Triple

T3792158
Position Surface form Disambiguated ID Type / Status
Subject Tewksbury, Massachusetts E89676 entity
Predicate hasPlanningBody P2820 FINISHED
Object Tewksbury Planning Board
The Tewksbury Planning Board is the local governmental body responsible for overseeing land use, development proposals, and long-term planning in Tewksbury, Massachusetts.
E389422 NE FINISHED

How this triple was built (5 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: Tewksbury Planning Board | Statement: [Tewksbury, Massachusetts, hasPlanningBody, Tewksbury Planning Board]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tewksbury Planning Board
Context triple: [Tewksbury, Massachusetts, hasPlanningBody, Tewksbury Planning Board]
  • A. Tewksbury, Massachusetts
    Tewksbury, Massachusetts is a suburban New England town known for its residential communities, historic character, and location between Lowell and Boston.
  • B. Boston Town Area Committee
    The Boston Town Area Committee is a local governing body responsible for representing and managing community affairs within the town area of Boston in Lincolnshire, England.
  • C. The Town of Wellesley
    The Town of Wellesley is an affluent suburban community west of Boston, Massachusetts, known for its high-quality public schools, attractive residential neighborhoods, and the presence of Wellesley College.
  • D. Town of Brookline
    The Town of Brookline is an independent suburban municipality bordering Boston, Massachusetts, known for its historic neighborhoods, strong public schools, and stewardship of significant urban green spaces.
  • E. Pioneer Valley Planning Commission
    The Pioneer Valley Planning Commission is a regional planning agency that coordinates land use, transportation, and economic development initiatives for communities in western Massachusetts.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Tewksbury Planning Board
Triple: [Tewksbury, Massachusetts, hasPlanningBody, Tewksbury Planning Board]
Generated description
The Tewksbury Planning Board is the local governmental body responsible for overseeing land use, development proposals, and long-term planning in Tewksbury, Massachusetts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tewksbury Planning Board
Target entity description: The Tewksbury Planning Board is the local governmental body responsible for overseeing land use, development proposals, and long-term planning in Tewksbury, Massachusetts.
  • A. Tewksbury, Massachusetts
    Tewksbury, Massachusetts is a suburban New England town known for its residential communities, historic character, and location between Lowell and Boston.
  • B. Boston Town Area Committee
    The Boston Town Area Committee is a local governing body responsible for representing and managing community affairs within the town area of Boston in Lincolnshire, England.
  • C. The Town of Wellesley
    The Town of Wellesley is an affluent suburban community west of Boston, Massachusetts, known for its high-quality public schools, attractive residential neighborhoods, and the presence of Wellesley College.
  • D. Town of Brookline
    The Town of Brookline is an independent suburban municipality bordering Boston, Massachusetts, known for its historic neighborhoods, strong public schools, and stewardship of significant urban green spaces.
  • E. Pioneer Valley Planning Commission
    The Pioneer Valley Planning Commission is a regional planning agency that coordinates land use, transportation, and economic development initiatives for communities in western Massachusetts.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasPlanningBody
Context triple: [Tewksbury, Massachusetts, hasPlanningBody, Tewksbury Planning Board]
  • A. hasRepresentativeBody
    Indicates that an entity is associated with or governed by a specific representative body that acts or decides on its behalf.
  • B. hasGovernmentBody chosen
    Indicates that one entity serves as the official governing or administrative body responsible for overseeing or managing another entity.
  • C. hasConsultativeBody
    Indicates that an entity is associated with a consultative body that provides advice, recommendations, or guidance on its decisions or activities.
  • D. deliberativeBodyFor
    Indicates that one entity serves as a formal group or assembly responsible for discussion, consideration, and decision-making on behalf of another entity.
  • E. conferringBody
    Indicates the organization or authority that formally grants or bestows something, such as an award, degree, or title, upon a recipient.
  • F. None of above.

Provenance (6 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_69aed9597d6881909b6ee3b9de859223 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aeecefa3608190a7a20ed6df6a64b2 completed March 9, 2026, 3:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4f058f03881909aded87e7a74849f completed March 14, 2026, 5:21 a.m.
NEDg Description generation batch_69b4f2ed663c8190be431c7aae60259e completed March 14, 2026, 5:32 a.m.
NED2 Entity disambiguation (via description) batch_69b4f72eba988190acb96b44fc8b7c30 completed March 14, 2026, 5:50 a.m.
PD Predicate disambiguation batch_69aee743c8d08190a9f9c97b836bd703 completed March 9, 2026, 3:29 p.m.
Created at: March 9, 2026, 3:15 p.m.