Triple

T5441438
Position Surface form Disambiguated ID Type / Status
Subject Highway Account E122142 entity
Predicate legalBasis P125 FINISHED
Object Internal Revenue Code provisions on the Highway Trust Fund E2192 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: Internal Revenue Code provisions on the Highway Trust Fund | Statement: [Highway Account, legalBasis, Internal Revenue Code provisions on the Highway Trust Fund]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Internal Revenue Code provisions on the Highway Trust Fund
Context triple: [Highway Account, legalBasis, Internal Revenue Code provisions on the Highway Trust Fund]
  • A. Highway Trust Fund
    The Highway Trust Fund is a U.S. federal transportation fund, primarily financed by fuel and related excise taxes, that supports the construction and maintenance of highways and mass transit systems.
  • B. Internal Revenue Code chosen
    The Internal Revenue Code is the comprehensive body of federal tax law in the United States that governs the assessment and collection of most national taxes.
  • C. Direct Tax Clause of the United States Constitution
    The Direct Tax Clause of the United States Constitution is a provision that restricts the federal government from imposing direct taxes unless they are apportioned among the states according to population.
  • D. Internal Revenue Service Restructuring and Reform Act of 1998
    The Internal Revenue Service Restructuring and Reform Act of 1998 is a major U.S. federal law that overhauled the IRS’s organization, strengthened taxpayer rights, and increased oversight and accountability of tax administration.
  • E. United States taxation and revenue case law
    United States taxation and revenue case law comprises judicial decisions that interpret and apply federal and state tax statutes, regulations, and constitutional provisions, shaping how taxes are assessed, collected, and disputed in the United States.
  • 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_69bd46400768819092925d461c0b8432 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd91c131648190b5a7f49efacc874a completed March 20, 2026, 6:28 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf412daa408190a46926f28339aeac completed March 22, 2026, 1:09 a.m.
Created at: March 20, 2026, 2:07 p.m.