Triple

T7445315
Position Surface form Disambiguated ID Type / Status
Subject Hadley, Massachusetts E171861 entity
Predicate transportation P230 FINISHED
Object Massachusetts Route 47
Massachusetts Route 47 is a north–south state highway in western Massachusetts that runs along the Connecticut River, connecting several Pioneer Valley communities.
E838203 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 47 | Statement: [Hadley, Massachusetts, transportation, Massachusetts Route 47]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Massachusetts Route 47
Context triple: [Hadley, Massachusetts, transportation, Massachusetts Route 47]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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 47
Triple: [Hadley, Massachusetts, transportation, Massachusetts Route 47]
Generated description
Massachusetts Route 47 is a north–south state highway in western Massachusetts that runs along the Connecticut River, connecting several Pioneer Valley communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Massachusetts Route 47
Target entity description: Massachusetts Route 47 is a north–south state highway in western Massachusetts that runs along the Connecticut River, connecting several Pioneer Valley communities.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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_69c68a65402881908f7869368eb746fb completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f37054388190a6cb4c0db2ca6014 completed March 27, 2026, 9:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69d29964080881909fd07de536667fbd completed April 5, 2026, 5:18 p.m.
NEDg Description generation batch_69d29b28f48081909f7e0487800ebe52 completed April 5, 2026, 5:26 p.m.
NED2 Entity disambiguation (via description) batch_69d29be3713c819089843c4ec2be93f1 completed April 5, 2026, 5:29 p.m.
Created at: March 27, 2026, 3:14 p.m.