{
  "vercy": "1.0-draft",
  "publication": {
    "status": "research-draft",
    "adjudicationStatus": "unreviewed",
    "publishableCanonical": false,
    "generatedAt": "2026-09-12T11:27:08Z",
    "providers": [
      "Codex"
    ],
    "breadth": "recalled by Codex without web access - no source was read",
    "missingProviders": [],
    "pass": 2,
    "cost": {
      "grok": {
        "seconds": 22.7,
        "error": "Reading additional input from stdin...\nOpenAI Codex v0.153.4\n--------\nworkdir: R:\\02_PROJECTS\\02_Meta_Models_Platforms\\Ver.cy\\current\\thing-registry-backlog\nmodel: gpt-6-astra\nprovider: openai\napproval: never\nsandbox: read-only\nreasoning effort: none\nreasoning summaries: none\nsession id: 01a0955d-eabb-7e02-9fdd-5f98b0566b94\n--------\nuser\nDescribe what is already known about one registered thing. Answer as JSON only, no prose around it.\n\nThing: municipality of the Dominican Republic\nSense to describe: (none recorded)\nDomain code: PHY.PLC\nAlso known as: (none)\n\n\nContext for this batch of 1001 th",
        "usd": 0.0,
        "recall": true
      },
      "codex": {
        "seconds": 72.8,
        "error": "Reading additional input from stdin...\nOpenAI Codex v0.153.4\n--------\nworkdir: R:\\02_PROJECTS\\02_Meta_Models_Platforms\\Ver.cy\\current\\thing-registry-backlog\nmodel: gpt-6-astra\nprovider: openai\napproval: never\nsandbox: read-only\nreasoning effort: none\nreasoning summaries: none\nsession id: 01a0955d-eac8-71c2-838f-7cdb329b1815\n--------\nuser\nYou are drafting a Vercy meta-model for one registered thing. Answer as JSON only, no prose around it.\n\nThing: municipality of the Dominican Republic\nRegistry id: vr.tr.municipality-of-the-dominican-republic\nPlane / domain: PHY / PHY.PLC\nRegistry definition: ("
      }
    },
    "enrichment": {
      "pass": 3,
      "engine": "claude",
      "producedAt": "2026-10-06T12:00:00Z",
      "ingestedAt": "2026-10-06T08:44:34+00:00",
      "fields": [
        "agent_conduct",
        "ethics",
        "failure_modes_and_hazards",
        "owners"
      ]
    },
    "gate": {
      "passed": true,
      "version": "1.0",
      "at": "2026-10-07T10:10:31+00:00",
      "evidence": [
        "completeness 1.00",
        "sense: Wikidata description",
        "2 live sources",
        "review by codex: pass"
      ]
    }
  },
  "metaModel": {
    "id": "THING-Q6005581",
    "registryId": "vr.tr.municipality-of-the-dominican-republic",
    "name": "municipality of the Dominican Republic",
    "version": "0.1.0-research.1",
    "entryKind": "thing",
    "family": "Thing Registry",
    "domain": [
      "PHY.PLC"
    ],
    "status": "research-draft"
  },
  "canonicalUrl": "https://ver.cy/models/thing/q6005581/",
  "model": {
    "registry_id": "vr.tr.municipality-of-the-dominican-republic",
    "name": "municipality of the Dominican Republic",
    "purpose": "Enable an agent to identify a Dominican municipality, establish its legally and temporally supported territorial extent, and route location-based decisions to the appropriate authority.",
    "definition": "A municipality of the Dominican Republic is a legally delimited territorial unit of local administration, ordinarily within a province, encompassing urban or rural territory and governed by an ayuntamiento.",
    "scope_statement": "This model owns the municipality as a legally constituted territorial place under vr.tr.municipality-of-the-dominican-republic in PHY/PHY.PLC, including identity, boundaries, administrative relationships and territorial evidence; governing institutions are linked entities.",
    "in_scope": [
      "Official municipal identity, names, identifiers and effective dates",
      "Legal establishment and subsequent territorial changes",
      "Boundary geometry, coordinate reference system and competing boundary claims",
      "Relationships to provinces, municipal districts and constituent localities",
      "Municipal seat and its distinction from the whole municipal territory",
      "Territorial coverage of statistics, planning instruments and public-service responsibilities"
    ],
    "out_of_scope": [
      "The ayuntamiento as an organization, including staffing and internal operations",
      "Individual elected officials and election campaigns",
      "The population as a community or collection of persons",
      "The built-up city or settlement independently of municipal limits",
      "Parcel ownership and individual property rights",
      "Provinces and municipal districts as independently modeled territorial entities"
    ],
    "distinguishing_features": [
      "An authoritative classification or constitutive instrument identifies the entity as a municipio, rather than merely a settlement with the same name.",
      "Municipality and distrito municipal must remain distinguishable: ONE lists both territorial categories separately. [ONE, División Territorial 2021](https://www.one.gob.do/publicaciones/2021/division-territorial-2021/)",
      "The municipal territory must be distinguishable from its seat and from the footprint of its governing institution.",
      "Identity must survive a name change while recording any legally effective split, merger or change of category.",
      "A candidate involving Distrito Nacional requires explicit classification evidence before applying ordinary province-containment assumptions."
    ],
    "characteristics": [
      {
        "name": "Official municipal identity",
        "kind": "category",
        "unit_or_values": "Official Spanish name, attested aliases, ONE geographic code with edition, verified external gazetteer identifiers",
        "why_it_matters": "Disambiguates repeated place names and prevents identifiers from different territorial editions being treated as interchangeable."
      },
      {
        "name": "Constitutive and change instruments",
        "kind": "relation",
        "unit_or_values": "Links to establishment, renaming, elevation, separation or boundary instruments, with effective dates",
        "why_it_matters": "Supports recognition of the municipality at the date relevant to an agent's task."
      },
      {
        "name": "Territorial status",
        "kind": "state",
        "unit_or_values": "Proposed, legally established, superseded or unresolved, supported by dated evidence",
        "why_it_matters": "Separates a proposal or historical entity from an operative territorial unit."
      },
      {
        "name": "Boundary representation",
        "kind": "relation",
        "unit_or_values": "Polygon or multipolygon, coordinate reference system, publisher, edition, legal basis, validity interval and claimant where relevant",
        "why_it_matters": "Makes spatial assignment reproducible without treating a map as unquestionable legal authority."
      },
      {
        "name": "Territorial area",
        "kind": "measurement",
        "unit_or_values": "Square kilometres, with geometry version, calculation method and land/water convention",
        "why_it_matters": "Supports comparisons and density calculations while exposing incompatible area definitions."
      },
      {
        "name": "Administrative containment",
        "kind": "relation",
        "unit_or_values": "Dated links to containing province where applicable and subordinate territorial units, with relationship type",
        "why_it_matters": "Enables hierarchical navigation without assuming every statistical grouping expresses the same legal relationship."
      },
      {
        "name": "Municipal seat",
        "kind": "relation",
        "unit_or_values": "Linked seat settlement, designation source and representative coordinates",
        "why_it_matters": "Prevents seat coordinates or settlement extent from substituting for municipal territory."
      },
      {
        "name": "Population observation",
        "kind": "measurement",
        "unit_or_values": "Persons, census or estimate date, source and territorial coverage including municipal-district treatment",
        "why_it_matters": "Prevents double counting and comparisons across incompatible municipal extents."
      }
    ],
    "affordances": [
      "Resolve a name or geographic code to the municipality valid on a specified date.",
      "Assess whether a coordinate belongs to the municipality under a specified boundary source and report ambiguity.",
      "Trace municipal creation, renaming, separation and predecessor relationships.",
      "Navigate associated provinces, municipal districts and localities without conflating their categories.",
      "Compare municipal indicators after checking reference dates and territorial coverage.",
      "Identify the competent public body for a location-specific request using verified responsibility evidence."
    ],
    "agent_conduct": {
      "may": [
        "Use municipality names, codes and boundaries from the national statistics office, citing the date.",
        "Direct residents to their municipal council for local services."
      ],
      "must_not": [
        "Speak or act in the name of a municipal council.",
        "Mix up municipalities with municipal districts or provinces in official records.",
        "Use local data to profile or stigmatize residents, including migrants of Haitian descent."
      ],
      "requires_human": [
        "Using municipal data to allocate public funds or services."
      ]
    },
    "ethics": {
      "considerations": [
        "Local government delivers basic services; accurate data affects who receives them.",
        "Migrant and border communities face discrimination that data must not reinforce."
      ],
      "affected_parties": [
        "Residents",
        "Municipal councils",
        "Migrant communities"
      ]
    },
    "owners": {
      "steward": "The municipal council governs it; the national statistics office maintains territorial codes.",
      "master_systems": [
        "National statistics office territorial division records"
      ]
    },
    "failure_modes_and_hazards": [
      "Outdated boundaries after new municipalities are created."
    ],
    "what_it_is_for": [
      "Dominican municipalities are used to organize local government, municipal services and territorial administration.",
      "Their names and boundaries support address interpretation, statistical reporting and routing matters to the relevant local authority."
    ],
    "standards_and_regulation": [
      "Law 176-07 on the National District and Municipalities, enacted by the National Congress of the Dominican Republic, establishes the legal framework for municipal organization and government."
    ],
    "visual_identification": [
      "An official administrative map identifies a municipality through its name and mapped boundary, distinguishing it from a settlement label.",
      "Map legends distinguish municipal boundaries from provincial boundaries and municipal district boundaries.",
      "Municipal entrance signs or ayuntamiento signage can corroborate a place name but do not establish the complete legal territory."
    ]
  },
  "sources": [
    {
      "id": "wikidata",
      "title": "Wikidata item Q6005581: municipality of the Dominican Republic",
      "url": "https://www.wikidata.org/wiki/Q6005581",
      "url_status": "live",
      "what_it_supports": "identity and sense of the item",
      "checked_by": "wikidata-api"
    },
    {
      "id": "wikipedia-en",
      "title": "Wikipedia: List of municipalities of the Dominican Republic",
      "url": "https://en.wikipedia.org/wiki/List_of_municipalities_of_the_Dominican_Republic",
      "url_status": "live",
      "what_it_supports": "general description of the item",
      "checked_by": "wikidata-api sitelink"
    }
  ],
  "structure": {
    "bundles": [
      {
        "id": "municipal-recognition",
        "name": "Municipal recognition",
        "description": "Establish which Dominican territorial entity the name denotes and when municipal status applies.",
        "rationale": "A settlement name, municipal-district name and municipality name can be mistaken for the same territorial identity.",
        "layers": [
          {
            "id": "names-and-codes",
            "name": "Names and codes",
            "description": "Resolve municipal names against dated official territorial references.",
            "findings": [
              {
                "id": "municipal-name-resolution",
                "name": "Municipal name resolution",
                "description": "Require a municipality-level match and preserve the edition and issuer of each identifier.",
                "questions": [
                  {
                    "text": "What official Spanish name and ONE geographic code identify this municipality in the selected territorial edition?",
                    "kind": "definition",
                    "id": "municipal-name-resolution-q01"
                  },
                  {
                    "text": "Which source establishes that each alias or gazetteer identifier denotes this municipality rather than its seat or a municipal district?",
                    "kind": "provenance",
                    "id": "municipal-name-resolution-q02"
                  }
                ]
              }
            ]
          },
          {
            "id": "legal-status-and-continuity",
            "name": "Legal status and continuity",
            "description": "Track establishment and changes without silently replacing historical entities.",
            "findings": [
              {
                "id": "effective-municipal-identity",
                "name": "Effective municipal identity",
                "description": "Separate legal publication, effective territorial change and implementation dates where evidence distinguishes them.",
                "questions": [
                  {
                    "text": "Which instrument establishes municipal status, and on what date does that status take effect?",
                    "kind": "provenance",
                    "id": "effective-municipal-identity-q01"
                  },
                  {
                    "text": "Does a later instrument rename the same municipality or create a successor through separation, merger or category change?",
                    "kind": "boundary",
                    "id": "effective-municipal-identity-q02"
                  }
                ]
              }
            ]
          }
        ]
      },
      {
        "id": "municipal-territory",
        "name": "Municipal territory",
        "description": "Represent the extent claimed for the municipality and the evidence supporting spatial decisions.",
        "rationale": "Administrative limits require documentary support, dated geometry and explicit treatment of disagreements.",
        "layers": [
          {
            "id": "delimitation-and-cartography",
            "name": "Delimitation and cartography",
            "description": "Connect legal descriptions to usable spatial representations.",
            "findings": [
              {
                "id": "supported-boundary-geometry",
                "name": "Supported boundary geometry",
                "description": "Preserve the relationship between the delimiting instrument, mapped interpretation and coordinate system.",
                "questions": [
                  {
                    "text": "Which instrument describes the municipal limits, and which publisher supplies the geometry used to represent them?",
                    "kind": "provenance",
                    "id": "supported-boundary-geometry-q01"
                  },
                  {
                    "text": "What coordinate reference system, map scale or resolution, validity date and land/water convention govern that geometry?",
                    "kind": "measurement",
                    "id": "supported-boundary-geometry-q02"
                  }
                ]
              }
            ]
          },
          {
            "id": "boundary-uncertainty",
            "name": "Boundary uncertainty",
            "description": "Handle conflicting depictions and locations close to municipal limits.",
            "findings": [
              {
                "id": "qualified-location-assignment",
                "name": "Qualified location assignment",
                "description": "Record each conflicting claim separately and qualify spatial results according to available evidence.",
                "questions": [
                  {
                    "text": "Do legal descriptions, official maps or neighbouring authorities disagree, and who asserts each alternative boundary?",
                    "kind": "boundary",
                    "id": "qualified-location-assignment-q01"
                  },
                  {
                    "text": "For a location near an uncertain limit, what evidence is required before assigning municipal jurisdiction?",
                    "kind": "action",
                    "id": "qualified-location-assignment-q02"
                  }
                ]
              }
            ]
          }
        ]
      },
      {
        "id": "dominican-territorial-relationships",
        "name": "Dominican territorial relationships",
        "description": "Position the municipality among Dominican territorial categories while keeping its seat distinct.",
        "rationale": "ONE territorial publications distinguish provinces, municipalities, municipal districts and finer territorial units; the model must preserve those distinctions. [ONE, División Territorial 2021](https://www.one.gob.do/publicaciones/2021/division-territorial-2021/)",
        "layers": [
          {
            "id": "containment-and-districts",
            "name": "Containment and districts",
            "description": "Represent dated administrative relationships and exceptional classifications.",
            "findings": [
              {
                "id": "typed-territorial-hierarchy",
                "name": "Typed territorial hierarchy",
                "description": "Verify parent and subordinate relationships individually, including any special treatment of Distrito Nacional.",
                "questions": [
                  {
                    "text": "Which province contains this municipality at the reference date, or what explicit exceptional classification applies?",
                    "kind": "boundary",
                    "id": "typed-territorial-hierarchy-q01"
                  },
                  {
                    "text": "Which distritos municipales are associated with it, and which dated authority establishes each relationship?",
                    "kind": "provenance",
                    "id": "typed-territorial-hierarchy-q02"
                  }
                ]
              }
            ]
          },
          {
            "id": "seat-and-localities",
            "name": "Seat and localities",
            "description": "Separate municipal territory from named settlements and finer subdivisions.",
            "findings": [
              {
                "id": "seat-versus-territory",
                "name": "Seat versus territory",
                "description": "Link the seat and constituent localities without equating their names, coordinates or extents with the municipality.",
                "questions": [
                  {
                    "text": "Which settlement is officially designated as the municipal seat, and which source supports that designation?",
                    "kind": "definition",
                    "id": "seat-versus-territory-q01"
                  },
                  {
                    "text": "How are the municipality's secciones, parajes, barrios or other recorded subdivisions distinguished from its seat's built-up area?",
                    "kind": "boundary",
                    "id": "seat-versus-territory-q02"
                  }
                ]
              }
            ]
          }
        ]
      },
      {
        "id": "territorial-decisions",
        "name": "Territorial decisions",
        "description": "Support responsible use of municipal statistics and routing of place-based actions.",
        "rationale": "Municipal identification is useful only when an agent can determine what an indicator covers and which institution is competent for a proposed action.",
        "layers": [
          {
            "id": "statistical-coverage",
            "name": "Statistical coverage",
            "description": "Bind municipal observations to explicit dates and territorial definitions.",
            "findings": [
              {
                "id": "comparable-municipal-observations",
                "name": "Comparable municipal observations",
                "description": "Treat population and other indicators as observations about a specified municipal extent.",
                "questions": [
                  {
                    "text": "Does this population or service indicator include associated municipal districts, and which reference date and boundary edition does it use?",
                    "kind": "measurement",
                    "id": "comparable-municipal-observations-q01"
                  },
                  {
                    "text": "What adjustment or qualification is needed before comparing observations across a municipal split or district elevation?",
                    "kind": "action",
                    "id": "comparable-municipal-observations-q02"
                  }
                ]
              }
            ]
          },
          {
            "id": "competent-authority",
            "name": "Competent authority",
            "description": "Link territorial coverage to evidence of responsibility for a particular public action.",
            "findings": [
              {
                "id": "location-specific-action-routing",
                "name": "Location-specific action routing",
                "description": "Determine competence for the requested service or planning decision without assuming municipal containment alone settles responsibility.",
                "questions": [
                  {
                    "text": "For the proposed action and location, which ayuntamiento, district body or other public authority has documented competence?",
                    "kind": "action",
                    "id": "location-specific-action-routing-q01"
                  },
                  {
                    "text": "Which current legal instrument, service agreement or adopted plan establishes that body's territorial and subject-matter responsibility?",
                    "kind": "provenance",
                    "id": "location-specific-action-routing-q02"
                  }
                ]
              }
            ]
          }
        ]
      },
      {
        "id": "evidence-and-external-alignment",
        "name": "Evidence and external alignment",
        "description": "What the world already says about this thing, gathered so the model can be checked against it.",
        "rationale": "A model that cannot be lined up against existing standards, identifiers and practice cannot be adopted by anyone who already uses them.",
        "layers": [
          {
            "id": "reported-evidence",
            "name": "Reported evidence",
            "description": "Findings from the breadth pass, kept separate from the structural claims.",
            "findings": [
              {
                "id": "evidence-confidence-notes",
                "name": "Check these first",
                "description": "Recalled without web access and unsourced; every item is a lead to verify.",
                "evidence": [
                  "This describes a class of administrative territories, not one named municipality; no individual identifier, geometry or population is asserted.",
                  "Verify current legislation, amendments and the treatment of municipal districts before encoding administrative powers or containment rules.",
                  "Check the current official territorial classification, boundary authority and coordinate reference system before attaching codes or geometries; no sources were consulted for this recall."
                ],
                "questions": [
                  {
                    "id": "evidence-confidence-notes-q01",
                    "text": "Which of these check these first hold for the sense of municipality of the Dominican Republic this model covers, and on what evidence?",
                    "kind": "provenance"
                  }
                ]
              },
              {
                "id": "evidence-identifiers",
                "name": "Identifiers and schemes",
                "description": "Recalled without web access and unsourced; every item is a lead to verify.",
                "evidence": [
                  {
                    "scheme": "Oficina Nacional de Estadística territorial codes",
                    "value_or_pattern": "Municipality codes within the national territorial classification",
                    "note": "Record the classification edition and provincial context; codes identify administrative units rather than individual settlements."
                  },
                  {
                    "scheme": "Wikidata",
                    "value_or_pattern": "Q followed by digits",
                    "note": "An individual municipality may have an item distinct from its principal settlement."
                  },
                  {
                    "scheme": "GeoNames",
                    "value_or_pattern": "Numeric GeoNames identifier",
                    "note": "Check that the record represents the administrative territory rather than its municipal seat."
                  }
                ],
                "questions": [
                  {
                    "id": "evidence-identifiers-q01",
                    "text": "Which of these identifiers and schemes hold for the sense of municipality of the Dominican Republic this model covers, and on what evidence?",
                    "kind": "provenance"
                  }
                ]
              },
              {
                "id": "evidence-standards-and-regulation",
                "name": "Standards and regulation",
                "description": "Recalled without web access and unsourced; every item is a lead to verify.",
                "evidence": [
                  "Law No. 176-07 on the National District and Municipalities, enacted by the Dominican Republic, provides a framework for municipal organization and government."
                ],
                "questions": [
                  {
                    "id": "evidence-standards-and-regulation-q01",
                    "text": "Which of these standards and regulation hold for the sense of municipality of the Dominican Republic this model covers, and on what evidence?",
                    "kind": "provenance"
                  }
                ]
              },
              {
                "id": "evidence-real-world-use",
                "name": "Real-world use",
                "description": "Recalled without web access and unsourced; every item is a lead to verify.",
                "evidence": [
                  "Defining the territorial jurisdiction of local government.",
                  "Organizing municipal elections and representation.",
                  "Aggregating census and other official statistics.",
                  "Planning local services, infrastructure and land use."
                ],
                "questions": [
                  {
                    "id": "evidence-real-world-use-q01",
                    "text": "Which of these real-world use hold for the sense of municipality of the Dominican Republic this model covers, and on what evidence?",
                    "kind": "provenance"
                  }
                ]
              },
              {
                "id": "evidence-measurements",
                "name": "Typical measurements",
                "description": "Recalled without web access and unsourced; every item is a lead to verify.",
                "evidence": [
                  {
                    "quantity": "Territorial area",
                    "typical_range": "Varies by municipality and boundary edition",
                    "unit": "km²"
                  },
                  {
                    "quantity": "Resident population",
                    "typical_range": "Varies by municipality, census date and territorial coverage",
                    "unit": "persons"
                  }
                ],
                "questions": [
                  {
                    "id": "evidence-measurements-q01",
                    "text": "Which of these typical measurements hold for the sense of municipality of the Dominican Republic this model covers, and on what evidence?",
                    "kind": "provenance"
                  }
                ]
              },
              {
                "id": "evidence-failure-modes-and-hazards",
                "name": "Failure modes and hazards",
                "description": "Recalled without web access and unsourced; every item is a lead to verify.",
                "evidence": [
                  "Confusing the municipality with its principal town or city.",
                  "Treating a municipal district as an equivalent municipality.",
                  "Combining population figures and boundary geometries from different territorial editions.",
                  "Double-counting population or area when municipal totals include subordinate municipal districts.",
                  "Using a settlement point as though it described the extent of the municipality."
                ],
                "questions": [
                  {
                    "id": "evidence-failure-modes-and-hazards-q01",
                    "text": "Which of these failure modes and hazards hold for the sense of municipality of the Dominican Republic this model covers, and on what evidence?",
                    "kind": "provenance"
                  }
                ]
              },
              {
                "id": "evidence-regional-variation",
                "name": "Regional variation",
                "description": "Recalled without web access and unsourced; every item is a lead to verify.",
                "evidence": [
                  "Municipal territories may combine a principal urban settlement with rural sections and smaller settlements.",
                  "Some municipalities contain municipal districts with their own local administrative arrangements.",
                  "The National District has a special status and should not automatically be modeled as an ordinary municipality within a province."
                ],
                "questions": [
                  {
                    "id": "evidence-regional-variation-q01",
                    "text": "Which of these regional variation hold for the sense of municipality of the Dominican Republic this model covers, and on what evidence?",
                    "kind": "provenance"
                  }
                ]
              },
              {
                "id": "evidence-neighbours",
                "name": "Neighbouring kinds and how to tell them apart",
                "description": "Recalled without web access and unsourced; every item is a lead to verify.",
                "evidence": [
                  {
                    "name": "province of the Dominican Republic",
                    "difference": "A province is a higher territorial division containing municipalities."
                  },
                  {
                    "name": "municipal district of the Dominican Republic",
                    "difference": "A municipal district is a subdivision within a municipality, with a distinct local administrative arrangement."
                  },
                  {
                    "name": "municipal seat",
                    "difference": "The seat is the settlement hosting municipal government; the municipality is the full jurisdiction."
                  },
                  {
                    "name": "ayuntamiento",
                    "difference": "The ayuntamiento is the municipal governing institution; the municipality is the territorial unit it governs."
                  },
                  {
                    "name": "National District",
                    "difference": "The National District is a special territorial jurisdiction containing the national capital, rather than an ordinary municipality subordinate to a province."
                  }
                ],
                "questions": [
                  {
                    "id": "evidence-neighbours-q01",
                    "text": "Which of these neighbouring kinds and how to tell them apart hold for the sense of municipality of the Dominican Republic this model covers, and on what evidence?",
                    "kind": "provenance"
                  }
                ]
              }
            ]
          }
        ]
      }
    ]
  },
  "openQuestions": [
    "Should Distrito Nacional be an instance of this registered kind, a related exceptional kind, or only a linked territorial entity under the registry's intended classification?",
    "Which official territorial edition and subsequent legal instruments establish the municipality inventory valid at the intended reference date?",
    "Which available municipal boundary datasets provide sufficient legal traceability, coordinate-system metadata and accuracy for operational spatial decisions?",
    "How do the selected statistical products distinguish whole-municipality totals from figures excluding associated municipal districts?",
    "What documented procedure and authority resolve conflicting municipal boundary interpretations, and which conflicts remain unresolved?"
  ],
  "statistics": {
    "bundles": 5,
    "layers": 9,
    "findings": 16,
    "questions": 24
  }
}
