Triple

T280209
Position Surface form Disambiguated ID Type / Status
Subject Interstate 495 (Massachusetts) E5335 entity
Predicate passesNear P416 FINISHED
Object Bellingham, Massachusetts
Bellingham, Massachusetts is a suburban town in Norfolk County near the Rhode Island border, known for its residential communities and regional shopping areas.
E501086 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: Bellingham, Massachusetts | Statement: [Interstate 495 (Massachusetts), passesNear, Bellingham, Massachusetts]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bellingham, Massachusetts
Context triple: [Interstate 495 (Massachusetts), passesNear, Bellingham, Massachusetts]
  • A. Wilmington, Massachusetts
    Wilmington, Massachusetts is a suburban town in northeastern Massachusetts known for its residential neighborhoods, local parks, and commuter access to the Greater Boston area.
  • B. Belchertown, Massachusetts
    Belchertown, Massachusetts is a rural-suburban town in western Massachusetts known for its scenic landscapes, historic town center, and proximity to the Five College area.
  • C. Bolton, Massachusetts
    Bolton, Massachusetts is a small rural town in Worcester County known for its orchards, conservation land, and residential character within the greater Boston metropolitan area.
  • D. Kingston, Massachusetts
    Kingston, Massachusetts is a coastal New England town in Plymouth County known for its historic character and proximity to Plymouth and Cape Cod Bay.
  • E. Pelham, Massachusetts
    Pelham, Massachusetts is a small rural town in western Massachusetts known for its historic meetinghouse and location within the Connecticut River’s Pioneer Valley region.
  • 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: Bellingham, Massachusetts
Triple: [Interstate 495 (Massachusetts), passesNear, Bellingham, Massachusetts]
Generated description
Bellingham, Massachusetts is a suburban town in Norfolk County near the Rhode Island border, known for its residential communities and regional shopping areas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bellingham, Massachusetts
Target entity description: Bellingham, Massachusetts is a suburban town in Norfolk County near the Rhode Island border, known for its residential communities and regional shopping areas.
  • A. Wilmington, Massachusetts
    Wilmington, Massachusetts is a suburban town in northeastern Massachusetts known for its residential neighborhoods, local parks, and commuter access to the Greater Boston area.
  • B. Belchertown, Massachusetts
    Belchertown, Massachusetts is a rural-suburban town in western Massachusetts known for its scenic landscapes, historic town center, and proximity to the Five College area.
  • C. Bolton, Massachusetts
    Bolton, Massachusetts is a small rural town in Worcester County known for its orchards, conservation land, and residential character within the greater Boston metropolitan area.
  • D. Kingston, Massachusetts
    Kingston, Massachusetts is a coastal New England town in Plymouth County known for its historic character and proximity to Plymouth and Cape Cod Bay.
  • E. Pelham, Massachusetts
    Pelham, Massachusetts is a small rural town in western Massachusetts known for its historic meetinghouse and location within the Connecticut River’s Pioneer Valley region.
  • 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_69a257e6c8788190987dfe705ca2912a completed Feb. 28, 2026, 2:50 a.m.
NER Named-entity recognition batch_69a25e0868708190ad551ca06cc57f4a completed Feb. 28, 2026, 3:16 a.m.
NED1 Entity disambiguation (via context triple) batch_69bee04d0b0c81908876ff0d675b93ae completed March 21, 2026, 6:15 p.m.
NEDg Description generation batch_69bee5e7ea488190a6997dfad707f660 completed March 21, 2026, 6:39 p.m.
NED2 Entity disambiguation (via description) batch_69bee64966f88190874edda00332e220 completed March 21, 2026, 6:41 p.m.
Created at: Feb. 28, 2026, 2:59 a.m.