Triple

T12816871
Position Surface form Disambiguated ID Type / Status
Subject Ludlow, Massachusetts E306424 entity
Predicate hasMajorHighway P385 FINISHED
Object Massachusetts Route 32 E498937 NE FINISHED

How this triple was built (2 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 32 | Statement: [Ludlow, Massachusetts, hasMajorHighway, Massachusetts Route 32]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Massachusetts Route 32
Context triple: [Ludlow, Massachusetts, hasMajorHighway, Massachusetts Route 32]
  • A. Massachusetts Route 32 chosen
    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.
  • B. 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.
  • C. Massachusetts Route 33
    Massachusetts Route 33 is a state highway in western Massachusetts that connects the cities of Chicopee and South Hadley, serving as a key north–south arterial route in the region.
  • 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 37
    Massachusetts Route 37 is a state highway in eastern Massachusetts that runs north–south through several communities south of Boston, serving as a key local connector route.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69d7bdf46c448190b1faa55aaacb6317 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d96e9d00088190ac0f5d60e1de7a7c completed April 10, 2026, 9:41 p.m.
NED1 Entity disambiguation (via context triple) batch_6a004f3548b48190aec852723654bd35 completed May 10, 2026, 9:26 a.m.
Created at: April 9, 2026, 5:31 p.m.