Triple

T5356417
Position Surface form Disambiguated ID Type / Status
Subject Groton, Massachusetts E102701 entity
Predicate hasTransportation P105 FINISHED
Object Massachusetts Route 40
Massachusetts Route 40 is a state highway in northeastern Massachusetts that runs east–west through towns such as Groton, providing a regional connector between local communities and major routes.
 E688962 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: Massachusetts Route 40 | Statement: [Groton, Massachusetts, hasTransportation, Massachusetts Route 40]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Massachusetts Route 40
Context triple: [Groton, Massachusetts, hasTransportation, Massachusetts Route 40]
  • A. Massachusetts Route 8
    Massachusetts Route 8 is a north–south state highway in western Massachusetts that connects several small towns and links to major routes near the New York and Vermont borders.
  • B. Massachusetts Route 9
    Massachusetts Route 9 is a major east–west state highway in Massachusetts that serves as a key arterial route connecting Boston with numerous western suburbs and communities.
  • C. Massachusetts Route 18
    Massachusetts Route 18 is a north–south state highway in southeastern Massachusetts that connects several South Shore and South Coast communities to the New Bedford area.
  • D. Massachusetts Route 31
    Massachusetts Route 31 is a north–south state highway in Massachusetts that connects several central communities and intersects major east–west routes.
  • E. Massachusetts Route 3
    Massachusetts Route 3 is a major north–south state highway in Massachusetts that connects the Boston metropolitan area with the South Shore and Cape Cod.
  • 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: Massachusetts Route 40
Triple: [Groton, Massachusetts, hasTransportation, Massachusetts Route 40]
Generated description
Massachusetts Route 40 is a state highway in northeastern Massachusetts that runs east–west through towns such as Groton, providing a regional connector between local communities and major routes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Massachusetts Route 40
Target entity description: Massachusetts Route 40 is a state highway in northeastern Massachusetts that runs east–west through towns such as Groton, providing a regional connector between local communities and major routes.
  • A. Massachusetts Route 8
    Massachusetts Route 8 is a north–south state highway in western Massachusetts that connects several small towns and links to major routes near the New York and Vermont borders.
  • B. Massachusetts Route 9
    Massachusetts Route 9 is a major east–west state highway in Massachusetts that serves as a key arterial route connecting Boston with numerous western suburbs and communities.
  • C. Massachusetts Route 18
    Massachusetts Route 18 is a north–south state highway in southeastern Massachusetts that connects several South Shore and South Coast communities to the New Bedford area.
  • D. Massachusetts Route 31
    Massachusetts Route 31 is a north–south state highway in Massachusetts that connects several central communities and intersects major east–west routes.
  • E. Massachusetts Route 3
    Massachusetts Route 3 is a major north–south state highway in Massachusetts that connects the Boston metropolitan area with the South Shore and Cape Cod.
  • 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_69bd43d8f7248190b64c140734b5c9a8 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd862f0ea48190bec78690ab3bee51 completed March 20, 2026, 5:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8eed9b120819094d588637edc6190 completed March 29, 2026, 9:20 a.m.
NEDg Description generation batch_69c8ef6c9b0081909537712645c81504 completed March 29, 2026, 9:22 a.m.
NED2 Entity disambiguation (via description) batch_69c8efc9cdf081908a777a04453a50bc completed March 29, 2026, 9:24 a.m.
Created at: March 20, 2026, 2:01 p.m.