Triple

T1540109
Position Surface form Disambiguated ID Type / Status
Subject Massachusetts Route 9 E32845 entity
Predicate passesThrough P225 FINISHED
Object Brookfield, Massachusetts
Brookfield, Massachusetts is a small rural town in Worcester County known for its historic New England character and location along major east–west routes in the state.
E822554 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: Brookfield, Massachusetts | Statement: [Massachusetts Route 9, passesThrough, Brookfield, Massachusetts]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Brookfield, Massachusetts
Context triple: [Massachusetts Route 9, passesThrough, Brookfield, Massachusetts]
  • A. West Brookfield, Massachusetts
    West Brookfield, Massachusetts is a small historic New England town in Worcester County known for its rural character, colonial-era roots, and location along a major east–west corridor.
  • 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. Brockton, Massachusetts
    Brockton, Massachusetts is a mid-sized city in Plymouth County known historically as a major shoe manufacturing center and sometimes called the "City of Champions" for its successful boxers and sports legacy.
  • D. Westfield, Massachusetts
    Westfield, Massachusetts is a small city in western Massachusetts known for its historic downtown, proximity to the Berkshires, and home to Westfield State University.
  • E. Springfield, Massachusetts
    Springfield, Massachusetts is a historic city in western Massachusetts known as the birthplace of basketball and a former industrial and transportation hub along the Connecticut River.
  • 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: Brookfield, Massachusetts
Triple: [Massachusetts Route 9, passesThrough, Brookfield, Massachusetts]
Generated description
Brookfield, Massachusetts is a small rural town in Worcester County known for its historic New England character and location along major east–west routes in the state.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Brookfield, Massachusetts
Target entity description: Brookfield, Massachusetts is a small rural town in Worcester County known for its historic New England character and location along major east–west routes in the state.
  • A. West Brookfield, Massachusetts chosen
    West Brookfield, Massachusetts is a small historic New England town in Worcester County known for its rural character, colonial-era roots, and location along a major east–west corridor.
  • 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. Brockton, Massachusetts
    Brockton, Massachusetts is a mid-sized city in Plymouth County known historically as a major shoe manufacturing center and sometimes called the "City of Champions" for its successful boxers and sports legacy.
  • D. Westfield, Massachusetts
    Westfield, Massachusetts is a small city in western Massachusetts known for its historic downtown, proximity to the Berkshires, and home to Westfield State University.
  • E. Springfield, Massachusetts
    Springfield, Massachusetts is a historic city in western Massachusetts known as the birthplace of basketball and a former industrial and transportation hub along the Connecticut River.
  • F. None of above.

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_69a885ed29088190a3c2d5a3d100c16e completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a9083c942481909168394b6674d82b completed March 5, 2026, 4:36 a.m.
NED1 Entity disambiguation (via context triple) batch_69d4e916805881908496459dad525b8c completed April 7, 2026, 11:23 a.m.
NEDg Description generation batch_69d4e9cd06e48190a2f003c1c34f2d7a completed April 7, 2026, 11:26 a.m.
NED2 Entity disambiguation (via description) batch_69d4ea27aab08190b926c758797cb62a completed April 7, 2026, 11:27 a.m.
Created at: March 4, 2026, 7:26 p.m.