Triple
T4025133
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Trump v. Mazars USA, LLP |
E91373
|
entity |
| Predicate | respondent |
P2238
|
FINISHED |
| Object | Mazars USA, LLP |
E91372
|
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: Mazars USA, LLP | Statement: [Trump v. Mazars USA, LLP, respondent, Mazars USA, LLP]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mazars USA, LLP Context triple: [Trump v. Mazars USA, LLP, respondent, Mazars USA, LLP]
-
A.
Mazars USA LLP
chosen
Mazars USA LLP is an accounting and consulting firm that served as Donald Trump’s longtime accounting firm and was central to the legal dispute in Trump v. Vance over access to his financial records.
-
B.
Mazars international network
Mazars international network is a global partnership of independent audit, tax, and advisory firms operating under the Mazars brand in numerous countries worldwide.
-
C.
Ernst & Young
Ernst & Young is a global professional services firm, known as one of the "Big Four" accounting organizations, providing audit, tax, consulting, and advisory services to clients worldwide.
-
D.
L.D. Astorino & Associates
L.D. Astorino & Associates is an American architecture firm known for designing major sports and institutional facilities, including the NFL’s Acrisure Stadium in Pittsburgh.
-
E.
Allen & Company
Allen & Company is a private investment bank and financial advisory firm known for its work with media, technology, and entertainment companies, as well as its exclusive annual Sun Valley Conference.
- 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_69aed9618b04819081750d979d2af098 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aefacfb23081909a46878adb90ea6c |
completed | March 9, 2026, 4:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b56b4a54c48190ae8abe0188b9738b |
completed | March 14, 2026, 2:06 p.m. |
Created at: March 9, 2026, 3:35 p.m.