Triple

T1024050
Position Surface form Disambiguated ID Type / Status
Subject New Bedford, Massachusetts E22099 entity
Predicate borderedBy P224 FINISHED
Object Acushnet, Massachusetts
Acushnet, Massachusetts is a small town in Bristol County known for its rural character and proximity to the city of New Bedford.
E155450 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: Acushnet, Massachusetts | Statement: [New Bedford, Massachusetts, borderedBy, Acushnet, Massachusetts]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Acushnet, Massachusetts
Context triple: [New Bedford, Massachusetts, borderedBy, Acushnet, Massachusetts]
  • A. Marlborough, Massachusetts
    Marlborough, Massachusetts is a small city in eastern Massachusetts known for its suburban character, historic New England roots, and role as a regional commercial and technology hub.
  • B. 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.
  • C. Stoneham, Massachusetts
    Stoneham, Massachusetts is a suburban town north of Boston known for its residential character and proximity to the Middlesex Fells Reservation.
  • D. Shirley, Massachusetts
    Shirley, Massachusetts is a small New England town in north-central Massachusetts known for its historic village center, rural character, and commuter access to the Boston area.
  • E. Belmont, Massachusetts
    Belmont, Massachusetts is a suburban town just west of Boston known for its residential character, strong public schools, and role as part of the Greater Boston metropolitan area.
  • 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: Acushnet, Massachusetts
Triple: [New Bedford, Massachusetts, borderedBy, Acushnet, Massachusetts]
Generated description
Acushnet, Massachusetts is a small town in Bristol County known for its rural character and proximity to the city of New Bedford.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Acushnet, Massachusetts
Target entity description: Acushnet, Massachusetts is a small town in Bristol County known for its rural character and proximity to the city of New Bedford.
  • A. Marlborough, Massachusetts
    Marlborough, Massachusetts is a small city in eastern Massachusetts known for its suburban character, historic New England roots, and role as a regional commercial and technology hub.
  • B. 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.
  • C. Stoneham, Massachusetts
    Stoneham, Massachusetts is a suburban town north of Boston known for its residential character and proximity to the Middlesex Fells Reservation.
  • D. Shirley, Massachusetts
    Shirley, Massachusetts is a small New England town in north-central Massachusetts known for its historic village center, rural character, and commuter access to the Boston area.
  • E. Belmont, Massachusetts
    Belmont, Massachusetts is a suburban town just west of Boston known for its residential character, strong public schools, and role as part of the Greater Boston metropolitan area.
  • 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_69a493d6e380819097b384986ffc315c completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b7e28df08190b5be7794442a6f21 completed March 1, 2026, 10:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69acce53fd1c81909b3715231ad09b91 completed March 8, 2026, 1:18 a.m.
NEDg Description generation batch_69accef1f294819093f463001ae8796b completed March 8, 2026, 1:20 a.m.
NED2 Entity disambiguation (via description) batch_69accf59a4e48190bfe11b97c4d33913 completed March 8, 2026, 1:22 a.m.
Created at: March 1, 2026, 7:41 p.m.