Triple

T21128584
Position Surface form Disambiguated ID Type / Status
Subject Public Law 114-94 E520622 entity
Predicate establishesProgram P10634 FINISHED
Object National Highway Freight Program — NE NERFINISHED

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: National Highway Freight Program | Statement: [Public Law 114-94, establishesProgram, National Highway Freight Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: National Highway Freight Program
Context triple: [Public Law 114-94, establishesProgram, National Highway Freight Program]
  • A. National Highway Freight Program chosen
    The National Highway Freight Program is a U.S. federal funding program that supports improvements to the national freight highway network to enhance the efficient movement of goods.
  • B. National Highway Freight Network
    The National Highway Freight Network is a designated system of key U.S. highways identified as critical for the efficient movement of freight and the nation’s economic competitiveness.
  • C. Nationally Significant Freight and Highway Projects program
    The Nationally Significant Freight and Highway Projects program is a U.S. federal funding initiative that supports large-scale, high-impact freight and highway infrastructure projects to improve the movement of goods and enhance national economic competitiveness.
  • D. 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.
  • E. 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.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (2 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_69e0b50b53048190ae34e8abbe3c5ada completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e7223a7a588190a01a66921b79b98b completed April 21, 2026, 7:07 a.m.
Created at: April 16, 2026, 2:56 p.m.