Triple

T1066998
Position Surface form Disambiguated ID Type / Status
Subject Brockton, Massachusetts E23232 entity
Predicate locatedNear P294 FINISHED
Object Easton, Massachusetts
Easton, Massachusetts is a suburban town in Bristol County known for its historic architecture, connection to the Ames family and industry, and its location within the Greater Boston area.
E449207 NE FINISHED

How this triple was built (4 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: Easton, Massachusetts | Statement: [Brockton, Massachusetts, locatedNear, Easton, Massachusetts]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Easton, Massachusetts
Context triple: [Brockton, Massachusetts, locatedNear, Easton, Massachusetts]
  • A. Weston, Massachusetts
    Weston, Massachusetts is an affluent suburban town west of Boston known for its historic character, extensive conservation land, and highly ranked public schools.
  • B. Westwood, Massachusetts
    Westwood, Massachusetts is a suburban town southwest of Boston known for its high-performing schools, affluent residential character, and convenient commuter access to the city.
  • C. Norwood, Massachusetts
    Norwood, Massachusetts is a suburban town southwest of Boston known for its residential character, local industry, and historic town center.
  • D. Carlisle, Massachusetts
    Carlisle, Massachusetts is a small, affluent, and largely rural residential town in northeastern Massachusetts known for its conservation land and strong community character.
  • E. Buckland, Massachusetts
    Buckland, Massachusetts is a small rural town in western Massachusetts known for its scenic landscapes and historic New England character.
  • 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: Easton, Massachusetts
Triple: [Brockton, Massachusetts, locatedNear, Easton, Massachusetts]
Generated description
Easton, Massachusetts is a suburban town in Bristol County known for its historic architecture, connection to the Ames family and industry, and its location within the Greater Boston area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Easton, Massachusetts
Target entity description: Easton, Massachusetts is a suburban town in Bristol County known for its historic architecture, connection to the Ames family and industry, and its location within the Greater Boston area.
  • A. Weston, Massachusetts
    Weston, Massachusetts is an affluent suburban town west of Boston known for its historic character, extensive conservation land, and highly ranked public schools.
  • B. Westwood, Massachusetts
    Westwood, Massachusetts is a suburban town southwest of Boston known for its high-performing schools, affluent residential character, and convenient commuter access to the city.
  • C. Norwood, Massachusetts
    Norwood, Massachusetts is a suburban town southwest of Boston known for its residential character, local industry, and historic town center.
  • D. Carlisle, Massachusetts
    Carlisle, Massachusetts is a small, affluent, and largely rural residential town in northeastern Massachusetts known for its conservation land and strong community character.
  • E. Buckland, Massachusetts
    Buckland, Massachusetts is a small rural town in western Massachusetts known for its scenic landscapes and historic New England character.
  • F. None of above. chosen

Provenance (5 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_69a493ee1f908190992b5f0d1b04459b completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b911f06881908659cb85ba1e05e0 completed March 1, 2026, 10:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69bda3e679a881908f91a36675037d1a completed March 20, 2026, 7:45 p.m.
NEDg Description generation batch_69bda46fa0f08190b02b98fd51d65166 completed March 20, 2026, 7:47 p.m.
NED2 Entity disambiguation (via description) batch_69bda556d4188190a00d6e6259139c10 completed March 20, 2026, 7:51 p.m.
Created at: March 1, 2026, 7:42 p.m.