Triple
T2973303
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Jonathan Spitalny |
E80332
|
entity |
| Predicate | coFounderOf |
P104
|
FINISHED |
| Object | Trump University |
E5268
|
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: Trump University | Statement: [Jonathan Spitalny, coFounderOf, Trump University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Trump University Context triple: [Jonathan Spitalny, coFounderOf, Trump University]
-
A.
Trump University
chosen
Trump University was a for-profit education company offering real estate and business seminars that became widely known for lawsuits alleging fraud and deceptive practices.
-
B.
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.
-
C.
Trump Productions
Trump Productions is a media and television production company associated with Donald Trump, best known for producing shows like "The Apprentice."
-
D.
Trump Foundation
The Trump Foundation was a private charitable organization founded and funded by Donald Trump and his businesses, later dissolved amid investigations into self-dealing and misuse of funds.
-
E.
Trump Hotels
Trump Hotels is a luxury hotel brand associated with former U.S. President Donald Trump, known for its upscale properties and high-end hospitality services.
- 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_69ad8b14ffe881908ffed62f9595c867 |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad9987bb6c8190adfb447b76276962 |
completed | March 8, 2026, 3:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b108e6a5448190ae32e6d2db8e7248 |
completed | March 11, 2026, 6:17 a.m. |
Created at: March 8, 2026, 2:58 p.m.