Triple
T1667376
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | New York v. Trump Entrepreneur Initiative LLC |
E36043
|
entity |
| Predicate | defendant |
P2238
|
FINISHED |
| Object |
Trump Entrepreneur Initiative LLC
Trump Entrepreneur Initiative LLC was a for-profit education company founded by Donald Trump that offered real estate and entrepreneurship seminars and became widely known for lawsuits alleging it misled students.
|
E5268
|
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: Trump Entrepreneur Initiative LLC | Statement: [New York v. Trump Entrepreneur Initiative LLC, defendant, Trump Entrepreneur Initiative LLC]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Trump Entrepreneur Initiative LLC Context triple: [New York v. Trump Entrepreneur Initiative LLC, defendant, Trump Entrepreneur Initiative LLC]
-
A.
Eric Trump Foundation
The Eric Trump Foundation is a charitable organization associated with the Trump family that has focused on fundraising for children’s health and related causes.
-
B.
Trump Productions
Trump Productions is a media and television production company associated with Donald Trump, best known for producing shows like "The Apprentice."
-
C.
Trump media ventures
Trump Media Ventures is a business entity associated with Donald Trump that oversees and manages his various media-related enterprises and production activities.
-
D.
Trump University
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.
-
E.
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.
- 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: Trump Entrepreneur Initiative LLC Triple: [New York v. Trump Entrepreneur Initiative LLC, defendant, Trump Entrepreneur Initiative LLC]
Generated description
Trump Entrepreneur Initiative LLC was a for-profit education company founded by Donald Trump that offered real estate and entrepreneurship seminars and became widely known for lawsuits alleging it misled students.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Trump Entrepreneur Initiative LLC Target entity description: Trump Entrepreneur Initiative LLC was a for-profit education company founded by Donald Trump that offered real estate and entrepreneurship seminars and became widely known for lawsuits alleging it misled students.
-
A.
Eric Trump Foundation
The Eric Trump Foundation is a charitable organization associated with the Trump family that has focused on fundraising for children’s health and related causes.
-
B.
Trump Productions
Trump Productions is a media and television production company associated with Donald Trump, best known for producing shows like "The Apprentice."
-
C.
Trump media ventures
Trump Media Ventures is a business entity associated with Donald Trump that oversees and manages his various media-related enterprises and production activities.
-
D.
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.
-
E.
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.
- F. None of above.
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_69a8861286808190939afff3ce8ee31e |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69aa62d1261481909a01c8fe4ff7500d |
completed | March 6, 2026, 5:14 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad683207b08190a86c266aaece4e98 |
completed | March 8, 2026, 12:14 p.m. |
| NEDg | Description generation | batch_69ad692a4078819080c3a89166917081 |
completed | March 8, 2026, 12:18 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad698929f88190af97fc915d29a5b5 |
completed | March 8, 2026, 12:20 p.m. |
Created at: March 4, 2026, 7:29 p.m.