Triple

T6589606
Position Surface form Disambiguated ID Type / Status
Subject Sheffield, Massachusetts E159314 entity
Predicate majorHighway P385 FINISHED
Object 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.
 E727167 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 41 | Statement: [Sheffield, Massachusetts, majorHighway, Massachusetts Route 41]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Massachusetts Route 41
Context triple: [Sheffield, Massachusetts, majorHighway, Massachusetts Route 41]
  • A. 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.
  • 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 16
    Massachusetts Route 16 is a major east–west state highway in Massachusetts that connects several Greater Boston suburbs and communities.
  • E. Massachusetts Route 4
    Massachusetts Route 4 is a state highway in Massachusetts that runs through the northeastern part of the state, connecting several suburbs and towns to major regional 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 41
Triple: [Sheffield, Massachusetts, majorHighway, Massachusetts Route 41]
Generated description
Massachusetts Route 41 is a north–south state highway in western Massachusetts that runs through rural Berkshire County, including the town of Sheffield.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Massachusetts Route 41
Target entity description: Massachusetts Route 41 is a north–south state highway in western Massachusetts that runs through rural Berkshire County, including the town of Sheffield.
  • A. 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.
  • 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 16
    Massachusetts Route 16 is a major east–west state highway in Massachusetts that connects several Greater Boston suburbs and communities.
  • E. Massachusetts Route 4
    Massachusetts Route 4 is a state highway in Massachusetts that runs through the northeastern part of the state, connecting several suburbs and towns to major regional 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_69c688366ce8819083f8883983c0df92 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6aeb201e88190808cf5779349f96c completed March 27, 2026, 4:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69cdc60b0ae48190bb6e6f38bcbb05dd completed April 2, 2026, 1:27 a.m.
NEDg Description generation batch_69cdcb8cbd3c8190b467ecbcf55231e9 completed April 2, 2026, 1:51 a.m.
NED2 Entity disambiguation (via description) batch_69cdccff097c819099a33612504468e1 completed April 2, 2026, 1:57 a.m.
Created at: March 27, 2026, 1:55 p.m.