Triple
T9205371
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Laura Shusterman |
E220961
|
entity |
| Predicate | associatedWith |
P37
|
FINISHED |
| Object | Michael Cohen taxi-medallion ventures |
E28743
|
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: Michael Cohen taxi-medallion ventures | Statement: [Laura Shusterman, associatedWith, Michael Cohen taxi-medallion ventures]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Michael Cohen taxi-medallion ventures Context triple: [Laura Shusterman, associatedWith, Michael Cohen taxi-medallion ventures]
-
A.
The Trump Organization
The Trump Organization is a privately held American conglomerate of real estate, hospitality, and branding businesses long controlled by Donald Trump and his family.
-
B.
Michael Cohen
chosen
Michael Cohen is an American attorney and former personal lawyer and fixer for Donald Trump who later became a key witness in investigations into Trump's business and political activities.
-
C.
Michael F. Cohen
Michael F. Cohen is a prominent computer graphics researcher recognized for his influential contributions to the field, including receiving the prestigious Steven A. Coons Award.
-
D.
Michael D. Cohen
Michael D. Cohen was an American organizational theorist and professor known for his influential work on organizational decision-making and the "garbage can model" of organizational choice.
-
E.
Stormy Daniels
Stormy Daniels is an American adult film actress, director, and writer who became widely known for her alleged affair and subsequent legal disputes involving former U.S. President Donald Trump.
- 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_69ca83e8e9248190862cf3e41693b310 |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69ccd947a0a08190966f22a6207c9120 |
completed | April 1, 2026, 8:37 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d065e09fbc81908159b386038b3d73 |
completed | April 4, 2026, 1:14 a.m. |
Created at: March 30, 2026, 7:26 p.m.