Triple

T2989969
Position Surface form Disambiguated ID Type / Status
Subject Billerica, Massachusetts E80724 entity
Predicate majorHighway P385 FINISHED
Object Massachusetts Route 4 E412048 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 4 | Statement: [Billerica, Massachusetts, majorHighway, Massachusetts Route 4]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Massachusetts Route 4
Context triple: [Billerica, Massachusetts, majorHighway, Massachusetts Route 4]
  • A. Massachusetts Route 4 chosen
    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.
  • B. Massachusetts Route 3
    Massachusetts Route 3 is a major north–south state highway in Massachusetts that connects the Boston metropolitan area with the South Shore and Cape Cod.
  • C. Massachusetts Route 2
    Massachusetts Route 2 is a major east–west state highway in Massachusetts that connects the Boston area with north-central and western parts of the state.
  • 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 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.
  • 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_69ad8b16c3488190b47b6aa7a59a335b completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad99dcdb00819092ca5f10396408e0 completed March 8, 2026, 3:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5e4b6ef4c81908a6861cba2a73652 completed March 14, 2026, 10:44 p.m.
Created at: March 8, 2026, 2:59 p.m.