Triple

T4247581
Position Surface form Disambiguated ID Type / Status
Subject Assistant Secretary of the Treasury E95564 entity
Predicate hasMultipleSubtypes P21666 FINISHED
Object Assistant Secretary for Tax Policy E16311 NE FINISHED

How this triple was built (3 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: Assistant Secretary for Tax Policy | Statement: [Assistant Secretary of the Treasury, hasMultipleSubtypes, Assistant Secretary for Tax Policy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Assistant Secretary for Tax Policy
Context triple: [Assistant Secretary of the Treasury, hasMultipleSubtypes, Assistant Secretary for Tax Policy]
  • A. Assistant Secretary for Tax Policy chosen
    The Assistant Secretary for Tax Policy is a senior U.S. Treasury Department official responsible for developing and overseeing federal tax policy, legislation, and regulations.
  • B. Under Secretary for Domestic Finance
    The Under Secretary for Domestic Finance is a senior U.S. Treasury official responsible for overseeing federal financial policy, debt management, financial institutions, and capital markets within the United States.
  • C. Assistant Attorney General for the Tax Division
    The Assistant Attorney General for the Tax Division is the senior U.S. Department of Justice official responsible for overseeing all federal civil and criminal tax litigation and related enforcement policy.
  • D. Assistant Secretary of the Treasury
    The Assistant Secretary of the Treasury is a senior U.S. Department of the Treasury official responsible for overseeing major policy areas and advising the Secretary on specialized financial, economic, or tax matters.
  • E. Commissioner of the Bureau of the Fiscal Service
    The Commissioner of the Bureau of the Fiscal Service is the head of the U.S. Treasury bureau responsible for managing the federal government's central accounting, collections, payments, and public debt operations.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasMultipleSubtypes
Context triple: [Assistant Secretary of the Treasury, hasMultipleSubtypes, Assistant Secretary for Tax Policy]
  • A. hasMultipleLevels
    Indicates that something is organized into more than one hierarchical or structural level.
  • B. hasSubConcept chosen
    Indicates that one concept is a more specific, subordinate, or narrower idea within the scope of another, more general concept.
  • C. hasAlternateMemberType
    Indicates that an entity is associated with a different or substitute type of member than its primary or standard member type.
  • D. hasTypeOfSubdivision
    Indicates that one administrative or territorial unit is classified as a specific kind or category of subdivision.
  • E. hasSubSeries
    Indicates that one series is a subordinate or component series within a larger parent series.
  • F. None of above.

Provenance (4 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_69b3453d91548190b4d4ef8fe52aa2ac completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b34e9cb71481909b4baa370193148f completed March 12, 2026, 11:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5a87c033881908e0cf9fdfecaf36a completed March 14, 2026, 6:27 p.m.
PD Predicate disambiguation batch_69b347f587148190a1830503459939b6 completed March 12, 2026, 11:10 p.m.
Created at: March 12, 2026, 11:05 p.m.