      "directed": "true",
      "dependency_kind": "",
      "confidence": "0.76",
      "claim_status": "provisional",
      "source_ids": [
        "src_grammar_presentation_2022",
        "src_grammar_2ed_2025",
        "src_salah_grammar_part1_2022"
      ],
      "evidence_ids": [],
      "source_locator": "Crosswalk from the maintained law description and cited Grammar sources to the target entry's maintained definition",
      "valid_from": "",
      "valid_to": "",
      "scope_conditions": "This is an interpretive conceptual crosswalk. It does not assert direct historical influence, formal equivalence or universal validity. The wording should be challenged or strengthened with page-level evidence.",
      "assertion_mode": "interpreted",
      "inference_method": "curator-requested semantic crosswalk of public descriptions",
      "claim_id": "",
      "reviewed_by": "",
      "reviewed_at": "",
      "notes": "",
      "plain_phrase": "uses as a viability concern",
      "public_review_label": "provisional conceptual crosswalk"
    },
    {
      "id": "e16_grammar_crosswalk_062",
      "source": "method_or_methodology_viable_system_model_vsm",
      "target": "law_or_principle_power_structuration_theorem",
      "relation_type": "uses",
      "relation_family": "practice",
      "directed": "true",
      "dependency_kind": "",
      "confidence": "0.76",
      "claim_status": "provisional",
      "source_ids": [
        "src_grammar_presentation_2022",
        "src_grammar_2ed_2025",
        "src_salah_grammar_part2_2022"
      ],
      "evidence_ids": [],
      "source_locator": "Crosswalk from the maintained law description and cited Grammar sources to the target entry's maintained definition",
      "valid_from": "",
      "valid_to": "",
      "scope_conditions": "This is an interpretive conceptual crosswalk. It does not assert direct historical influence, formal equivalence or universal validity. The wording should be challenged or strengthened with page-level evidence.",
      "assertion_mode": "interpreted",
      "inference_method": "curator-requested semantic crosswalk of public descriptions",
      "claim_id": "",
      "reviewed_by": "",
      "reviewed_at": "",
      "notes": "",
      "plain_phrase": "addresses the recursive power balance described by",
      "public_review_label": "provisional conceptual crosswalk"
    },
    {
      "id": "e16_grammar_crosswalk_120",
      "source": "method_or_methodology_viable_system_model_vsm",
      "target": "law_or_principle_redundancy_of_potential_command_principle",
      "relation_type": "uses",
      "relation_family": "practice",
      "directed": "true",
      "dependency_kind": "",
      "confidence": "0.76",
      "claim_status": "provisional",
      "source_ids": [
        "src_grammar_presentation_2022",
        "src_grammar_2ed_2025",
        "src_salah_grammar_part3_2022"
      ],
      "evidence_ids": [],
      "source_locator": "Crosswalk from the maintained law description and cited Grammar sources to the target entry's maintained definition",
      "valid_from": "",
      "valid_to": "",
      "scope_conditions": "This is an interpretive conceptual crosswalk. It does not assert direct historical influence, formal equivalence or universal validity. The wording should be challenged or strengthened with page-level evidence.",
      "assertion_mode": "interpreted",
      "inference_method": "curator-requested semantic crosswalk of public descriptions",
      "claim_id": "",
      "reviewed_by": "",
      "reviewed_at": "",
      "notes": "",
      "plain_phrase": "addresses distributed command potential described by",
      "public_review_label": "provisional conceptual crosswalk"
    },
    {
      "id": "e16_grammar_crosswalk_126",
      "source": "method_or_methodology_viable_system_model_vsm",
      "target": "law_or_principle_root_structuring_theorem",
      "relation_type": "uses",
      "relation_family": "practice",
      "directed": "true",
      "dependency_kind": "",
      "confidence": "0.76",
      "claim_status": "provisional",
      "source_ids": [
        "src_grammar_presentation_2022",
        "src_grammar_2ed_2025",
        "src_salah_grammar_part3_2022"
      ],
      "evidence_ids": [],
      "source_locator": "Crosswalk from the maintained law description and cited Grammar sources to the target entry's maintained definition",
      "valid_from": "",
      "valid_to": "",
      "scope_conditions": "This is an interpretive conceptual crosswalk. It does not assert direct historical influence, formal equivalence or universal validity. The wording should be challenged or strengthened with page-level evidence.",
      "assertion_mode": "interpreted",
      "inference_method": "curator-requested semantic crosswalk of public descriptions",
      "claim_id": "",
      "reviewed_by": "",
      "reviewed_at": "",
      "notes": "",
      "plain_phrase": "uses recursive grouping consonant with",
      "public_review_label": "provisional conceptual crosswalk"
    },
    {
      "id": "e16_grammar_crosswalk_130",
      "source": "method_or_methodology_viable_system_model_vsm",
      "target": "law_or_principle_structural_viability_theorem",
      "relation_type": "uses",
      "relation_family": "practice",
      "directed": "true",
      "dependency_kind": "",
      "confidence": "0.76",
      "claim_status": "provisional",
      "source_ids": [
        "src_grammar_presentation_2022",
        "src_grammar_2ed_2025",
        "src_salah_grammar_part3_2022"
      ],
      "evidence_ids": [],
      "source_locator": "Crosswalk from the maintained law description and cited Grammar sources to the target entry's maintained definition",
      "valid_from": "",
      "valid_to": "",
      "scope_conditions": "This is an interpretive conceptual crosswalk. It does not assert direct historical influence, formal equivalence or universal validity. The wording should be challenged or strengthened with page-level evidence.",
      "assertion_mode": "interpreted",
      "inference_method": "curator-requested semantic crosswalk of public descriptions",
      "claim_id": "",
      "reviewed_by": "",
      "reviewed_at": "",
      "notes": "",
      "plain_phrase": "addresses cross-level viability described by",
      "public_review_label": "provisional conceptual crosswalk"
    },
    {
      "id": "e16_grammar_crosswalk_147",
      "source": "method_or_methodology_viable_system_model_vsm",
      "target": "law_or_principle_fractal_principle",
      "relation_type": "uses",
      "relation_family": "practice",
      "directed": "true",
      "dependency_kind": "",
      "confidence": "0.76",
      "claim_status": "provisional",
      "source_ids": [
        "src_grammar_presentation_2022",
        "src_grammar_2ed_2025",
        "src_salah_grammar_part3_2022"
      ],
      "evidence_ids": [],
      "source_locator": "Crosswalk from the maintained law description and cited Grammar sources to the target entry's maintained definition",
      "valid_from": "",
      "valid_to": "",
      "scope_conditions": "This is an interpretive conceptual crosswalk. It does not assert direct historical influence, formal equivalence or universal validity. The wording should be challenged or strengthened with page-level evidence.",
      "assertion_mode": "interpreted",
      "inference_method": "curator-requested semantic crosswalk of public descriptions",
      "claim_id": "",
      "reviewed_by": "",
      "reviewed_at": "",
      "notes": "",
      "plain_phrase": "uses recursive organisation consonant with",
      "public_review_label": "provisional conceptual crosswalk"
    },
    {
      "id": "e16_grammar_crosswalk_164",
      "source": "method_or_methodology_viable_system_model_vsm",
      "target": "law_or_principle_conant_ashby_theorem",
      "relation_type": "uses",
      "relation_family": "practice",
      "directed": "true",
      "dependency_kind": "",
      "confidence": "0.76",
      "claim_status": "provisional",
      "source_ids": [
        "src_grammar_presentation_2022",
        "src_grammar_2ed_2025",
        "src_conant_ashby_good_regulator_1970",
        "src_salah_grammar_part3_2022"
      ],
      "evidence_ids": [],
      "source_locator": "Crosswalk from the maintained law description and cited Grammar sources to the target entry's maintained definition",
      "valid_from": "",
      "valid_to": "",
      "scope_conditions": "This is an interpretive conceptual crosswalk. It does not assert direct historical influence, formal equivalence or universal validity. The wording should be challenged or strengthened with page-level evidence.",
      "assertion_mode": "interpreted",
      "inference_method": "curator-requested semantic crosswalk of public descriptions",
      "claim_id": "",
      "reviewed_by": "",
      "reviewed_at": "",
      "notes": "",
      "plain_phrase": "uses the regulator-model concern expressed by",
      "public_review_label": "provisional conceptual crosswalk"
    },
    {
      "id": "e_0278",
      "source": "concept_feedback",
      "target": "method_or_methodology_viable_system_model_vsm",
      "relation_type": "legacy_association_unspecified",
      "relation_family": "legacy",
      "directed": "false",
      "dependency_kind": "",
      "confidence": "0.4",
      "claim_status": "legacy_unverified",
      "source_ids": [
        "src_sysbok_feedback_2013"
      ],
      "evidence_ids": [],
      "source_locator": "",
      "valid_from": "",
      "valid_to": "",
      "scope_conditions": "",
      "assertion_mode": "inherited",
      "inference_method": "",
      "claim_id": "",
      "reviewed_by": "",
      "reviewed_at": "",
      "notes": "Legacy relation 'operationalises' retained for audit; semantics unresolved or invalid. | Legacy relation 'legacy_association_unspecified' retained for audit; semantics unresolved or invalid. | Legacy relation 'legacy_association_unspecified' retained for audit; semantics unresolved or invalid. | Legacy relation 'legacy_association_unspecified' retained for audit; semantics unresolved or invalid. | Legacy relation 'legacy_association_unspecified' retained for audit; semantics unresolved or invalid. | Legacy relation 'legacy_association_unspecified' retained for audit; semantics unresolved or invalid.",
      "plain_phrase": "was linked in an inherited map, but the meaning of the link is unresolved",
      "public_review_label": "legacy_unverified"
    },
    {
      "id": "e_0300",
      "source": "concept_recursion",
      "target": "method_or_methodology_viable_system_model_vsm",
      "relation_type": "legacy_association_unspecified",
      "relation_family": "legacy",
      "directed": "false",
      "dependency_kind": "",
      "confidence": "0.4",
      "claim_status": "superseded",
      "source_ids": [
        "src_sysbok_recursion_2013"
      ],
      "evidence_ids": [],
      "source_locator": "",
      "valid_from": "",
      "valid_to": "",
      "scope_conditions": "",
      "assertion_mode": "inherited",
      "inference_method": "",
      "claim_id": "",
      "reviewed_by": "",
      "reviewed_at": "",
      "notes": "Legacy relation 'operationalises' retained for audit; semantics unresolved or invalid. | Legacy relation 'legacy_association_unspecified' retained for audit; semantics unresolved or invalid. | Legacy relation 'legacy_association_unspecified' retained for audit; semantics unresolved or invalid. | Legacy relation 'legacy_association_unspecified' retained for audit; semantics unresolved or invalid. | Legacy relation 'legacy_association_unspecified' retained for audit; semantics unresolved or invalid. | Legacy relation 'legacy_association_unspecified' retained for audit; semantics unresolved or invalid. | Legacy relation 'legacy_association_unspecified' retained for audit; semantics unresolved or invalid. | Legacy relation 'legacy_association_unspecified' retained for audit; semantics unresolved or invalid.",
      "plain_phrase": "was linked in an inherited map, but the meaning of the link is unresolved",
      "public_review_label": "superseded"
    },
    {
      "id": "e_0349",
      "source": "method_or_methodology_viable_system_model_vsm",
      "target": "concept_organisational_recursion",
      "relation_type": "uses",
      "relation_family": "practice",
      "directed": "true",
      "dependency_kind": "",
      "confidence": "",
      "claim_status": "candidate",
      "source_ids": [
        "src_u35_beer_vsm_1989"
      ],
      "evidence_ids": [
        "ev35_edge_e_0349_1"
      ],
      "source_locator": "PDF pp. 10–11; Appendix 2, p. 16, recursive system theorem (citing The Heart of Enterprise, p. 118)",
      "valid_from": "",
      "valid_to": "",
      "scope_conditions": "The VSM embeds viable systems within viable systems; this is functional recursion in Beer's model, not an inference from repeated box shapes.",
      "assertion_mode": "asserted",
      "inference_method": "",
      "claim_id": "claim35_e_0349",
      "reviewed_by": "",
      "reviewed_at": "",
      "notes": "Earlier wording and provenance are retained in this release's original-record ledger. This statement uses the sources and scope shown here.",
      "plain_phrase": "uses repeated viable organisation across embedded levels",
      "public_review_label": "Primary-source exposition; editorial acceptance open",
      "connection_pass": "depth_20261029",
      "previous_source_ids": "[\"src_beer_diagnosing_system_1985\", \"src_metaphorum_vsm_2026\"]",
      "previous_evidence_ids": "[\"ev_metaphorum_vsm_bases\"]"
    },
    {
      "id": "e_0350",
      "source": "method_or_methodology_viable_system_model_vsm",
      "target": "law_or_principle_law_of_requisite_variety",
      "relation_type": "uses",
      "relation_family": "practice",
      "directed": "true",
      "dependency_kind": "",
      "confidence": "0.90",
      "claim_status": "corroborated",
      "source_ids": [
        "src_metaphorum_vsm_2026"
      ],
      "evidence_ids": [
        "ev_metaphorum_vsm_bases"
      ],
      "source_locator": "The VSM in 1000 words, paragraphs 2-3",
      "valid_from": "",
      "valid_to": "",
      "scope_conditions": "",
      "assertion_mode": "asserted",
      "inference_method": "",
      "claim_id": "claim_vsm_uses_requisite_variety",
      "reviewed_by": "",
      "reviewed_at": "",
      "notes": "",
      "plain_phrase": "uses",
      "public_review_label": "supported"
    },
    {
      "id": "e_12_fractal_vsm",
      "source": "publication_fractal_organisation_manual",
      "target": "method_or_methodology_viable_system_model_vsm",
      "relation_type": "operationalises",
      "relation_family": "practice",
      "directed": "true",
      "dependency_kind": "",
      "confidence": "0.88",
      "claim_status": "accepted",
      "source_ids": [
        "src_scio_fractal_organisation_manual_2026"
      ],
      "evidence_ids": [],
      "source_locator": "Release 0.12 public practitioner and publication sources",
      "valid_from": "",
      "valid_to": "",
      "scope_conditions": "The wording is limited to the named public sources. Bibliographic inclusion and organisational association do not establish wider intellectual influence.",
      "assertion_mode": "asserted",
      "inference_method": "curatorial synthesis of public primary, scholarly and professional-body sources",
      "claim_id": "",
      "reviewed_by": "Benjamin P Taylor",
      "reviewed_at": "2026-08-10",
      "notes": "The manual provides diagnosis, design and governance approaches using VSM.",
      "plain_phrase": "puts into practical form",
      "public_review_label": "supported working statement"
    },
    {
      "id": "e_12_vsm_taught_scio",
      "source": "method_or_methodology_viable_system_model_vsm",
      "target": "organisation_scio_systems_and_complexity_in_organisation",
      "relation_type": "taught_in",
      "relation_family": "practice",
      "directed": "true",
      "dependency_kind": "",
      "confidence": "0.88",
      "claim_status": "accepted",
      "source_ids": [
        "src_scio_courses_current",
        "src_scio_what_vsm_2024"
      ],
      "evidence_ids": [],
      "source_locator": "Release 0.12 public practitioner and publication sources",
      "valid_from": "",
      "valid_to": "",
      "scope_conditions": "The wording is limited to the named public sources. Bibliographic inclusion and organisational association do not establish wider intellectual influence.",
      "assertion_mode": "asserted",
      "inference_method": "curatorial synthesis of public primary, scholarly and professional-body sources",
      "claim_id": "",
      "reviewed_by": "Benjamin P Taylor",
      "reviewed_at": "2026-08-10",
      "notes": "The current SCiO catalogue includes a multi-level VSM course sequence.",
      "plain_phrase": "is taught in",
      "public_review_label": "supported working statement"
    },
    {
      "id": "e_13_orgsys_vsm",
      "source": "publication_organizational_systems_vsm",
      "target": "method_or_methodology_viable_system_model_vsm",
      "relation_type": "develops",
      "relation_family": "conceptual",
      "directed": "true",
      "dependency_kind": "",
      "confidence": "0.88",
      "claim_status": "accepted",
      "source_ids": [
        "src_springer_organizational_systems_2011"
      ],
      "evidence_ids": [],
      "source_locator": "Release 0.13 public primary, institutional and publisher sources",
      "valid_from": "",
      "valid_to": "",
      "scope_conditions": "The wording is limited to the named public sources. Authorship, methodological development, conceptual dependence and practical use remain distinct claims.",
      "assertion_mode": "asserted",
      "inference_method": "curatorial synthesis of public primary, institutional and publisher sources",
      "claim_id": "",
      "reviewed_by": "Benjamin P Taylor",
      "reviewed_at": "2026-08-11",
      "notes": "The book clarifies application of the VSM to diagnosis and design.",
      "plain_phrase": "develops",
      "public_review_label": "supported working statement"
    },
    {
      "id": "e_13_patrick_vsm_expertise",
      "source": "person_patrick_hoverstadt",
      "target": "method_or_methodology_viable_system_model_vsm",
      "relation_type": "specialises_in",
      "relation_family": "practice",
      "directed": "true",
      "dependency_kind": "",
      "confidence": "0.88",
      "claim_status": "accepted",
      "source_ids": [
        "src_scio_fractal_organisation_manual_2026",
        "src_scio_what_vsm_2024"
      ],
      "evidence_ids": [],
      "source_locator": "Release 0.13 public primary, institutional and publisher sources",
      "valid_from": "",
      "valid_to": "",
      "scope_conditions": "The wording is limited to the named public sources. Authorship, methodological development, conceptual dependence and practical use remain distinct claims.",
      "assertion_mode": "asserted",
      "inference_method": "curatorial synthesis of public primary, institutional and publisher sources",
      "claim_id": "",
      "reviewed_by": "Benjamin P Taylor",
      "reviewed_at": "2026-08-11",
      "notes": "Hoverstadt's books and teaching apply VSM to organisation diagnosis and design.",
      "plain_phrase": "specialises in",
      "public_review_label": "supported working statement"
    },
    {
      "id": "e_13_viplan_vsm",
      "source": "method_or_methodology_viplan",
      "target": "method_or_methodology_viable_system_model_vsm",
      "relation_type": "operationalises",
      "relation_family": "practice",
      "directed": "true",
      "dependency_kind": "",
      "confidence": "0.88",
      "claim_status": "accepted",
      "source_ids": [
        "src_springer_organizational_systems_2011"
      ],
      "evidence_ids": [],
      "source_locator": "Release 0.13 public primary, institutional and publisher sources",
      "valid_from": "",
      "valid_to": "",
      "scope_conditions": "The wording is limited to the named public sources. Authorship, methodological development, conceptual dependence and practical use remain distinct claims.",
      "assertion_mode": "asserted",
      "inference_method": "curatorial synthesis of public primary, institutional and publisher sources",
      "claim_id": "",
      "reviewed_by": "Benjamin P Taylor",
      "reviewed_at": "2026-08-11",
      "notes": "Viplan organises diagnosis, design and implementation using organisational cybernetics and VSM.",
      "plain_phrase": "puts into practical form",
      "public_review_label": "supported working statement"
    },
    {
      "id": "e_v03_vsm_amplification",
      "source": "method_or_methodology_viable_system_model_vsm",
      "target": "concept_variety_amplification",
      "relation_type": "uses",
      "relation_family": "practice",
      "directed": "true",
      "dependency_kind": "",
      "confidence": "0.72",
      "claim_status": "provisional",
      "source_ids": [
        "src_taylor_vsm_lecture_2025",
        "src_beer_diagnosing_system_1985"
      ],
      "evidence_ids": [
        "ev_taylor_vsm_viability"
      ],
      "source_locator": "VSM lecture and Diagnosing the System",
      "valid_from": "",
      "valid_to": "",
      "scope_conditions": "",
      "assertion_mode": "asserted",
      "inference_method": "editorial synthesis from cited evidence",
      "claim_id": "",
      "reviewed_by": "",
      "reviewed_at": "",
      "notes": "",
      "plain_phrase": "uses",
      "public_review_label": "provisional"
    },
    {
      "id": "e_v03_vsm_attenuation",
      "source": "method_or_methodology_viable_system_model_vsm",
      "target": "concept_variety_attenuation",
      "relation_type": "uses",
      "relation_family": "practice",
      "directed": "true",
      "dependency_kind": "",
      "confidence": "0.72",
      "claim_status": "provisional",
      "source_ids": [
        "src_taylor_vsm_lecture_2025",
        "src_beer_diagnosing_system_1985"
      ],
      "evidence_ids": [
        "ev_taylor_vsm_viability"
      ],
      "source_locator": "VSM lecture and Diagnosing the System",
      "valid_from": "",
      "valid_to": "",
      "scope_conditions": "",
      "assertion_mode": "asserted",
      "inference_method": "editorial synthesis from cited evidence",
      "claim_id": "",
      "reviewed_by": "",
      "reviewed_at": "",
      "notes": "",
      "plain_phrase": "uses",
      "public_review_label": "provisional"
    },
    {
      "id": "e_v03_vsm_autonomy",
      "source": "method_or_methodology_viable_system_model_vsm",
      "target": "concept_autonomy",
      "relation_type": "uses",
      "relation_family": "practice",
      "directed": "true",
      "dependency_kind": "",
      "confidence": "0.80",
      "claim_status": "provisional",
      "source_ids": [
        "src_metaphorum_vsm_current",
        "src_taylor_vsm_lecture_2025"
      ],
      "evidence_ids": [
        "ev_metaphorum_vsm_foundations",
        "ev_taylor_vsm_viability"
      ],
      "source_locator": "Metaphorum VSM orientation; VSM lecture",
      "valid_from": "",
      "valid_to": "",
      "scope_conditions": "",
      "assertion_mode": "asserted",
      "inference_method": "editorial synthesis from cited evidence",
      "claim_id": "",
      "reviewed_by": "",
      "reviewed_at": "",
      "notes": "",
      "plain_phrase": "uses",
      "public_review_label": "provisional"
    },
    {
      "id": "e_v03_vsm_cohesion",
      "source": "method_or_methodology_viable_system_model_vsm",
      "target": "concept_cohesion",
      "relation_type": "uses",
      "relation_family": "practice",
      "directed": "true",
      "dependency_kind": "",
      "confidence": "0.80",
      "claim_status": "provisional",
      "source_ids": [
        "src_metaphorum_vsm_current",
        "src_taylor_vsm_lecture_2025"
      ],
      "evidence_ids": [
        "ev_metaphorum_vsm_foundations",
        "ev_taylor_vsm_viability"
      ],
      "source_locator": "Metaphorum VSM orientation; VSM lecture",
      "valid_from": "",
      "valid_to": "",
      "scope_conditions": "",
      "assertion_mode": "asserted",
      "inference_method": "editorial synthesis from cited evidence",
      "claim_id": "",
      "reviewed_by": "",
      "reviewed_at": "",
      "notes": "",
      "plain_phrase": "uses",
      "public_review_label": "provisional"
    },
    {
      "id": "e_v03_vsm_transduction",
      "source": "method_or_methodology_viable_system_model_vsm",
      "target": "concept_transduction",
      "relation_type": "uses",
      "relation_family": "practice",
      "directed": "true",
      "dependency_kind": "",
      "confidence": "",
      "claim_status": "candidate",
      "source_ids": [
        "src_u35_beer_vsm_1989"
      ],
      "evidence_ids": [
        "ev35_edge_e_v03_vsm_transduction_1"
      ],
      "source_locator": "PDF p. 7; Appendix 2, p. 16, third principle (citing The Heart of Enterprise, p. 101)",
      "valid_from": "",
      "valid_to": "",
      "scope_conditions": "Beer makes boundary transducer capacity a condition of VSM communication; the claim concerns his organisational use of transduction.",
      "assertion_mode": "asserted",
      "inference_method": "",
      "claim_id": "claim35_e_v03_vsm_transduction",
      "reviewed_by": "",
      "reviewed_at": "",
      "notes": "Earlier wording and provenance are retained in this release's original-record ledger. This statement uses the sources and scope shown here.",
      "plain_phrase": "requires adequate boundary transduction",
      "public_review_label": "Primary-source exposition; editorial acceptance open",
      "connection_pass": "depth_20261029",
      "previous_source_ids": "[\"src_taylor_transduction_2021\", \"src_taylor_vsm_lecture_2025\"]",
      "previous_evidence_ids": "[\"ev_taylor_transduction_practice\", \"ev_taylor_vsm_viability\"]"
    },
    {
      "id": "e_v03_vsm_uses_feedback",
      "source": "method_or_methodology_viable_system_model_vsm",
      "target": "concept_feedback",
      "relation_type": "uses",
      "relation_family": "practice",
      "directed": "true",
      "dependency_kind": "",
      "confidence": "0.76",
      "claim_status": "provisional",
      "source_ids": [
        "src_metaphorum_vsm_2026"
      ],
      "evidence_ids": [
        "ev_metaphorum_vsm_bases"
      ],
      "source_locator": "The VSM in 1000 words",
      "valid_from": "",
      "valid_to": "",
      "scope_conditions": "",
      "assertion_mode": "editorial_research_pass",
      "inference_method": "source_comparison",
      "claim_id": "",
      "reviewed_by": "",
      "reviewed_at": "",
      "notes": "",
      "plain_phrase": "uses",
      "public_review_label": "provisional"
    },
    {
      "id": "e_v03_vsm_uses_regulation",
      "source": "method_or_methodology_viable_system_model_vsm",
      "target": "concept_regulation",
      "relation_type": "uses",
      "relation_family": "practice",
      "directed": "true",
      "dependency_kind": "",
      "confidence": "0.82",
      "claim_status": "provisional",
      "source_ids": [
        "src_metaphorum_vsm_2026"
      ],
      "evidence_ids": [
        "ev_metaphorum_vsm_bases"
      ],
      "source_locator": "The VSM in 1000 words",
      "valid_from": "",
      "valid_to": "",
      "scope_conditions": "",
      "assertion_mode": "editorial_research_pass",
      "inference_method": "source_comparison",
      "claim_id": "",
      "reviewed_by": "",
      "reviewed_at": "",
      "notes": "",
      "plain_phrase": "uses",
      "public_review_label": "provisional"
    },
    {
      "id": "e_v03_vsm_uses_self_org",
      "source": "method_or_methodology_viable_system_model_vsm",
      "target": "concept_self_organisation",
      "relation_type": "uses",
      "relation_family": "practice",
      "directed": "true",
      "dependency_kind": "",
      "confidence": "0.8",
      "claim_status": "provisional",
      "source_ids": [
        "src_metaphorum_vsm_2026"
      ],
      "evidence_ids": [
        "ev_metaphorum_vsm_bases"
      ],
      "source_locator": "Operational units and System 2 section",
      "valid_from": "",
      "valid_to": "",
      "scope_conditions": "",
      "assertion_mode": "editorial_research_pass",
      "inference_method": "source_comparison",
      "claim_id": "",
      "reviewed_by": "",
      "reviewed_at": "",
      "notes": "",
      "plain_phrase": "uses",
      "public_review_label": "provisional"
    },
    {
      "id": "e_v03_vsm_viability",
      "source": "method_or_methodology_viable_system_model_vsm",
      "target": "concept_viability",
      "relation_type": "operationalises",
      "relation_family": "practice",
      "directed": "true",
      "dependency_kind": "",
      "confidence": "0.92",
      "claim_status": "corroborated",
      "source_ids": [
        "src_metaphorum_vsm_current",
        "src_beer_diagnosing_system_1985",
        "src_taylor_vsm_lecture_2025"
      ],
      "evidence_ids": [
        "ev_metaphorum_vsm_foundations",
        "ev_taylor_vsm_viability"
      ],
      "source_locator": "Metaphorum VSM orientation; Diagnosing the System; VSM lecture",
      "valid_from": "",
      "valid_to": "",
      "scope_conditions": "",
      "assertion_mode": "asserted",
      "inference_method": "editorial synthesis from cited evidence",
      "claim_id": "claim_vsm_operationalises_viability",
      "reviewed_by": "",
      "reviewed_at": "",
      "notes": "",
      "plain_phrase": "puts into practical form",
      "public_review_label": "supported"
    },
    {
      "id": "e16_source_crosswalk_010",
      "source": "method_or_methodology_viable_system_model_vsm",
      "target": "concept_complexity",
      "relation_type": "applies",
      "relation_family": "practice",
      "directed": "true",
      "dependency_kind": "",
      "confidence": "0.90",
      "claim_status": "provisional",
      "source_ids": [
        "src_taylor_vsm_simplification_2023"
      ],
      "evidence_ids": [],
      "source_locator": "slides 2-3",
      "valid_from": "",
      "valid_to": "",
      "scope_conditions": "A deliberate teaching simplification should not be mistaken for the full formal Viable System Model.",
      "assertion_mode": "asserted",
      "inference_method": "direct reading of supplied author material",
      "claim_id": "",
      "reviewed_by": "Benjamin P Taylor",
      "reviewed_at": "2026-08-14",
      "notes": "Slides 2-3 organise the VSM simplification around operational, environmental and future complexity.",
      "plain_phrase": "organises inquiry into the handling of",
      "public_review_label": "source-backed author synthesis; no public link"
    },
    {
      "id": "e16_source_crosswalk_011",
      "source": "method_or_methodology_viable_system_model_vsm",
      "target": "concept_variety",
      "relation_type": "uses",
      "relation_family": "practice",
      "directed": "true",
      "dependency_kind": "",
      "confidence": "0.90",
      "claim_status": "provisional",
      "source_ids": [
        "src_taylor_vsm_simplification_2023"
      ],
      "evidence_ids": [],
      "source_locator": "slide 2",
      "valid_from": "",
      "valid_to": "",
      "scope_conditions": "A deliberate teaching simplification should not be mistaken for the full formal Viable System Model.",
      "assertion_mode": "asserted",
      "inference_method": "direct reading of supplied author material",
      "claim_id": "",
      "reviewed_by": "Benjamin P Taylor",
      "reviewed_at": "2026-08-14",
      "notes": "Slide 2 asks whether organisational capacity, capability and connectedness provide enough response variety.",
      "plain_phrase": "examines capacity to respond through",
      "public_review_label": "source-backed author synthesis; no public link"
    },
    {
      "id": "e16_source_crosswalk_012",
      "source": "method_or_methodology_viable_system_model_vsm",
      "target": "concept_adaptation",
      "relation_type": "uses",
      "relation_family": "practice",
      "directed": "true",
      "dependency_kind": "",
      "confidence": "0.90",
      "claim_status": "provisional",
      "source_ids": [
        "src_taylor_vsm_simplification_2023"
      ],
      "evidence_ids": [],
      "source_locator": "slides 2-3",
      "valid_from": "",
      "valid_to": "",
      "scope_conditions": "A deliberate teaching simplification should not be mistaken for the full formal Viable System Model.",
      "assertion_mode": "asserted",
      "inference_method": "direct reading of supplied author material",
      "claim_id": "",
      "reviewed_by": "Benjamin P Taylor",
      "reviewed_at": "2026-08-14",
      "notes": "Slides 2-3 connect future-facing capability with adaptation rather than only current operational fit.",
      "plain_phrase": "asks what future change requires of",
      "public_review_label": "source-backed author synthesis; no public link"
    },
    {
      "id": "e16_source_crosswalk_013",
      "source": "method_or_methodology_viable_system_model_vsm",
      "target": "concept_systemic_governance",
      "relation_type": "applies",
      "relation_family": "practice",
      "directed": "true",
      "dependency_kind": "",
      "confidence": "0.90",
      "claim_status": "provisional",
      "source_ids": [
        "src_taylor_vsm_simplification_2023"
      ],
      "evidence_ids": [],
      "source_locator": "slides 2-3",
      "valid_from": "",
      "valid_to": "",
      "scope_conditions": "A deliberate teaching simplification should not be mistaken for the full formal Viable System Model.",
      "assertion_mode": "asserted",
      "inference_method": "direct reading of supplied author material",
      "claim_id": "",
      "reviewed_by": "Benjamin P Taylor",
      "reviewed_at": "2026-08-14",
      "notes": "Slides 2-3 frame accountability, resource allocation and future attention as governance questions within the simplification.",
      "plain_phrase": "frames questions of accountability, resource and future through",
      "public_review_label": "source-backed author synthesis; no public link"
    },
    {
      "id": "e16_relational_crosswalk_036",
      "source": "intervention_skill_decision_structure_design",
      "target": "method_or_methodology_viable_system_model_vsm",
      "relation_type": "complements",
      "relation_family": "conceptual",
      "directed": "true",
      "dependency_kind": "",
      "confidence": "0.72",
      "claim_status": "provisional",
      "source_ids": [
        "src_scio_cf_resources_2022",
        "src_scio_accreditation_current",
        "src_beer_diagnosing_system_1985",
        "src_metaphorum_vsm_2026",
        "src_scio_what_vsm_2024"
      ],
      "evidence_ids": [],
      "source_locator": "Interpretive comparison of the two maintained public descriptions and their cited source records",
      "valid_from": "",
      "valid_to": "",
      "scope_conditions": "This is a provisional semantic or practice crosswalk. It does not establish historical influence, equivalence, efficacy or universal applicability. Item-level source review and curator acceptance are still required.",
      "assertion_mode": "interpreted",
      "inference_method": "curator-requested relational crosswalk of maintained public descriptions",
      "claim_id": "",
      "reviewed_by": "",
      "reviewed_at": "",
      "notes": "",
      "plain_phrase": "complements recursive governance in",
      "public_review_label": "provisional relational crosswalk"
    },
    {
      "id": "e16_relational_crosswalk_051",
      "source": "intervention_skill_fractal_enterprise_model_and_capabilities",
      "target": "method_or_methodology_viable_system_model_vsm",
      "relation_type": "complements",
      "relation_family": "conceptual",
      "directed": "true",
      "dependency_kind": "",
      "confidence": "0.72",
      "claim_status": "provisional",
      "source_ids": [
        "src_scio_cf_resources_2022",
        "src_scio_accreditation_current",
        "src_beer_diagnosing_system_1985",
        "src_metaphorum_vsm_2026",
        "src_scio_what_vsm_2024"
      ],
      "evidence_ids": [],
      "source_locator": "Interpretive comparison of the two maintained public descriptions and their cited source records",
      "valid_from": "",
      "valid_to": "",
      "scope_conditions": "This is a provisional semantic or practice crosswalk. It does not establish historical influence, equivalence, efficacy or universal applicability. Item-level source review and curator acceptance are still required.",
      "assertion_mode": "interpreted",
      "inference_method": "curator-requested relational crosswalk of maintained public descriptions",
      "claim_id": "",
      "reviewed_by": "",
      "reviewed_at": "",
      "notes": "",
      "plain_phrase": "offers a capability-model complement to",
      "public_review_label": "provisional relational crosswalk"
    },
    {
      "id": "e16_relational_crosswalk_223",
      "source": "person_stafford_beer",
      "target": "method_or_methodology_viable_system_model_vsm",
      "relation_type": "developed",
      "relation_family": "historical",
      "directed": "true",
      "dependency_kind": "",
      "confidence": "",
      "claim_status": "candidate",
      "source_ids": [
        "src_u35_beer_vsm_1989"
      ],
      "evidence_ids": [
        "ev35_edge_e16_relational_crosswalk_223_1"
      ],
      "source_locator": "Provenance, PDF pp. 3–4",
      "valid_from": "",
      "valid_to": "",
      "scope_conditions": "Beer describes developing the VSM through successive formulations; his retrospective account does not independently establish every historical or validity claim.",
      "assertion_mode": "asserted",
      "inference_method": "",
      "claim_id": "claim35_e16_relational_crosswalk_223",
      "reviewed_by": "",
      "reviewed_at": "",
      "notes": "Earlier wording and provenance are retained in this release's original-record ledger. This statement uses the sources and scope shown here.",
      "plain_phrase": "developed",
      "public_review_label": "Primary-source exposition; editorial acceptance open",
      "connection_pass": "depth_20261029",
      "previous_source_ids": "[\"src_sysbok_recursion_2013\", \"src_beer_diagnosing_system_1985\", \"src_metaphorum_vsm_2026\", \"src_damian_lineage_diagram_2026\", \"src_scio_cf_resources_2022\", \"src_scio_what_vsm_2024\"]",
      "previous_evidence_ids": "[]"
    },
    {
      "id": "practice_edge_70000d12d1e5753caa",
      "source": "practice_lab_viable_system_model",
      "target": "method_or_methodology_viable_system_model_vsm",
      "relation_type": "provides_practice_for",
      "relation_family": "practice",
      "directed": "true",
      "dependency_kind": "",
      "confidence": "",
      "claim_status": "candidate",
      "source_ids": [
        "src_practice_lab_viable_system_model"
      ],
      "evidence_ids": [],
      "source_locator": "Named exercise and its scope statement",
      "valid_from": "",
      "valid_to": "",
      "scope_conditions": "A basic organisational diagnosis. Functions can be distributed or combined in people and groups. The exercise does not establish that every multi-agency network has a single legitimate metasystem.",
      "assertion_mode": "asserted",
      "inference_method": "",
      "claim_id": "",
      "reviewed_by": "",
      "reviewed_at": "",
      "notes": "",
      "plain_phrase": "provides a practice route for",
      "public_review_label": "Editorial practice connection, not accreditation or intellectual influence"
    },
    {
      "id": "e24_publication_reynolds_holwell_intro_2020_compares_method_method_or_methodology_viable_system_model_vsm",
      "source": "publication_reynolds_holwell_intro_2020",
      "target": "method_or_methodology_viable_system_model_vsm",
      "relation_type": "compares_method",
      "relation_family": "conceptual",
      "directed": "true",
      "dependency_kind": "",
      "confidence": "",
      "claim_status": "candidate",
      "source_ids": [
        "src_reynolds_holwell_intro_2020"
      ],
      "evidence_ids": [],
      "source_locator": "Chapter abstract, pp. 1–24 record",
      "valid_from": "",
      "valid_to": "",
      "scope_conditions": "The abstract supports the authors’ stated comparative rationale. It does not establish that the methods are interchangeable or that the whole chapter was read.",
      "assertion_mode": "asserted",
      "inference_method": "",
      "claim_id": "",
      "reviewed_by": "",
      "reviewed_at": "",
      "notes": "",
      "plain_phrase": "compares the method",
      "public_review_label": "Located source statement; independent review not recorded"
    },
    {
      "id": "e24_intervention_skill_fractal_enterprise_model_and_capabilities_depicts_coordination_in_method_or_methodology_viable_system_model_vsm",
      "source": "intervention_skill_fractal_enterprise_model_and_capabilities",
      "target": "method_or_methodology_viable_system_model_vsm",
      "relation_type": "depicts_coordination_in",
      "relation_family": "conceptual",
      "directed": "true",
      "dependency_kind": "",
      "confidence": "",
      "claim_status": "candidate",
      "source_ids": [
        "src_fem_vsm_system2"
      ],
      "evidence_ids": [],
      "source_locator": "Opening text and System 2 pattern description",
      "valid_from": "",
      "valid_to": "",
      "scope_conditions": "A modelling application to System 2, not a replacement of the entire VSM.",
      "assertion_mode": "asserted",
      "inference_method": "",
      "claim_id": "",
      "reviewed_by": "",
      "reviewed_at": "",
      "notes": "",
      "plain_phrase": "depicts coordination in",
      "public_review_label": "Located source statement; independent review not recorded"
    },
    {
      "id": "e24_intervention_skill_fractal_enterprise_model_and_capabilities_depicts_recursive_units_in_method_or_methodology_viable_system_model_vsm",
      "source": "intervention_skill_fractal_enterprise_model_and_capabilities",
      "target": "method_or_methodology_viable_system_model_vsm",
      "relation_type": "depicts_recursive_units_in",
      "relation_family": "conceptual",
      "directed": "true",
      "dependency_kind": "",
      "confidence": "",
      "claim_status": "candidate",
      "source_ids": [
        "src_fem_vsm_system1"
      ],
      "evidence_ids": [],
      "source_locator": "Responsibility, ghosts and groups paragraphs",
      "valid_from": "",
      "valid_to": "",
      "scope_conditions": "System 1 process and asset decomposition; distinctions between parts and variants remain necessary.",
      "assertion_mode": "asserted",
      "inference_method": "",
      "claim_id": "",
      "reviewed_by": "",
      "reviewed_at": "",
      "notes": "",
      "plain_phrase": "depicts recursive units in",
      "public_review_label": "Located source statement; independent review not recorded"
    },
    {
      "id": "e24_publication_boundary_cannot_carry_alone_applies_principle_method_or_methodology_viable_system_model_vsm",
      "source": "publication_boundary_cannot_carry_alone",
      "target": "method_or_methodology_viable_system_model_vsm",
      "relation_type": "applies_principle",
      "relation_family": "conceptual",
      "directed": "true",
      "dependency_kind": "",
      "confidence": "",
      "claim_status": "candidate",
      "source_ids": [
        "src_taylor_boxer_boundary_2026"
      ],
      "evidence_ids": [],
      "source_locator": "p. 5, Governance and consequential learning; Beer 1979 and Espejo/Reyes 2011 references",
      "valid_from": "",
      "valid_to": "",
      "scope_conditions": "An application of organisational governance and identity revision; not validation of the whole proposed diagnostic.",
      "assertion_mode": "asserted",
      "inference_method": "",
      "claim_id": "",
      "reviewed_by": "",
      "reviewed_at": "",
      "notes": "",
      "plain_phrase": "applies the governance account in",
      "public_review_label": "Located source statement; independent review not recorded"
    },
    {
      "id": "e24_corpus_leading_transformation_original_offers_reading_route_to_method_or_methodology_viable_system_model_vsm",
      "source": "corpus_leading_transformation_original",
      "target": "method_or_methodology_viable_system_model_vsm",
      "relation_type": "offers_reading_route_to",
      "relation_family": "documentary",
      "directed": "true",
      "dependency_kind": "",
      "confidence": "",
      "claim_status": "candidate",
      "source_ids": [
        "src_sep_lt_original"
      ],
      "evidence_ids": [],
      "source_locator": "Original modules 3 and 8; revised module 17",
      "valid_from": "",
      "valid_to": "",
      "scope_conditions": "The module summary names this approach. Selection for practice does not establish theoretical equivalence, intellectual influence or effectiveness.",
      "assertion_mode": "asserted",
      "inference_method": "",
      "claim_id": "",
      "reviewed_by": "",
      "reviewed_at": "",
      "notes": "",
      "plain_phrase": "offers a learning route to",
      "public_review_label": "Located source statement; independent review not recorded"
    },
    {
      "id": "e24_corpus_leading_transformation_revised_offers_reading_route_to_method_or_methodology_viable_system_model_vsm",
      "source": "corpus_leading_transformation_revised",
      "target": "method_or_methodology_viable_system_model_vsm",
      "relation_type": "offers_reading_route_to",
      "relation_family": "documentary",
      "directed": "true",
      "dependency_kind": "",
      "confidence": "",
      "claim_status": "candidate",
      "source_ids": [
        "src_sep_lt_revised"
      ],
      "evidence_ids": [],
      "source_locator": "Original modules 3 and 8; revised module 17",
      "valid_from": "",
      "valid_to": "",
      "scope_conditions": "The module summary names this approach. Selection for practice does not establish theoretical equivalence, intellectual influence or effectiveness.",
      "assertion_mode": "asserted",
      "inference_method": "",
      "claim_id": "",
      "reviewed_by": "",
      "reviewed_at": "",
      "notes": "",
      "plain_phrase": "offers a learning route to",
      "public_review_label": "Located source statement; independent review not recorded"
    },
    {
      "id": "e25_person_allenna_leonard_applies_method_or_methodology_viable_system_model_vsm",
      "source": "person_allenna_leonard",
      "target": "method_or_methodology_viable_system_model_vsm",
      "relation_type": "applies",
      "relation_family": "practice",
      "directed": "true",
      "dependency_kind": "",
      "confidence": "",
      "claim_status": "candidate",
      "source_ids": [
        "src_intake26_leonard_asc2014"
      ],
      "evidence_ids": [],
      "source_locator": "Biographical Info, opening paragraph",
      "valid_from": "",
      "valid_to": "",
      "scope_conditions": "Reported use of VSM in organisational and socio-ecological work; not an outcome evaluation.",
      "assertion_mode": "asserted",
      "inference_method": "",
      "claim_id": "",
      "reviewed_by": "",
      "reviewed_at": "",
      "notes": "",
      "plain_phrase": "applies",
      "public_review_label": "Located source statement; independent review not recorded"
    },
    {
      "id": "e26_d2533643993f90def22366",
      "source": "resource_lib26_27069bfd21e1b3b0",
      "target": "method_or_methodology_viable_system_model_vsm",
      "relation_type": "source_text_mentions",
      "relation_family": "documentary",
      "directed": "true",
      "dependency_kind": "",
      "confidence": "",
      "claim_status": "candidate",
      "source_ids": [
        "src_lib26_27069bfd21e1b3b0"
      ],
      "evidence_ids": [],
      "source_locator": "PDF pages 34, 35, 36, 77, 78",
      "valid_from": "",
      "valid_to": "",
      "scope_conditions": "Exact phrase in extracted source text; page-level checking may remain pending as recorded by the locator. Its appearance may be in discussion, a quotation, a reference, or a critical comparison. No semantic or historical claim is inferred.",
      "assertion_mode": "asserted",
      "inference_method": "",
      "claim_id": "",
      "reviewed_by": "",
      "reviewed_at": "",
      "notes": "",
      "plain_phrase": "contains a located mention of viable systems model",
      "public_review_label": "Located source statement; independent review not recorded",
      "connection_pass": "library_20260919"
    },
    {
      "id": "e26_022ef3fbe45b70d860a8ca",
      "source": "resource_lib26_3d2e2710c49aaf3d",
      "target": "method_or_methodology_viable_system_model_vsm",
      "relation_type": "source_text_mentions",
      "relation_family": "documentary",
      "directed": "true",
      "dependency_kind": "",
      "confidence": "",
      "claim_status": "candidate",
      "source_ids": [
        "src_lib26_3d2e2710c49aaf3d"
      ],
      "evidence_ids": [],
      "source_locator": "PDF pages 11, 26",
      "valid_from": "",
      "valid_to": "",
      "scope_conditions": "Exact phrase in extracted source text; page-level checking may remain pending as recorded by the locator. Its appearance may be in discussion, a quotation, a reference, or a critical comparison. No semantic or historical claim is inferred.",
      "assertion_mode": "asserted",
      "inference_method": "",
      "claim_id": "",
      "reviewed_by": "",
      "reviewed_at": "",
      "notes": "",
      "plain_phrase": "contains a located mention of viable systems model",
      "public_review_label": "Located source statement; independent review not recorded",
      "connection_pass": "library_20260919"
    },
    {
      "id": "e26_ee51120070d55d8bb7b4fa",
      "source": "resource_lib26_f3671e29e7d61a8a",
      "target": "method_or_methodology_viable_system_model_vsm",
      "relation_type": "source_text_mentions",
      "relation_family": "documentary",
      "directed": "true",
      "dependency_kind": "",
      "confidence": "",
      "claim_status": "candidate",
      "source_ids": [
        "src_taylor_vsm_simplification_2023"
      ],
      "evidence_ids": [],
      "source_locator": "PDF page 1",
      "valid_from": "",
      "valid_to": "",
      "scope_conditions": "Exact phrase in extracted source text; page-level checking may remain pending as recorded by the locator. Its appearance may be in discussion, a quotation, a reference, or a critical comparison. No semantic or historical claim is inferred.",
      "assertion_mode": "asserted",
      "inference_method": "",
      "claim_id": "",
      "reviewed_by": "",
      "reviewed_at": "",
      "notes": "",
      "plain_phrase": "contains a located mention of viable systems model",
      "public_review_label": "Located source statement; independent review not recorded",
      "connection_pass": "library_20260919"
    },
    {
      "id": "e26_a10ec54dd44afaed6574ed",
      "source": "resource_lib26_d5d4589745bab39e",
      "target": "method_or_methodology_viable_system_model_vsm",
      "relation_type": "source_text_mentions",
      "relation_family": "documentary",
      "directed": "true",
      "dependency_kind": "",
      "confidence": "",
      "claim_status": "candidate",
      "source_ids": [
        "src_taylor_vsm_lecture_2025"
      ],
      "evidence_ids": [],
      "source_locator": "PDF pages 1, 3, 41, 74",
      "valid_from": "",
      "valid_to": "",
      "scope_conditions": "Exact phrase in extracted source text; page-level checking may remain pending as recorded by the locator. Its appearance may be in discussion, a quotation, a reference, or a critical comparison. No semantic or historical claim is inferred.",
      "assertion_mode": "asserted",
      "inference_method": "",
      "claim_id": "",
      "reviewed_by": "",
      "reviewed_at": "",
      "notes": "",
      "plain_phrase": "contains a located mention of viable systems model",
      "public_review_label": "Located source statement; independent review not recorded",
      "connection_pass": "library_20260919"
    },
    {
      "id": "e26_30f32081f5972ea27dd7c3",
      "source": "resource_lib26_c325397adbe53d57",
      "target": "method_or_methodology_viable_system_model_vsm",
      "relation_type": "source_text_mentions",
      "relation_family": "documentary",
      "directed": "true",
      "dependency_kind": "",
      "confidence": "",
      "claim_status": "candidate",
      "source_ids": [
        "src_lib26_c325397adbe53d57"
      ],
      "evidence_ids": [],
      "source_locator": "PDF pages 1, 50, 51",
      "valid_from": "",
      "valid_to": "",
      "scope_conditions": "Exact phrase in extracted source text; page-level checking may remain pending as recorded by the locator. Its appearance may be in discussion, a quotation, a reference, or a critical comparison. No semantic or historical claim is inferred.",
      "assertion_mode": "asserted",
      "inference_method": "",
      "claim_id": "",
      "reviewed_by": "",
      "reviewed_at": "",
      "notes": "",
      "plain_phrase": "contains a located mention of viable systems model",
      "public_review_label": "Located source statement; independent review not recorded",
      "connection_pass": "library_20260919"
    },
    {
      "id": "e26_b7ebcac556ec60cc01aaa0",
      "source": "resource_lib26_a9c290f694efcc45",
      "target": "method_or_methodology_viable_system_model_vsm",
      "relation_type": "source_text_mentions",
      "relation_family": "documentary",
      "directed": "true",
      "dependency_kind": "",
      "confidence": "",
      "claim_status": "candidate",
      "source_ids": [
        "src_lib26_a9c290f694efcc45"
      ],
      "evidence_ids": [],
      "source_locator": "PDF pages 24, 46, 49",
      "valid_from": "",
      "valid_to": "",
      "scope_conditions": "Exact phrase in extracted source text; page-level checking may remain pending as recorded by the locator. Its appearance may be in discussion, a quotation, a reference, or a critical comparison. No semantic or historical claim is inferred.",
      "assertion_mode": "asserted",
      "inference_method": "",
      "claim_id": "",
      "reviewed_by": "",
      "reviewed_at": "",
      "notes": "",
      "plain_phrase": "contains a located mention of viable systems model",
      "public_review_label": "Located source statement; independent review not recorded",
      "connection_pass": "library_20260919"
    },
    {
      "id": "e26_da88bbe1b2dcbf9d4631b9",
      "source": "resource_lib26_64b284d96b108e55",
      "target": "method_or_methodology_viable_system_model_vsm",
      "relation_type": "source_text_mentions",
      "relation_family": "documentary",
      "directed": "true",
      "dependency_kind": "",
      "confidence": "",
      "claim_status": "candidate",
      "source_ids": [
        "src_lib26_64b284d96b108e55"
      ],
      "evidence_ids": [],
      "source_locator": "PDF page 27",
      "valid_from": "",
      "valid_to": "",
      "scope_conditions": "Exact phrase in extracted source text; page-level checking may remain pending as recorded by the locator. Its appearance may be in discussion, a quotation, a reference, or a critical comparison. No semantic or historical claim is inferred.",
      "assertion_mode": "asserted",
      "inference_method": "",
      "claim_id": "",
      "reviewed_by": "",
      "reviewed_at": "",
      "notes": "",
      "plain_phrase": "contains a located mention of viable systems model",
      "public_review_label": "Located source statement; independent review not recorded",
      "connection_pass": "library_20260919"
    },
    {
      "id": "e26_921c1355accb79e025fe20",
      "source": "resource_sp26_82aabbef7e96f5ee",
      "target": "method_or_methodology_viable_system_model_vsm",
      "relation_type": "source_text_mentions",
      "relation_family": "documentary",
      "directed": "true",
      "dependency_kind": "",
      "confidence": "",
      "claim_status": "candidate",
      "source_ids": [
        "src_sp26_82aabbef7e96f5ee"
      ],
      "evidence_ids": [],
      "source_locator": "Extracted source text, character 101906; page-level locator pending",
      "valid_from": "",
      "valid_to": "",
      "scope_conditions": "Exact phrase in extracted source text; page-level checking may remain pending as recorded by the locator. Its appearance may be in discussion, a quotation, a reference, or a critical comparison. No semantic or historical claim is inferred.",
      "assertion_mode": "asserted",
      "inference_method": "",
      "claim_id": "",
      "reviewed_by": "",
      "reviewed_at": "",
      "notes": "",
      "plain_phrase": "contains a located mention of viable systems model",
      "public_review_label": "Located source statement; independent review not recorded",
      "connection_pass": "library_20260919"
    },
    {
      "id": "e26_03cc2bbb952c2f8d5c3e22",
      "source": "resource_sp26_a63f52d3fe0bc7c0",
      "target": "method_or_methodology_viable_system_model_vsm",
      "relation_type": "source_text_mentions",
      "relation_family": "documentary",
      "directed": "true",
      "dependency_kind": "",
      "confidence": "",
      "claim_status": "candidate",
      "source_ids": [
        "src_sp26_a63f52d3fe0bc7c0"
      ],
      "evidence_ids": [],
      "source_locator": "Extracted source text, character 18129; page-level locator pending",
      "valid_from": "",
      "valid_to": "",
      "scope_conditions": "Exact phrase in extracted source text; page-level checking may remain pending as recorded by the locator. Its appearance may be in discussion, a quotation, a reference, or a critical comparison. No semantic or historical claim is inferred.",
      "assertion_mode": "asserted",
      "inference_method": "",
      "claim_id": "",
      "reviewed_by": "",
      "reviewed_at": "",
      "notes": "",
      "plain_phrase": "contains a located mention of viable systems model",
      "public_review_label": "Located source statement; independent review not recorded",
      "connection_pass": "library_20260919"
    },
    {
      "id": "e26_e164b53cd8ecd56bcba776",
      "source": "resource_sp26_e35c4e039bbf52c2",
      "target": "method_or_methodology_viable_system_model_vsm",
      "relation_type": "source_text_mentions",
      "relation_family": "documentary",
      "directed": "true",
      "dependency_kind": "",
      "confidence": "",
      "claim_status": "candidate",
      "source_ids": [
        "src_sp26_e35c4e039bbf52c2"
      ],
      "evidence_ids": [],
      "source_locator": "Extracted source text, character 416; page-level locator pending",
      "valid_from": "",
      "valid_to": "",
      "scope_conditions": "Exact phrase in extracted source text; page-level checking may remain pending as recorded by the locator. Its appearance may be in discussion, a quotation, a reference, or a critical comparison. No semantic or historical claim is inferred.",
      "assertion_mode": "asserted",
      "inference_method": "",
      "claim_id": "",
      "reviewed_by": "",
      "reviewed_at": "",
      "notes": "",
      "plain_phrase": "contains a located mention of viable systems model",
      "public_review_label": "Located source statement; independent review not recorded",
      "connection_pass": "library_20260919"
    },
    {
      "id": "e26_de4b8168104957a7f9568d",
      "source": "resource_lib26_f3671e29e7d61a8a",
      "target": "method_or_methodology_viable_system_model_vsm",
      "relation_type": "teaching_account_of",
      "relation_family": "teaching",
      "directed": "true",
      "dependency_kind": "",
      "confidence": "",
      "claim_status": "candidate",
      "source_ids": [
        "src_taylor_vsm_simplification_2023"
      ],
      "evidence_ids": [],
      "source_locator": "PDF pages 1–3",
      "valid_from": "",
      "valid_to": "",
      "scope_conditions": "The linked public teaching source treats the named practice or model. The relation records teaching coverage, not origin, influence, or universal applicability.",
      "assertion_mode": "asserted",
      "inference_method": "",
      "claim_id": "",
      "reviewed_by": "",
      "reviewed_at": "",
      "notes": "",
      "plain_phrase": "presents a teaching account of",
      "public_review_label": "Located source statement; independent review not recorded",
      "connection_pass": "library_20260919"
    },
    {
      "id": "e26_021583fc3f7bdda3c5782a",
      "source": "resource_lib26_d5d4589745bab39e",
      "target": "method_or_methodology_viable_system_model_vsm",
      "relation_type": "teaching_account_of",
      "relation_family": "teaching",
      "directed": "true",
      "dependency_kind": "",
      "confidence": "",
      "claim_status": "candidate",
      "source_ids": [
        "src_taylor_vsm_lecture_2025"
      ],
      "evidence_ids": [],
      "source_locator": "PDF title and lecture",
      "valid_from": "",
      "valid_to": "",
      "scope_conditions": "The linked public teaching source treats the named practice or model. The relation records teaching coverage, not origin, influence, or universal applicability.",
      "assertion_mode": "asserted",
      "inference_method": "",
      "claim_id": "",
      "reviewed_by": "",
      "reviewed_at": "",
      "notes": "",
      "plain_phrase": "presents a teaching account of",
      "public_review_label": "Located source statement; independent review not recorded",
      "connection_pass": "library_20260919"
    },
    {
      "id": "e26_2d5c98fc8e71daec0432a7",
      "source": "person_benjamin_p_taylor",
      "target": "method_or_methodology_viable_system_model_vsm",
      "relation_type": "teaches_subject",
      "relation_family": "teaching",
      "directed": "true",
      "dependency_kind": "",
      "confidence": "",
      "claim_status": "candidate",
      "source_ids": [
        "src_taylor_vsm_simplification_2023"
      ],
      "evidence_ids": [],
      "source_locator": "PDF pp. 1–3",
      "valid_from": "",
      "valid_to": "",
      "scope_conditions": "A located subject in Taylor’s public teaching. Teaching a method is distinct from originating it, and from a claim that it works in every context.",
      "assertion_mode": "asserted",
      "inference_method": "",
      "claim_id": "",
      "reviewed_by": "",
      "reviewed_at": "",
      "notes": "",
      "plain_phrase": "teaches",
      "public_review_label": "Located source statement; independent review not recorded",
      "connection_pass": "library_20260919"
    },
    {
      "id": "e30_orglens_vsm",
      "source": "tool_orglens",
      "target": "method_or_methodology_viable_system_model_vsm",
      "relation_type": "uses",
      "relation_family": "practice",
      "directed": "true",
      "dependency_kind": "",
      "confidence": "",
      "claim_status": "candidate",
      "source_ids": [
        "src_u30_orglens"
      ],
      "evidence_ids": [
        "ev_e30_orglens_vsm"
      ],
      "source_locator": "README: How is it set up? and test limitations",
      "valid_from": "",
      "valid_to": "",
      "scope_conditions": "The maintainer describes VSM as one analytical lens. This documents the tool’s method claim, not independent validation of its diagnoses.",
      "assertion_mode": "asserted",
      "inference_method": "",
      "claim_id": "claim_e30_orglens_vsm",
      "reviewed_by": "",
      "reviewed_at": "",
      "notes": "",
      "plain_phrase": "uses",
      "public_review_label": "Located source statement; curator review pending",
      "connection_pass": "update_20261007"
    },
    {
      "id": "e31_ocad_7_method_or_methodology_viable_system_model_vsm",
      "source": "method_or_methodology_viable_system_model_vsm",
      "target": "corpus_ing_ocad_reading_route_2026",
      "relation_type": "taught_in",
      "relation_family": "practice",
      "directed": "true",
      "dependency_kind": "",
      "confidence": "",
      "claim_status": "candidate",
      "source_ids": [
        "src_u31_ocad_proforma"
      ],
      "evidence_ids": [
        "ev_e31_ocad_7_method_or_methodology_viable_system_model_vsm"
      ],
      "source_locator": "Module_07",
      "valid_from": "",
      "valid_to": "",
      "scope_conditions": "Included as a proposed teaching topic in this published pro forma. This does not establish delivery, enrolment availability, or endorsement of every associated claim.",
      "assertion_mode": "asserted",
      "inference_method": "",
      "claim_id": "claim_e31_ocad_7_method_or_methodology_viable_system_model_vsm",
      "reviewed_by": "",
      "reviewed_at": "",
      "notes": "",
      "plain_phrase": "taught in",
      "public_review_label": "Located source statement; curator review pending",
      "connection_pass": "update_20261008"
    },
    {
      "id": "e34_orglens_method_or_methodology_viable_system_model_vsm",
      "source": "tool_orglens",
      "target": "method_or_methodology_viable_system_model_vsm",
      "relation_type": "uses",
      "relation_family": "practice",
      "directed": "true",
      "dependency_kind": "",
      "confidence": "",
      "claim_status": "candidate",
      "source_ids": [
        "src_u34_orglens_architecture"
      ],
      "evidence_ids": [],
      "source_locator": "Structure (Viable System Model); orglens/checks.py: check, absence_lint, operations",
      "valid_from": "",
      "valid_to": "",
      "scope_conditions": "OrgLens implements checks on a submitted VSM representation, including missing functions, autonomy, and channels. Findings are hypotheses about that model, not certified organisational facts.",
      "assertion_mode": "asserted",
      "inference_method": "",
      "claim_id": "",
      "reviewed_by": "",
      "reviewed_at": "",
      "notes": "",
      "plain_phrase": "uses",
      "public_review_label": "Source-scoped candidate; editorial review remains open",
      "connection_pass": "update_20261024"
    }
  ],
  "claims": [
    {
      "id": "claim_v03_vsm_not_org_chart",
      "statement": "The Viable System Model is a functional and relational model of viability, not a five-box organisation chart or a prescription that each function must be a separate department.",
      "subject_id": "method_or_methodology_viable_system_model_vsm",
      "predicate": "distinguishes",
      "object_id": "",
      "status": "provisional",
      "supporting_source_ids": [
        "src_beer_diagnosing_system_1985",
        "src_metaphorum_vsm_2026"
      ],
      "supporting_evidence_ids": [
        "ev_metaphorum_vsm_bases"
      ],
      "contradicting_source_ids": [],
      "contradicting_evidence_ids": [],
      "notes": "Practice-facing orientation claim; exact Beer locators remain desirable.",
      "review_status": "research_pass_needs_editor",
      "reviewed_by": "",
      "reviewed_at": ""
    },
    {
      "id": "claim_vsm_operationalises_viability",
      "statement": "The Viable System Model operationalises questions of viability through recursively related operational and meta-systemic functions.",
      "subject_id": "method_or_methodology_viable_system_model_vsm",
      "predicate": "operationalises",
      "object_id": "concept_viability",
      "status": "corroborated",
      "supporting_source_ids": [
        "src_metaphorum_vsm_current",
        "src_beer_diagnosing_system_1985",
        "src_taylor_vsm_lecture_2025"
      ],
      "supporting_evidence_ids": [
        "ev_metaphorum_vsm_foundations",
        "ev_taylor_vsm_viability"
      ],
      "contradicting_source_ids": [],
      "contradicting_evidence_ids": [],
      "notes": "Scope is deliberately narrow. Named editorial review is required.",
      "review_status": "research_pass_needs_editor",
      "reviewed_by": "",
      "reviewed_at": ""
    },
    {
      "id": "claim_vsm_recursive_basis",
      "statement": "The VSM is publicly described by Metaphorum as drawing on the mathematics of recursive systems; the precise organisational-recursion formulation still requires primary Beer page locators.",
      "subject_id": "method_or_methodology_viable_system_model_vsm",
      "predicate": "uses",
      "object_id": "concept_organisational_recursion",
      "status": "provisional",
      "supporting_source_ids": [
        "src_metaphorum_vsm_2026",
        "src_beer_diagnosing_system_1985"
      ],
      "supporting_evidence_ids": [
        "ev_metaphorum_vsm_bases"
      ],
      "contradicting_source_ids": [],
      "contradicting_evidence_ids": [],
      "notes": "Do not promote until primary-book text is located.",
      "review_status": "research_pass_needs_editor",
      "reviewed_by": "",
      "reviewed_at": ""
    },
    {
      "id": "claim_vsm_uses_requisite_variety",
      "statement": "The Viable System Model explicitly uses the Law of Requisite Variety as part of its theoretical basis.",
      "subject_id": "method_or_methodology_viable_system_model_vsm",
      "predicate": "uses",
      "object_id": "law_or_principle_law_of_requisite_variety",
      "status": "corroborated",
      "supporting_source_ids": [
        "src_metaphorum_vsm_2026"
      ],
      "supporting_evidence_ids": [
        "ev_metaphorum_vsm_bases"
      ],
      "contradicting_source_ids": [],
      "contradicting_evidence_ids": [],
      "notes": "Public community account; primary Beer locators remain desirable.",
      "review_status": "research_pass_needs_editor",
      "reviewed_by": "",
      "reviewed_at": ""
    },
    {
      "id": "claim_e30_orglens_vsm",
      "statement": "The maintainer describes VSM as one analytical lens. This documents the tool’s method claim, not independent validation of its diagnoses.",
      "subject_id": "tool_orglens",
      "predicate": "uses",
      "object_id": "method_or_methodology_viable_system_model_vsm",
      "status": "candidate",
      "supporting_source_ids": [
        "src_u30_orglens"
      ],
      "supporting_evidence_ids": [
        "ev_e30_orglens_vsm"
      ],
      "contradicting_source_ids": [],
      "contradicting_evidence_ids": [],
      "notes": "Scope is limited to the identified source passage.",
      "review_status": "research_pass_needs_editor",
      "reviewed_by": "",
      "reviewed_at": "",
      "connection_pass": "update_20261007"
    },
    {
      "id": "claim_e31_ocad_7_method_or_methodology_viable_system_model_vsm",
      "statement": "Included as a proposed teaching topic in this published pro forma. This does not establish delivery, enrolment availability, or endorsement of every associated claim.",
      "subject_id": "method_or_methodology_viable_system_model_vsm",
      "predicate": "taught_in",
      "object_id": "corpus_ing_ocad_reading_route_2026",
      "status": "candidate",
      "supporting_source_ids": [
        "src_u31_ocad_proforma"
      ],
      "supporting_evidence_ids": [
        "ev_e31_ocad_7_method_or_methodology_viable_system_model_vsm"
      ],
      "contradicting_source_ids": [],
      "contradicting_evidence_ids": [],
      "notes": "Source-scoped interpretation. Human editorial acceptance remains pending.",
      "review_status": "research_pass_needs_editor",
      "reviewed_by": "",
      "reviewed_at": "",
      "connection_pass": "update_20261008"
    },
    {
      "id": "claim35_e_v03_vsm_transduction",
      "statement": "Beer makes boundary transducer capacity a condition of VSM communication; the claim concerns his organisational use of transduction.",
      "subject_id": "method_or_methodology_viable_system_model_vsm",
      "predicate": "uses",
      "object_id": "concept_transduction",
      "status": "candidate",
      "supporting_source_ids": [
        "src_u35_beer_vsm_1989"
      ],
      "supporting_evidence_ids": [
        "ev35_edge_e_v03_vsm_transduction_1"
      ],
      "contradicting_source_ids": [],
      "contradicting_evidence_ids": [],
      "notes": "Primary-source exposition; editorial acceptance open",
      "review_status": "research_pass_needs_editor",
      "reviewed_by": "",
      "reviewed_at": "",
      "connection_pass": "depth_20261029"
    },
    {
      "id": "claim35_e_0349",
      "statement": "The VSM embeds viable systems within viable systems; this is functional recursion in Beer's model, not an inference from repeated box shapes.",
      "subject_id": "method_or_methodology_viable_system_model_vsm",
      "predicate": "uses",
      "object_id": "concept_organisational_recursion",
      "status": "candidate",
      "supporting_source_ids": [
        "src_u35_beer_vsm_1989"
      ],
      "supporting_evidence_ids": [
        "ev35_edge_e_0349_1"
      ],
      "contradicting_source_ids": [],
      "contradicting_evidence_ids": [],
      "notes": "Primary-source exposition; editorial acceptance open",
      "review_status": "research_pass_needs_editor",
      "reviewed_by": "",
      "reviewed_at": "",
      "connection_pass": "depth_20261029"
    },
    {
      "id": "claim35_e16_relational_crosswalk_223",
      "statement": "Beer describes developing the VSM through successive formulations; his retrospective account does not independently establish every historical or validity claim.",
      "subject_id": "person_stafford_beer",
      "predicate": "developed",
      "object_id": "method_or_methodology_viable_system_model_vsm",
      "status": "candidate",
      "supporting_source_ids": [
        "src_u35_beer_vsm_1989"
      ],
      "supporting_evidence_ids": [
        "ev35_edge_e16_relational_crosswalk_223_1"
      ],
      "contradicting_source_ids": [],
      "contradicting_evidence_ids": [],
      "notes": "Primary-source exposition; editorial acceptance open",
      "review_status": "research_pass_needs_editor",
      "reviewed_by": "",
      "reviewed_at": "",
      "connection_pass": "depth_20261029"
    }
  ],
  "sources": [
    {
      "id": "src_scio_cf_resources_2022",
      "title": "SCiO CF Resources v9 draft",
      "source_type": "professional_framework_resource_guide",
      "quality_tier": "C",
      "access": "no_public_link",
      "url": "",
      "date": "2022-09-15",
      "notes": "SCiO internal competency-resource draft; no public link. Public SCiO accreditation pages are linked separately where possible.",
      "creators": [
        "SCiO"
      ],
      "doi": "",
      "isbn": "",
      "publisher": "",
      "licence": "",
      "archived_url": "",
      "content_hash": "",
      "review_status": "pass4_legacy_internal_register_audit",
      "last_checked": "2026-08-14",
      "public_link_status": "no_public_link"
    },
    {
      "id": "src_beer_diagnosing_system_1985",
      "title": "Diagnosing the System for Organizations",
      "source_type": "primary_book",
      "quality_tier": "A",
      "access": "public_metadata",
      "url": "https://www.wiley-vch.de/en/areas-interest/finance-economics-law/diagnosing-the-system-for-organizations-978-0-471-95136-0",
      "date": "1985-01-01",
      "notes": "Stafford Beer's guide to diagnosing organisations with the Viable System Model. The exact primary-book pages for the recursive-system theorem remain to be located before the organisational-recursion relation is promoted.",
      "creators": [
        "Stafford Beer"
      ],
      "doi": "",
      "isbn": "9780471951360",
      "publisher": "Wiley",
      "licence": "publisher_terms",
      "archived_url": "",
      "content_hash": "",
      "review_status": "research_pass_needs_editor",
      "last_checked": "2026-08-09",
      "public_link_status": "public_link"
    },
    {
      "id": "src_metaphorum_vsm_2026",
      "title": "Viable System Model - The VSM in 1000 words",
      "source_type": "professional_community_explainer",
      "quality_tier": "C",
      "access": "public",
      "url": "https://metaphorum.org/staffords-work/viable-system-model",
      "date": "2026-08-09",
      "notes": "Metaphorum explainer identifying Ashby's requisite variety, Wiener's cybernetics and the mathematics of recursive systems among the VSM's theoretical bases. Used as a public bridge source pending exact primary-book locators.",
      "creators": [
        "Metaphorum"
      ],
      "doi": "",
      "isbn": "",
      "publisher": "Metaphorum",
      "licence": "site_terms",
      "archived_url": "",
      "content_hash": "",
      "review_status": "research_pass_needs_editor",
      "last_checked": "2026-08-09",
      "public_link_status": "public_link"
    },
    {
      "id": "src_scio_what_vsm_2024",
      "title": "What is the Viable System Model?",
      "source_type": "professional_body_explainer",
      "quality_tier": "B",
      "access": "public",
      "url": "https://www.systemspractice.org/resources/what-viable-system-model",
      "date": "2024-07-01",
      "notes": "SCiO public overview of the VSM as a model of the activities and relationships needed for organisational survival, performance and adaptation.",
      "creators": [
        "Patrick Hoverstadt"
      ],
      "doi": "",
      "isbn": "",
      "publisher": "SCiO",
      "licence": "site_terms",
      "archived_url": "",
      "content_hash": "",
      "review_status": "checked",
      "last_checked": "2026-08-09",
      "public_link_status": "public_link"
    },
    {
      "id": "src_skills_england_st0787_v12",
      "title": "Systems Thinking Practitioner apprenticeship standard ST0787 v1.2",
      "source_type": "government_standard",
      "quality_tier": "A",
      "access": "public",
      "url": "https://skillsengland.education.gov.uk/apprenticeships/st0787-v1-2",
      "date": "2025-02-20",
      "notes": "Current approved standard; requires concepts, laws, provenance, schools, ontology, epistemology, approaches, intervention, ethics and evaluation.",
      "creators": [],
      "doi": "",
      "isbn": "",
      "publisher": "",
      "licence": "",
      "archived_url": "",
      "content_hash": "",
      "review_status": "checked",
      "last_checked": "2026-08-09",
      "public_link_status": "public_link"
    },
    {
      "id": "src_grammar_presentation_2022",
      "title": "The Grammar of Systems - SCiO presentation",
      "source_type": "presentation",
      "quality_tier": "C",
      "access": "public",
      "url": "https://www.systemspractice.org/resources/grammar-systems",
      "date": "2022-03-21",
      "notes": "Lists 33 systems laws and principles and describes nine patterns of thinking.",
      "creators": [
        "Patrick Hoverstadt"
      ],
      "doi": "",
      "isbn": "",
      "publisher": "SCiO",
      "licence": "site_terms",
      "archived_url": "",
      "content_hash": "",
      "review_status": "checked",
      "last_checked": "2026-08-10",
      "public_link_status": "public_link"
    },
    {
      "id": "src_grammar_2ed_2025",
      "title": "The Grammar of Systems II: From Order to Chaos and Back Again, 2nd edition",
      "source_type": "book",
      "quality_tier": "B",
      "access": "public_metadata",
      "url": "https://www.systemspractice.org/resources/grammar-systems-ii-order-chaos-back-again-2nd-ed",
      "date": "2025-08-01",
      "notes": "Current second-edition metadata. The book presents nine systems-thinking patterns and 33 systems laws and principles.",
      "creators": [
        "Patrick Hoverstadt"
      ],
      "doi": "",
      "isbn": "979-8298960878",
      "publisher": "SCiO",
      "licence": "publisher_terms",
      "archived_url": "",
      "content_hash": "",
      "review_status": "checked",
      "last_checked": "2026-08-10",
      "public_link_status": "public_link"
    },
    {
      "id": "src_salah_grammar_part1_2022",
      "title": "Cybersecurity Lessons from The Grammar of Systems, part 1",
      "source_type": "public_secondary_summary",
      "quality_tier": "C",
      "access": "public",
      "url": "https://www.linkedin.com/pulse/cybersecurity-lessons-from-grammar-systems-order-chaos-osama-salah/",
      "date": "2022-05-16",
      "notes": "Public secondary summary of Grammar of Systems items 1–11. Used as an accessible orientation aid; the book remains the controlling source.",
      "creators": [
        "Osama Salah"
      ],
      "publisher": "LinkedIn",
      "licence": "publisher_terms",
      "review_status": "checked",
      "last_checked": "2026-08-09",
      "public_link_status": "public_link"
    },
    {
      "id": "src_salah_grammar_part2_2022",
      "title": "Cybersecurity Lessons from The Grammar of Systems, part 2",
      "source_type": "public_secondary_summary",
      "quality_tier": "C",
      "access": "public",
      "url": "https://www.linkedin.com/pulse/cybersecurity-lessons-from-grammar-systems-order-chaos-osama-salah-1f",
      "date": "2022-05-23",
      "notes": "Public secondary summary of Grammar of Systems items 12–22. Used as an accessible orientation aid; the book remains the controlling source.",
      "creators": [
        "Osama Salah"
      ],
      "publisher": "LinkedIn",
      "licence": "publisher_terms",
      "review_status": "checked",
      "last_checked": "2026-08-09",
      "public_link_status": "public_link"
    },
    {
      "id": "src_salah_grammar_part3_2022",
      "title": "Cybersecurity Lessons from The Grammar of Systems, part 3",
      "source_type": "public_secondary_summary",
      "quality_tier": "C",
      "access": "public",
      "url": "https://www.linkedin.com/pulse/cybersecurity-lessons-from-grammar-systems-order-chaos-osama-salah-2f",
      "date": "2022-06-01",
      "notes": "Public secondary summary of Grammar of Systems items 23–33. Used as an accessible orientation aid; the book remains the controlling source.",
      "creators": [
        "Osama Salah"
      ],
      "publisher": "LinkedIn",
      "licence": "publisher_terms",
      "review_status": "checked",
      "last_checked": "2026-08-09",
      "public_link_status": "public_link"
    },
    {
      "id": "src_conant_ashby_good_regulator_1970",
      "title": "Every Good Regulator of a System Must Be a Model of That System",
      "source_type": "primary_text",
      "quality_tier": "A",
      "access": "public",
      "url": "https://doi.org/10.1080/00207727008920220",
      "date": "1970",
      "notes": "Primary article text opened and inspected at Principia Cybernetica. Electronic transcription contains formatting errors in some equations. Locators here identify its PDF pages, not invented original journal page correspondence.",
      "creators": [
        "Roger C. Conant",
        "W. Ross Ashby"
      ],
      "doi": "10.1080/00207727008920220",
      "isbn": "",
      "publisher": "International Journal of Systems Science 1(2), 89–97",
      "licence": "publisher_terms",
      "archived_url": "",
      "content_hash": "",
      "review_status": "passage_checked_research_pass",
      "last_checked": "2026-10-29",
      "public_link_status": "public_link",
      "reading_url": "https://pespmc1.vub.ac.be/books/Conant_Ashby.pdf",
      "connection_pass": "depth_20261029",
      "source_locator": "Theorem, proof, and subsequent comments, electronic PDF pp. 8–9; section 5, Discussion",
      "access_note": "Electronic transcription contains formatting errors in some equations. Locators here identify its PDF pages, not invented original journal page correspondence."
    },
    {
      "id": "src_sysbok_feedback_2013",
      "title": "SCiO SysBoK - Feedback v1",
      "source_type": "legacy_map_presentation",
      "quality_tier": "C",
      "access": "no_public_link",
      "url": "",
      "date": "2013-04-01",
      "notes": "Legacy SCiO SysBoK working presentation; no public link.",
      "creators": [
        "SCiO"
      ],
      "doi": "",
      "isbn": "",
      "publisher": "",
      "licence": "",
      "archived_url": "",
      "content_hash": "",
      "review_status": "pass4_legacy_internal_register_audit",
      "last_checked": "2026-08-14",
      "public_link_status": "no_public_link"
    },
    {
      "id": "src_sysbok_recursion_2013",
      "title": "SCiO SysBoK - Recursion v1",
      "source_type": "legacy_map_presentation",
      "quality_tier": "C",
      "access": "no_public_link",
      "url": "",
      "date": "2013-07-01",
      "notes": "Legacy SCiO SysBoK working presentation; no public link.",
      "creators": [
        "SCiO"
      ],
      "doi": "",
      "isbn": "",
      "publisher": "",
      "licence": "",
      "archived_url": "",
      "content_hash": "",
      "review_status": "pass4_legacy_internal_register_audit",
      "last_checked": "2026-08-14",
      "public_link_status": "no_public_link"
    },
    {
      "id": "src_u35_beer_vsm_1989",
      "title": "The Viable System Model: its provenance, development, methodology and pathology",
      "source_type": "primary_text",
      "quality_tier": "A",
      "access": "public",
      "url": "https://kybernetik.ch/dwn/Viable_System_Model.pdf",
      "date": "1989",
      "notes": "Primary text opened and inspected. The cover says 1989; Appendix 2 explicitly gives page references to The Heart of Enterprise (1979). Do not silently identify this edition with the 1984 JORS paper. It is Beer's own methodological and historical account, not independent effectiveness evidence. Copyright 2002 Cwarel Isaf Institute.",
      "creators": [
        "Stafford Beer"
      ],
      "doi": "",
      "isbn": "",
      "publisher": "Cwarel Isaf Institute, electronic edition 2002; cover dates the text 1989",
      "licence": "source terms unless otherwise stated",
      "archived_url": "",
      "content_hash": "",
      "review_status": "passage_checked_research_pass",
      "last_checked": "2026-10-29",
      "public_link_status": "public_link",
      "connection_pass": "depth_20261029",
      "source_locator": "Provenance, PDF pp. 3–4; On mapping and measuring complexity, pp. 6–8; The Viable System Model, pp. 10–11; Appendix 2, p. 16",
      "access_note": "Do not silently identify this edition with the 1984 JORS paper. It is Beer's own methodological and historical account, not independent effectiveness evidence. Copyright 2002 Cwarel Isaf Institute."
    },
    {
      "id": "src_scio_fractal_organisation_manual_2026",
      "title": "The Fractal Organisation Manual: How to diagnose & design organisations using the Viable System Model",
      "source_type": "official_professional_body_book_page",
      "quality_tier": "B",
      "access": "public_metadata",
      "url": "https://www.systemspractice.org/resources/fractal-organisation-manual-how-diagnose-design-organisations-using-viable-system-model",
      "date": "2026-04",
      "notes": "SCiO book page for Patrick Hoverstadt's practice manual, described as distilling thirty years of VSM diagnosis, design and governance work.",
      "creators": [
        "Patrick Hoverstadt"
      ],
      "doi": "",
      "isbn": "979-8250847018",
      "publisher": "SCiO",
      "licence": "publisher_terms",
      "archived_url": "",
      "content_hash": "",
      "review_status": "checked",
      "last_checked": "2026-08-10",
      "public_link_status": "public_link"
    },
    {
      "id": "src_scio_courses_current",
      "title": "SCiO all courses",
      "source_type": "official_professional_body_catalogue",
      "quality_tier": "A",
      "access": "public",
      "url": "https://www.systemspractice.org/courses",
      "date": "2026",
      "notes": "Current public catalogue of SCiO systems-practice and intervention courses. It is used to audit method and trainer coverage, not to establish the independent validity of a method.",
      "creators": [
        "SCiO - Systems and Complexity in Organisation"
      ],
      "doi": "",
      "isbn": "",
      "publisher": "SCiO",
      "licence": "site_terms",
      "archived_url": "",
      "content_hash": "",
      "review_status": "checked",
      "last_checked": "2026-08-10",
      "public_link_status": "public_link"
    },
    {
      "id": "src_springer_organizational_systems_2011",
      "title": "Organizational Systems: Managing Complexity with the Viable System Model",
      "source_type": "official_publisher_book_page",
      "quality_tier": "A",
      "access": "public_metadata",
      "url": "https://link.springer.com/book/10.1007/978-3-642-19109-1",
      "date": "2011",
      "notes": "Springer's page records Raul Espejo and Alfonso Reyes as authors and describes the book's treatment of organisational cybernetics, the Viable System Model, Viplan, diagnosis, design and implementation.",
      "creators": [
        "Raul Espejo",
        "Alfonso Reyes"
      ],
      "doi": "10.1007/978-3-642-19109-1",
      "isbn": "978-3-642-19109-1",
      "publisher": "Springer Berlin Heidelberg",
      "licence": "publisher_terms",
      "archived_url": "",
      "content_hash": "",
      "review_status": "checked",
      "last_checked": "2026-08-11",
      "public_link_status": "public_link"
    },
    {
      "id": "src_taylor_vsm_lecture_2025",
      "title": "Benjamin Taylor VSM lecture",
      "source_type": "public_teaching_material",
      "quality_tier": "C",
      "access": "public",
      "url": "https://antlerboy.com/library/files/talks/viable-system-model-lecture.pdf",
      "date": "2025-05-10",
      "notes": "Public teaching presentation. Public PDF linked on 2026-09-19; the earlier unpublished access description is superseded.",
      "creators": [
        "Benjamin P Taylor"
      ],
      "doi": "",
      "isbn": "",
      "publisher": "Benjamin P Taylor public work library",
      "licence": "not_publicly_licensed",
      "archived_url": "",
      "content_hash": "",
      "review_status": "public_file_identity_checked",
      "last_checked": "2026-09-19",
      "public_link_status": "public_link"
    },
    {
      "id": "src_metaphorum_vsm_current",
      "title": "Viable System Model - Metaphorum",
      "source_type": "professional_body_reference",
      "quality_tier": "B",
      "access": "public",
      "url": "https://metaphorum.org/staffords-work/viable-system-model",
      "date": "2026-08-09",
      "notes": "Metaphorum's public orientation to Stafford Beer's Viable System Model and its grounding in cybernetics, requisite variety and recursion.",
      "creators": [
        "Metaphorum"
      ],
      "doi": "",
      "isbn": "",
      "publisher": "Metaphorum",
      "licence": "site_terms",
      "archived_url": "",
      "content_hash": "",
      "review_status": "research_pass_needs_editor",
      "last_checked": "2026-08-09",
      "public_link_status": "public_link"
    },
    {
      "id": "src_taylor_vsm_simplification_2023",
      "title": "Organisations need to deal with complexity: a simplification of the Viable System Model",
      "source_type": "public_teaching_material",
      "quality_tier": "C",
      "access": "public",
      "url": "https://antlerboy.com/library/files/talks/simplifying-the-viable-system-model.pdf",
      "date": "2023-03-01",
      "notes": "Public author teaching deck relating organisational capacity, capability, connectedness and variety to operational, environmental and future complexity. Public PDF linked on 2026-09-19; the earlier unpublished access description is superseded.",
      "creators": [
        "Benjamin P Taylor"
      ],
      "doi": "",
      "isbn": "",
      "publisher": "Benjamin P Taylor public work library",
      "licence": "not_publicly_licensed",
      "archived_url": "",
      "content_hash": "",
      "review_status": "public_file_identity_checked",
      "last_checked": "2026-09-19",
      "public_link_status": "public_link"
    },
    {
      "id": "src_scio_accreditation_current",
      "title": "SCiO Professional Accreditation and Competency Framework",
      "source_type": "professional_body_page",
      "quality_tier": "C",
      "access": "public",
      "url": "https://www.systemspractice.org/professional-accreditation",
      "date": "2026-08-09",
      "notes": "Current framework fields and assessment process.",
      "creators": [],
      "doi": "",
      "isbn": "",
      "publisher": "",
      "licence": "",
      "archived_url": "",
      "content_hash": "",
      "review_status": "checked",
      "last_checked": "2026-08-09",
      "public_link_status": "public_link"
    },
    {
      "id": "src_practice_lab_viable_system_model",
      "title": "Viable System Model: diagnose functions and channels",
      "source_type": "practice_resource",
      "quality_tier": "A",
      "access": "public",
      "url": "https://transduction.systems/systems-thinking/practice/viable-system-model/",
      "date": "2026-09-07",
      "notes": "Original fictional exercise. A basic organisational diagnosis. Functions can be distributed or combined in people and groups. The exercise does not establish that every multi-agency network has a single legitimate metasystem.",
      "creators": [
        "The Necessary Tangle editorial practice pack"
      ],
      "doi": "",
      "isbn": "",
      "publisher": "The Necessary Tangle",
      "licence": "Original practice text CC BY-SA 4.0; external material retains source terms",
      "archived_url": "",
      "content_hash": "",
      "review_status": "original_material_and_source_boundary_recorded",
      "last_checked": "2026-09-07",
      "public_link_status": "public_link"
    },
    {
      "id": "src_reynolds_holwell_intro_2020",
      "title": "Introducing Systems Approaches",
      "source_type": "primary_chapter_abstract",
      "quality_tier": "A",
      "access": "public",
      "url": "https://link.springer.com/chapter/10.1007/978-1-4471-7472-1_1",
      "date": "2026-09-09",
      "notes": "Abstract and publisher bibliographic record inspected. Full chapter is subscription content and was not reviewed.",
      "creators": [
        "Martin Reynolds",
        "Sue Holwell"
      ],
      "doi": "",
      "isbn": "",
      "publisher": "Springer",
      "licence": "source terms unless otherwise stated",
      "archived_url": "",
      "content_hash": "",
      "review_status": "source_scope_checked",
      "last_checked": "2026-09-09",
      "public_link_status": "public_link",
      "connection_pass": "september_connections_2026"
    },
    {
      "id": "src_fem_vsm_system2",
      "title": "System 2 of VSM through the lens of FEM",
      "source_type": "primary_public_webpage",
      "quality_tier": "A",
      "access": "public",
      "url": "https://fractalmodel.blogs.dsv.su.se/vsms2fem/",
      "date": "2026-09-09",
      "notes": "Inspected the explanatory text: FEM patterns depict coordination needs and possible System 2 arrangements. The project’s criticism of VSM visual notation is its own assessment.",
      "creators": [
        "Fractal Enterprise Model project"
      ],
      "doi": "",
      "isbn": "",
      "publisher": "Stockholm University project site",
      "licence": "source terms unless otherwise stated",
      "archived_url": "",
      "content_hash": "",
      "review_status": "source_scope_checked",
      "last_checked": "2026-09-09",
      "public_link_status": "public_link",
      "connection_pass": "september_connections_2026"
    },
    {
      "id": "src_fem_vsm_system1",
      "title": "Decomposition of System 1 units of VSM",
      "source_type": "primary_public_webpage",
      "quality_tier": "A",
      "access": "public",
      "url": "https://fractalmodel.blogs.dsv.su.se/vsm-s1-decomposition/",
      "date": "2026-09-09",
      "notes": "Inspected text on responsibilities, process/asset boundaries, ghosts and groups. Decomposition may denote variants or parts, which must be distinguished.",
      "creators": [
        "Fractal Enterprise Model project"
      ],
      "doi": "",
      "isbn": "",
      "publisher": "Stockholm University project site",
      "licence": "source terms unless otherwise stated",
      "archived_url": "",
      "content_hash": "",
      "review_status": "source_scope_checked",
      "last_checked": "2026-09-09",
      "public_link_status": "public_link",
      "connection_pass": "september_connections_2026"
    },
    {
      "id": "src_taylor_boxer_boundary_2026",
      "title": "What the boundary cannot carry alone, working redraft v3",
      "source_type": "working_paper",
      "quality_tier": "A",
      "access": "public",
      "url": "https://antlerboy.com/library/what-the-boundary-cannot-carry-alone/",
      "date": "2026-09-09",
      "notes": "Taylor and Boxer, 26 August 2026. All seven pages of the supplied manuscript inspected; not a peer-reviewed final article. The title page gives v3; the running footer retains v1.",
      "creators": [
        "Benjamin P Taylor",
        "Philip Boxer"
      ],
      "doi": "",
      "isbn": "",
      "publisher": "Benjamin P Taylor public work library",
      "licence": "source terms unless otherwise stated",
      "archived_url": "",
      "content_hash": "",
      "review_status": "source_scope_checked",
      "last_checked": "2026-09-09",
      "public_link_status": "public_link",
      "connection_pass": "september_connections_2026"
    },
    {
      "id": "src_sep_lt_original",
      "title": "Leading Transformation: Original route, 2020–2025 source versions",
      "source_type": "public_curriculum",
      "quality_tier": "A",
      "access": "public",
      "url": "https://github.com/antlerboy/PSTA/blob/main/content/leading-transformation.json",
      "date": "2026-09-09",
      "notes": "Public programme module register inspected. This is an educational route, not evidence of an intellectual lineage or a delivery commitment.",
      "creators": [
        "RedQuadrant",
        "Public Service Transformation Academy"
      ],
      "doi": "",
      "isbn": "",
      "publisher": "Public Service Transformation Academy",
      "licence": "source terms unless otherwise stated",
      "archived_url": "",
      "content_hash": "",
      "review_status": "source_scope_checked",
      "last_checked": "2026-09-09",
      "public_link_status": "public_link",
      "connection_pass": "september_connections_2026"
    },
    {
      "id": "src_sep_lt_revised",
      "title": "Leading Transformation: Revised route, 6 September 2026",
      "source_type": "public_curriculum",
      "quality_tier": "A",
      "access": "public",
      "url": "https://github.com/antlerboy/PSTA/blob/main/content/curriculum-2026.json",
      "date": "2026-09-09",
      "notes": "Public programme module register inspected. This is an educational route, not evidence of an intellectual lineage or a delivery commitment.",
      "creators": [
        "RedQuadrant",
        "Public Service Transformation Academy"
      ],
      "doi": "",
      "isbn": "",
      "publisher": "Public Service Transformation Academy",
      "licence": "source terms unless otherwise stated",
      "archived_url": "",
      "content_hash": "",
      "review_status": "source_scope_checked",
      "last_checked": "2026-09-09",
      "public_link_status": "public_link",
      "connection_pass": "september_connections_2026"
    },
    {
      "id": "src_intake26_leonard_asc2014",
      "title": "Allenna Leonard: 2014 ASC conference biography",
      "source_type": "primary_public_record",
      "quality_tier": "A",
      "access": "public",
      "url": "https://asc-cybernetics.org/2014/?page_id=934",
      "date": "2014",
      "notes": "Biographical Info: Self-authored conference biography: practical use of VSM and Team Syntegrity, and work with Stafford Beer. Roles described here are dated to 2014.",
      "creators": [],
      "doi": "",
      "isbn": "",
      "publisher": "American Society for Cybernetics",
      "licence": "source terms unless otherwise stated",
      "archived_url": "",
      "content_hash": "",
      "review_status": "source_scope_checked",
      "last_checked": "2026-09-18",
      "public_link_status": "public_link",
      "connection_pass": "source_intake_20260918"
    },
    {
      "id": "src_lib26_27069bfd21e1b3b0",
      "title": "Positive dynamics of differentiation and integration; ISSS",
      "source_type": "public_catalogue_record",
      "quality_tier": "C",
      "access": "public",
      "url": "https://antlerboy.com/library/files/talks/positive-dynamics-differentiation-and-integration.pdf",
      "date": "2026-09-19",
      "notes": "Public Antlerboy manifest. PDF text indexed; located concept terms, not a full scholarly review. Identity and located teaching relationships are separated from automatic title matches and exact text mentions. A term appearing in a source is not proof of its definition, endorsement, influence, or logical dependence.",
      "creators": [
        "Benjamin P Taylor"
      ],
      "doi": "",
      "isbn": "",
      "publisher": "Benjamin P Taylor public work library",
      "licence": "source terms unless otherwise stated",
      "archived_url": "",
      "content_hash": "",
      "review_status": "located_public_record",
      "last_checked": "2026-09-19",
      "public_link_status": "public_link",
      "connection_pass": "library_20260919",
      "year": "2024"
    },
    {
      "id": "src_lib26_3d2e2710c49aaf3d",
      "title": "Systems leadership, change, theory and practice",
      "source_type": "public_catalogue_record",
      "quality_tier": "C",
      "access": "public",
      "url": "https://antlerboy.com/library/files/talks/systems-leadership-change-theory-and-practice.pdf",
      "date": "2026-09-19",
      "notes": "Public Antlerboy manifest. PDF text indexed; located concept terms, not a full scholarly review. Identity and located teaching relationships are separated from automatic title matches and exact text mentions. A term appearing in a source is not proof of its definition, endorsement, influence, or logical dependence.",
      "creators": [
        "Benjamin P Taylor"
      ],
      "doi": "",
      "isbn": "",
      "publisher": "Benjamin P Taylor public work library",
      "licence": "source terms unless otherwise stated",
      "archived_url": "",
      "content_hash": "",
      "review_status": "located_public_record",
      "last_checked": "2026-09-19",
      "public_link_status": "public_link",
      "connection_pass": "library_20260919",
      "year": "2023"
    },
    {
      "id": "src_lib26_c325397adbe53d57",
      "title": "Power, systems, and the Viable System Model",
      "source_type": "public_catalogue_record",
      "quality_tier": "C",
      "access": "public",
      "url": "https://antlerboy.com/library/files/talks/power-systems-and-the-viable-system-model.pdf",
      "date": "2026-09-19",
      "notes": "Public Antlerboy manifest. PDF text indexed; located concept terms, not a full scholarly review. Identity and located teaching relationships are separated from automatic title matches and exact text mentions. A term appearing in a source is not proof of its definition, endorsement, influence, or logical dependence.",
      "creators": [
        "Benjamin P Taylor"
      ],
      "doi": "",
      "isbn": "",
      "publisher": "Benjamin P Taylor public work library",
      "licence": "source terms unless otherwise stated",
      "archived_url": "",
      "content_hash": "",
      "review_status": "located_public_record",
      "last_checked": "2026-09-19",
      "public_link_status": "public_link",
      "connection_pass": "library_20260919",
      "year": "2023"
    },
    {
      "id": "src_lib26_a9c290f694efcc45",
      "title": "Large-group processes",
      "source_type": "public_catalogue_record",
      "quality_tier": "C",
      "access": "public",
      "url": "https://antlerboy.com/library/files/talks/large-group-processes.pdf",
      "date": "2026-09-19",
      "notes": "Public Antlerboy manifest. PDF text indexed; located concept terms, not a full scholarly review. Identity and located teaching relationships are separated from automatic title matches and exact text mentions. A term appearing in a source is not proof of its definition, endorsement, influence, or logical dependence.",
      "creators": [
        "Benjamin P Taylor"
      ],
      "doi": "",
      "isbn": "",
      "publisher": "Benjamin P Taylor public work library",
      "licence": "source terms unless otherwise stated",
      "archived_url": "",
      "content_hash": "",
      "review_status": "located_public_record",
      "last_checked": "2026-09-19",
      "public_link_status": "public_link",
      "connection_pass": "library_20260919",
      "year": "2024"
    },
    {
      "id": "src_lib26_64b284d96b108e55",
      "title": "Core systems-change slide set",
      "source_type": "public_catalogue_record",
      "quality_tier": "C",
      "access": "public",
      "url": "https://antlerboy.com/library/files/reference/redquadrant-systems-change-framework.pdf",
      "date": "2026-09-19",
      "notes": "Public Antlerboy manifest. PDF text indexed; located concept terms, not a full scholarly review. Identity and located teaching relationships are separated from automatic title matches and exact text mentions. A term appearing in a source is not proof of its definition, endorsement, influence, or logical dependence.",
      "creators": [],
      "doi": "",
      "isbn": "",
      "publisher": "Benjamin P Taylor public work library",
      "licence": "source terms unless otherwise stated",
      "archived_url": "",
      "content_hash": "",
      "review_status": "located_public_record",
      "last_checked": "2026-09-19",
      "public_link_status": "public_link",
      "connection_pass": "library_20260919",
      "year": "2020"
    },
    {
      "id": "src_sp26_82aabbef7e96f5ee",
      "title": "Designing interagency responses to wicked problems: A viable system model board game",
      "source_type": "public_catalogue_record",
      "quality_tier": "C",
      "access": "public",
      "url": "https://doi.org/10.1016/j.ejor.2023.06.040",
      "date": "2026-09-19",
      "notes": "Opening title and DOI; Crossref publisher metadata. Bibliographic identity matched; source text indexed. Identity and located teaching relationships are separated from automatic title matches and exact text mentions. A term appearing in a source is not proof of its definition, endorsement, influence, or logical dependence.",
      "creators": [
        "Pamela Sydelko",
        "Angela Espinosa",
        "Gerald Midgley"
      ],
      "doi": "",
      "isbn": "",
      "publisher": "Elsevier BV",
      "licence": "source terms unless otherwise stated",
      "archived_url": "",
      "content_hash": "",
      "review_status": "located_public_record",
      "last_checked": "2026-09-19",
      "public_link_status": "public_link",
      "connection_pass": "library_20260919",
      "year": "2024"
    },
    {
      "id": "src_sp26_a63f52d3fe0bc7c0",
      "title": "Systems Approaches to Managing Change: A Practical Guide",
      "source_type": "public_catalogue_record",
      "quality_tier": "C",
      "access": "public",
      "url": "https://doi.org/10.1007/978-1-84882-809-4",
      "date": "2026-09-19",
      "notes": "Opening title and DOI; Crossref publisher metadata. Bibliographic identity matched; source text indexed. Identity and located teaching relationships are separated from automatic title matches and exact text mentions. A term appearing in a source is not proof of its definition, endorsement, influence, or logical dependence.",
      "creators": [],
      "doi": "",
      "isbn": "",
      "publisher": "Springer London",
      "licence": "source terms unless otherwise stated",
      "archived_url": "",
      "content_hash": "",
      "review_status": "located_public_record",
      "last_checked": "2026-09-19",
      "public_link_status": "public_link",
      "connection_pass": "library_20260919",
      "year": "2010"
    },
    {
      "id": "src_sp26_e35c4e039bbf52c2",
      "title": "An ecosystem approach for sustainability: addressing the challenge of complexity",
      "source_type": "public_catalogue_record",
      "quality_tier": "C",
      "access": "public",
      "url": "https://doi.org/10.1016/S0016-3287(99)00029-4",
      "date": "2026-09-19",
      "notes": "Opening title and DOI; Crossref publisher metadata. Bibliographic identity matched; source text indexed. Identity and located teaching relationships are separated from automatic title matches and exact text mentions. A term appearing in a source is not proof of its definition, endorsement, influence, or logical dependence.",
      "creators": [
        "James J. Kay",
        "Henry A. Regier",
        "Michelle Boyle",
        "George Francis"
      ],
      "doi": "",
      "isbn": "",
      "publisher": "Elsevier BV",
      "licence": "source terms unless otherwise stated",
      "archived_url": "",
      "content_hash": "",
      "review_status": "located_public_record",
      "last_checked": "2026-09-19",
      "public_link_status": "public_link",
      "connection_pass": "library_20260919",
      "year": "1999"
    },
    {
      "id": "src_u30_orglens",
      "title": "OrgLens README",
      "source_type": "public_source",
      "quality_tier": "B",
      "access": "public",
      "url": "https://framagit.org/dynamicskillset/orglens",
      "date": "2026",
      "notes": "Maintainer description. Formerly VSMkit; current evidence concerns fictional test organisations, not demonstrated outcomes in real organisations.",
      "creators": [
        "Doug Belshaw / Dynamic Skillset"
      ],
      "doi": "",
      "isbn": "",
      "publisher": "Dynamic Skillset",
      "licence": "source terms unless otherwise stated",
      "archived_url": "",
      "content_hash": "",
      "review_status": "source_scoped_research_pass",
      "last_checked": "2026-10-07",
      "public_link_status": "public_link",
      "connection_pass": "update_20261007",
      "source_locator": "README introduction, three lenses and What we have found"
    },
    {
      "id": "src_u31_ocad_proforma",
      "title": "Understanding Systems: 2026 SFIN-6011 pro forma",
      "source_type": "public_source",
      "quality_tier": "B",
      "access": "public",
      "url": "https://coevolving.com/ocadu/202601-sfin-6011/pro-forma/Whole_2026_SFIN6011_pro-forma_v0101a.html",
      "date": "2026",
      "notes": "Complete twelve-module discussion pro forma read. Suggestions may not have entered the launched course. Module-linked works remain bibliographic leads unless separately reviewed.",
      "creators": [
        "David Ing"
      ],
      "doi": "",
      "isbn": "",
      "publisher": "Coevolving / OCAD",
      "licence": "source terms unless otherwise stated",
      "archived_url": "",
      "content_hash": "",
      "review_status": "source_scoped_research_pass",
      "last_checked": "2026-10-08",
      "public_link_status": "public_link",
      "connection_pass": "update_20261008",
      "source_locator": "Module_01 through Module_12; introductory status and CC BY notice"
    },
    {
      "id": "src_u34_orglens_architecture",
      "title": "OrgLens technical overview and implemented lenses",
      "source_type": "public_source",
      "quality_tier": "B",
      "access": "public",
      "url": "https://framagit.org/dynamicskillset/orglens/-/blob/6ab72502741b1a9a9ccdc3dbaa8ad03e259bc536/docs/ARCHITECTURE.md",
      "date": "2026",
      "notes": "Doug Belshaw’s experimental tool separates model construction, deterministic checks, plain wording, and report writing. Its checked representation is not the organisation itself.",
      "creators": [],
      "doi": "",
      "isbn": "",
      "publisher": "Original author or publisher",
      "licence": "source terms unless otherwise stated",
      "archived_url": "",
      "content_hash": "",
      "review_status": "source_scoped_research_pass",
      "last_checked": "2026-10-24",
      "public_link_status": "public_link",
      "connection_pass": "update_20261024",
      "source_locator": "The three lenses; Structure; Feedback loops; Perspectives; From findings to a report"
    }
  ],
  "evidence_locators": [
    {
      "id": "ev_metaphorum_vsm_bases",
      "source_id": "src_metaphorum_vsm_2026",
      "locator": "The VSM in 1000 words, paragraphs 2-3",
      "review_status": "research_pass_needs_editor"
    },
    {
      "id": "ev35_edge_e_0349_1",
      "source_id": "src_u35_beer_vsm_1989",
      "locator": "PDF pp. 10–11; Appendix 2, p. 16, recursive system theorem (citing The Heart of Enterprise, p. 118)",
      "review_status": "research_pass_needs_editor"
    },
    {
      "id": "ev_taylor_vsm_viability",
      "source_id": "src_taylor_vsm_lecture_2025",
      "locator": "sections on viability, adaptation, identity, autonomy, cohesion and transduction",
      "review_status": "research_pass_needs_editor"
    },
    {
      "id": "ev_metaphorum_vsm_foundations",
      "source_id": "src_metaphorum_vsm_current",
      "locator": "VSM orientation page",
      "review_status": "research_pass_needs_editor"
    },
    {
      "id": "ev35_edge_e_v03_vsm_transduction_1",
      "source_id": "src_u35_beer_vsm_1989",
      "locator": "PDF p. 7; Appendix 2, p. 16, third principle (citing The Heart of Enterprise, p. 101)",
      "review_status": "research_pass_needs_editor"
    },
    {
      "id": "ev35_edge_e16_relational_crosswalk_223_1",
      "source_id": "src_u35_beer_vsm_1989",
      "locator": "Provenance, PDF pp. 3–4",
      "review_status": "research_pass_needs_editor"
    },
    {
      "id": "ev_e30_orglens_vsm",
      "source_id": "src_u30_orglens",
      "locator": "README: How is it set up? and test limitations",
      "review_status": "research_pass_needs_editor"
    },
    {
      "id": "ev_e31_ocad_7_method_or_methodology_viable_system_model_vsm",
      "source_id": "src_u31_ocad_proforma",
      "locator": "Module_07",
      "review_status": "research_pass_needs_editor"
    }
  ],
  "reuse_note": "Preserve source attribution, scope, and review status. Source documents and evidence excerpts are excluded."
}
