Triple

T6742021
Position Surface form Disambiguated ID Type / Status
Subject Great Barrington, Massachusetts E154104 entity
Predicate servedBy P82 FINISHED
Object Massachusetts Route 23
Massachusetts Route 23 is an east–west state highway in western Massachusetts that connects several Berkshire County communities and provides access to the New York state line.
E749790 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 23 | Statement: [Great Barrington, Massachusetts, servedBy, Massachusetts Route 23]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Massachusetts Route 23
Context triple: [Great Barrington, Massachusetts, servedBy, Massachusetts Route 23]
  • A. Massachusetts Route 27
    Massachusetts Route 27 is a north–south state highway in eastern Massachusetts that connects several suburban communities between the South Shore and the MetroWest region.
  • B. Massachusetts Route 20
    Massachusetts Route 20 is a major east–west state highway running across Massachusetts, roughly paralleling the Massachusetts Turnpike and connecting numerous cities and towns from the New York state line to the Boston area.
  • C. Massachusetts Route 28
    Massachusetts Route 28 is a major north–south state highway in Massachusetts that runs from the Cape Cod region through Boston and up to the New Hampshire border.
  • D. Massachusetts Route 24
    Massachusetts Route 24 is a major north–south highway in southeastern Massachusetts that links the Boston metropolitan area with cities such as Brockton, Taunton, and Fall River.
  • E. Massachusetts Route 25
    Massachusetts Route 25 is a state highway in southeastern Massachusetts that serves as a key connector between Interstate 495 and the Bourne Bridge leading to 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 23
Triple: [Great Barrington, Massachusetts, servedBy, Massachusetts Route 23]
Generated description
Massachusetts Route 23 is an east–west state highway in western Massachusetts that connects several Berkshire County communities and provides access to the New York state line.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Massachusetts Route 23
Target entity description: Massachusetts Route 23 is an east–west state highway in western Massachusetts that connects several Berkshire County communities and provides access to the New York state line.
  • A. Massachusetts Route 27
    Massachusetts Route 27 is a north–south state highway in eastern Massachusetts that connects several suburban communities between the South Shore and the MetroWest region.
  • B. Massachusetts Route 20
    Massachusetts Route 20 is a major east–west state highway running across Massachusetts, roughly paralleling the Massachusetts Turnpike and connecting numerous cities and towns from the New York state line to the Boston area.
  • C. Massachusetts Route 28
    Massachusetts Route 28 is a major north–south state highway in Massachusetts that runs from the Cape Cod region through Boston and up to the New Hampshire border.
  • D. Massachusetts Route 24
    Massachusetts Route 24 is a major north–south highway in southeastern Massachusetts that links the Boston metropolitan area with cities such as Brockton, Taunton, and Fall River.
  • E. Massachusetts Route 25
    Massachusetts Route 25 is a state highway in southeastern Massachusetts that serves as a key connector between Interstate 495 and the Bourne Bridge leading to 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_69c6880d84d8819095d19de2295f26ac completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d1b245988190a9d5260f4872bbea completed March 27, 2026, 6:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69cecc01e1b88190817a73e580cf4f03 completed April 2, 2026, 8:05 p.m.
NEDg Description generation batch_69ced05d98e481909607fd51883cd123 completed April 2, 2026, 8:23 p.m.
NED2 Entity disambiguation (via description) batch_69ced0e42edc8190af4fa07942d00e6b completed April 2, 2026, 8:26 p.m.
Created at: March 27, 2026, 2:10 p.m.