Triple

T6993564
Position Surface form Disambiguated ID Type / Status
Subject Hancock, Massachusetts E162143 entity
Predicate transportationAccess P941 FINISHED
Object Massachusetts Route 43
Massachusetts Route 43 is a state highway in western Massachusetts that runs through rural communities, connecting local roads to regional routes near the New York state line.
E800281 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 43 | Statement: [Hancock, Massachusetts, transportationAccess, Massachusetts Route 43]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Massachusetts Route 43
Context triple: [Hancock, Massachusetts, transportationAccess, Massachusetts Route 43]
  • A. Massachusetts Route 41
    Massachusetts Route 41 is a north–south state highway in western Massachusetts that runs through rural Berkshire County, including the town of Sheffield.
  • B. Massachusetts Route 44
    Massachusetts Route 44 is an east–west state highway that runs across southeastern Massachusetts, connecting cities such as Plymouth and Taunton before continuing into neighboring states.
  • C. Massachusetts Route 38
    Massachusetts Route 38 is a state highway in Massachusetts that runs generally north–south through communities such as Woburn, Wilmington, and Lowell, serving as a key local arterial route.
  • D. Massachusetts Route 30
    Massachusetts Route 30 is an east–west state highway in Massachusetts that runs from the Worcester area to the Boston region, generally paralleling the Massachusetts Turnpike.
  • E. Massachusetts Route 32
    Massachusetts Route 32 is a north–south state highway in Massachusetts that runs through the central part of the state, connecting several small towns and intersecting major east–west routes.
  • 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 43
Triple: [Hancock, Massachusetts, transportationAccess, Massachusetts Route 43]
Generated description
Massachusetts Route 43 is a state highway in western Massachusetts that runs through rural communities, connecting local roads to regional routes near the New York state line.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Massachusetts Route 43
Target entity description: Massachusetts Route 43 is a state highway in western Massachusetts that runs through rural communities, connecting local roads to regional routes near the New York state line.
  • A. Massachusetts Route 41
    Massachusetts Route 41 is a north–south state highway in western Massachusetts that runs through rural Berkshire County, including the town of Sheffield.
  • B. Massachusetts Route 44
    Massachusetts Route 44 is an east–west state highway that runs across southeastern Massachusetts, connecting cities such as Plymouth and Taunton before continuing into neighboring states.
  • C. Massachusetts Route 38
    Massachusetts Route 38 is a state highway in Massachusetts that runs generally north–south through communities such as Woburn, Wilmington, and Lowell, serving as a key local arterial route.
  • D. Massachusetts Route 30
    Massachusetts Route 30 is an east–west state highway in Massachusetts that runs from the Worcester area to the Boston region, generally paralleling the Massachusetts Turnpike.
  • E. Massachusetts Route 32
    Massachusetts Route 32 is a north–south state highway in Massachusetts that runs through the central part of the state, connecting several small towns and intersecting major east–west routes.
  • 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_69c68856d7808190ab33ee914640281b completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6dbeaa88c8190a49f8504c1793e1f completed March 27, 2026, 7:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69d121b5cc1c819093109b22acacf98f completed April 4, 2026, 2:35 p.m.
NEDg Description generation batch_69d1231adb4481908fac11cae099d0de completed April 4, 2026, 2:41 p.m.
NED2 Entity disambiguation (via description) batch_69d123fcc8f48190838abd08a4af0a63 completed April 4, 2026, 2:45 p.m.
Created at: March 27, 2026, 2:32 p.m.