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.