Triple
T770559
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Trump v. Vance |
E16270
|
entity |
| Predicate | involvesInstitution |
P4257
|
FINISHED |
| Object |
Mazars USA LLP
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.
|
E91372
|
NE FINISHED |
How this triple was built (4 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. Vance, involvesInstitution, Mazars USA LLP]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mazars USA LLP Context triple: [Trump v. Vance, involvesInstitution, Mazars USA LLP]
-
A.
Perkins Coie
Perkins Coie is a major U.S.-based international law firm known for its work in corporate, litigation, and political law, as well as representing prominent technology companies and political campaigns.
-
B.
Phillips Lytle LLP
Phillips Lytle LLP is a U.S.-based law firm known for providing full-service business and litigation counsel to corporate, institutional, and government clients.
-
C.
Shreve, Lamb & Harmon
Shreve, Lamb & Harmon was a prominent American architectural firm best known for designing New York City's iconic Empire State Building.
-
D.
Covington & Burling
Covington & Burling is a prominent international law firm based in Washington, D.C., known for its work in regulatory, litigation, and corporate matters.
-
E.
Miller, Orton & Mulligan
Miller, Orton & Mulligan was a 19th-century American publishing firm known for issuing significant works of abolitionist and reform literature.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Mazars USA LLP Triple: [Trump v. Vance, involvesInstitution, Mazars USA LLP]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mazars USA LLP Target entity description: 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.
-
A.
Perkins Coie
Perkins Coie is a major U.S.-based international law firm known for its work in corporate, litigation, and political law, as well as representing prominent technology companies and political campaigns.
-
B.
Phillips Lytle LLP
Phillips Lytle LLP is a U.S.-based law firm known for providing full-service business and litigation counsel to corporate, institutional, and government clients.
-
C.
Shreve, Lamb & Harmon
Shreve, Lamb & Harmon was a prominent American architectural firm best known for designing New York City's iconic Empire State Building.
-
D.
Covington & Burling
Covington & Burling is a prominent international law firm based in Washington, D.C., known for its work in regulatory, litigation, and corporate matters.
-
E.
Miller, Orton & Mulligan
Miller, Orton & Mulligan was a 19th-century American publishing firm known for issuing significant works of abolitionist and reform literature.
- F. None of above. chosen
Provenance (5 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_69a49369a0848190af883934cee3db4c |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a4a704fb148190b203a5bdd77e961c |
completed | March 1, 2026, 8:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a66678f7ac819095eafccf44c6588e |
completed | March 3, 2026, 4:41 a.m. |
| NEDg | Description generation | batch_69a6698255d4819095df00abfe896eac |
completed | March 3, 2026, 4:54 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a66a495cf08190b3a2e2002c089634 |
completed | March 3, 2026, 4:57 a.m. |
Created at: March 1, 2026, 7:37 p.m.