Triple

T4956598
Position Surface form Disambiguated ID Type / Status
Subject Sherborn, Massachusetts E111294 entity
Predicate isMemberOfRegionalPlanningAgency P20557 FINISHED
Object Metropolitan Area Planning Council E315254 NE FINISHED

How this triple was built (3 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Metropolitan Area Planning Council | Statement: [Sherborn, Massachusetts, isMemberOfRegionalPlanningAgency, Metropolitan Area Planning Council]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Metropolitan Area Planning Council
Context triple: [Sherborn, Massachusetts, isMemberOfRegionalPlanningAgency, Metropolitan Area Planning Council]
  • A. Metropolitan Area Planning Council chosen
    The Metropolitan Area Planning Council is a regional planning agency serving the Greater Boston area, providing planning, policy, and technical assistance to municipalities on issues such as land use, transportation, housing, and the environment.
  • B. Chicago Metropolitan Agency for Planning
    The Chicago Metropolitan Agency for Planning is the regional planning organization responsible for long-range land use, transportation, and economic development planning in the greater Chicago area.
  • C. American Planning and Civic Association
    The American Planning and Civic Association was a U.S. organization dedicated to promoting city planning, civic improvement, and the conservation of natural and historic resources.
  • D. The American Planning Association
    The American Planning Association is a professional organization in the United States that supports urban and regional planners through research, education, advocacy, and the promotion of best practices in community planning and development.
  • E. Montachusett Regional Planning Commission
    The Montachusett Regional Planning Commission is a regional planning agency that provides land use, transportation, and economic development planning services to municipalities in north-central Massachusetts.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: isMemberOfRegionalPlanningAgency
Context triple: [Sherborn, Massachusetts, isMemberOfRegionalPlanningAgency, Metropolitan Area Planning Council]
  • A. hasRegionalPlanningOrganization chosen
    Indicates that an entity is associated with or served by a specific regional planning organization responsible for coordinated planning activities in that area.
  • B. hasRegionalRole
    Indicates that an entity holds a specific role, function, or responsibility within a defined geographic region.
  • C. hasRegionalOrganizationMembershipViaConstituents
    Indicates that an entity is considered a member of a regional organization indirectly, by virtue of its constituent parts or sub-entities holding that membership.
  • D. isRegionOf
    Indicates that one entity is a geographic or administrative region belonging to, contained within, or associated with another entity.
  • E. hasRegionalAffiliation
    Indicates that an entity is associated with, belongs to, or is officially linked to a specific geographic region.
  • F. None of above.

Provenance (4 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69bd4418390c8190b7e9766a2512ce55 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd71d6ba9c8190932f8d81240c3f56 completed March 20, 2026, 4:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69be81de17748190a26abda7d3703b8e completed March 21, 2026, 11:32 a.m.
PD Predicate disambiguation batch_69bd6c3beb008190852fd6150813b252 completed March 20, 2026, 3:48 p.m.
Created at: March 20, 2026, 1:32 p.m.