Triple

T12445337
Position Surface form Disambiguated ID Type / Status
Subject SAFETEA-LU E297382 entity
Predicate containsProgram P17453 FINISHED
Object Highway Safety Improvement Program E231382 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: Highway Safety Improvement Program | Statement: [SAFETEA-LU, containsProgram, Highway Safety Improvement Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Highway Safety Improvement Program
Context triple: [SAFETEA-LU, containsProgram, Highway Safety Improvement Program]
  • A. Highway Safety Improvement Program chosen
    The Highway Safety Improvement Program is a federal initiative that funds and promotes projects aimed at reducing traffic fatalities and serious injuries on the nation’s roadways.
  • B. Highway Safety Improvement Program guidance
    Highway Safety Improvement Program guidance is a set of federal guidelines and best practices that help transportation agencies plan, implement, and evaluate roadway safety improvements to reduce traffic fatalities and serious injuries.
  • C. Strategic Highway Safety Plans
    Strategic Highway Safety Plans are statewide, data-driven, multi-year road safety strategies that coordinate agencies and countermeasures to systematically reduce traffic fatalities and serious injuries.
  • D. National Highway Performance Program
    The National Highway Performance Program is a U.S. federal funding program that supports the construction, preservation, and improvement of major national highways and bridges to enhance safety, performance, and reliability.
  • E. Federal-aid Highway Program
    The Federal-aid Highway Program is a U.S. government initiative that provides federal funding and oversight for the construction, maintenance, and improvement of the nation’s highways and related infrastructure.
  • 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_69d6ada166c48190b902972cd2408fa3 completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d94d90f18c819083a36ff4b9be4a20 completed April 10, 2026, 7:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69f63f132d048190b58a8381bdc74cad completed May 2, 2026, 6:14 p.m.
Created at: April 8, 2026, 9:55 p.m.