Triple

T9228618
Position Surface form Disambiguated ID Type / Status
Subject Massachusetts Route 12 E221753 entity
Predicate passesThrough P225 FINISHED
Object Winchendon, Massachusetts
Winchendon, Massachusetts is a small town in north-central Worcester County known historically for its toy manufacturing industry and rural New England character.
E881590 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: Winchendon, Massachusetts | Statement: [Massachusetts Route 12, passesThrough, Winchendon, Massachusetts]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Winchendon, Massachusetts
Context triple: [Massachusetts Route 12, passesThrough, Winchendon, Massachusetts]
  • A. Westford, Massachusetts
    Westford, Massachusetts is a suburban town in northeastern Massachusetts known for its strong public schools, residential character, and proximity to the Greater Boston area.
  • B. Northfield, Massachusetts
    Northfield, Massachusetts is a small historic town in Franklin County known for its rural New England character and scenic location along the Connecticut River in the Pioneer Valley.
  • C. Boxford, Massachusetts
    Boxford, Massachusetts is a small, rural residential town in northeastern Massachusetts known for its wooded landscapes, conservation land, and historic New England character.
  • D. 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.
  • E. 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.
  • 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: Winchendon, Massachusetts
Triple: [Massachusetts Route 12, passesThrough, Winchendon, Massachusetts]
Generated description
Winchendon, Massachusetts is a small town in north-central Worcester County known historically for its toy manufacturing industry and rural New England character.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Winchendon, Massachusetts
Target entity description: Winchendon, Massachusetts is a small town in north-central Worcester County known historically for its toy manufacturing industry and rural New England character.
  • A. Westford, Massachusetts
    Westford, Massachusetts is a suburban town in northeastern Massachusetts known for its strong public schools, residential character, and proximity to the Greater Boston area.
  • B. Northfield, Massachusetts
    Northfield, Massachusetts is a small historic town in Franklin County known for its rural New England character and scenic location along the Connecticut River in the Pioneer Valley.
  • C. Boxford, Massachusetts
    Boxford, Massachusetts is a small, rural residential town in northeastern Massachusetts known for its wooded landscapes, conservation land, and historic New England character.
  • D. 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.
  • E. 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.
  • 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_69ca83ec8db08190a9110df8232885d2 completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69ccdaa1c5b4819081dac6713053a8ae completed April 1, 2026, 8:43 a.m.
NED1 Entity disambiguation (via context triple) batch_69dbac7a42348190a86fa5a97e3d36ca completed April 12, 2026, 2:30 p.m.
NEDg Description generation batch_69dbaeb211088190a9118c71918584e5 completed April 12, 2026, 2:39 p.m.
NED2 Entity disambiguation (via description) batch_69dbaf7c999c819097a8cdf5bd82f648 completed April 12, 2026, 2:43 p.m.
Created at: March 30, 2026, 7:29 p.m.