Triple
T38704
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Donald Trump |
E765
|
entity |
| Predicate | founded |
P104
|
FINISHED |
| Object |
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.
|
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 University | Statement: [Donald Trump, founded, Trump University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Trump University Context triple: [Donald Trump, founded, Trump University]
-
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.
Donald Trump
Donald Trump is an American businessman, television personality, and politician who served as the 45th president of the United States from 2017 to 2021.
-
C.
Obama Foundation
The Obama Foundation is a nonprofit organization focused on civic engagement, leadership development, and community initiatives inspired by the values and legacy of Barack Obama.
-
D.
The Giving Pledge
The Giving Pledge is a philanthropic campaign that encourages the world’s wealthiest individuals and families to commit the majority of their wealth to charitable causes during their lifetimes or in their wills.
-
E.
The Art of the Deal
The Art of the Deal is a 1987 business memoir and self-help book in which Donald Trump outlines his deal-making philosophy and recounts key episodes from his real estate career.
- 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 University Triple: [Donald Trump, founded, Trump University]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Trump University Target entity description: 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.
-
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.
Donald Trump
Donald Trump is an American businessman, television personality, and politician who served as the 45th president of the United States from 2017 to 2021.
-
C.
Obama Foundation
The Obama Foundation is a nonprofit organization focused on civic engagement, leadership development, and community initiatives inspired by the values and legacy of Barack Obama.
-
D.
The Giving Pledge
The Giving Pledge is a philanthropic campaign that encourages the world’s wealthiest individuals and families to commit the majority of their wealth to charitable causes during their lifetimes or in their wills.
-
E.
The Art of the Deal
The Art of the Deal is a 1987 business memoir and self-help book in which Donald Trump outlines his deal-making philosophy and recounts key episodes from his real estate career.
- 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_69a247a8f6c08190bac804906d62ed5a |
completed | Feb. 28, 2026, 1:40 a.m. |
| NER | Named-entity recognition | batch_69a24acd14b48190b80d4329621583df |
completed | Feb. 28, 2026, 1:54 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a255322d048190b3a45c6c6a80230c |
completed | Feb. 28, 2026, 2:38 a.m. |
| NEDg | Description generation | batch_69a255ee9c1c8190a9d1db89af34fbaf |
completed | Feb. 28, 2026, 2:41 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a256a35c3081908aa5522c734bd54d |
completed | Feb. 28, 2026, 2:44 a.m. |
Created at: Feb. 28, 2026, 1:46 a.m.