Triple
T520224
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fred Trump |
E10797
|
entity |
| Predicate | employer |
P7
|
FINISHED |
| Object |
Trump Management
Trump Management was the real estate development and management company founded by Fred Trump that oversaw his extensive portfolio of residential properties in New York City.
|
E64704
|
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 Management | Statement: [Fred Trump, employer, Trump Management]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Trump Management Context triple: [Fred Trump, employer, Trump Management]
-
A.
Trump Productions
Trump Productions is a media and television production company associated with Donald Trump, best known for producing shows like "The Apprentice."
-
B.
Trump
Trump is a prominent American surname most widely associated with businessman and former U.S. President Donald Trump and his family.
-
C.
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.
-
D.
Trump family
The Trump family is a prominent American business and political dynasty best known for its real estate empire and for producing Donald J. Trump, the 45th president of the United States.
-
E.
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.
- 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 Management Triple: [Fred Trump, employer, Trump Management]
Generated description
Trump Management was the real estate development and management company founded by Fred Trump that oversaw his extensive portfolio of residential properties in New York City.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Trump Management Target entity description: Trump Management was the real estate development and management company founded by Fred Trump that oversaw his extensive portfolio of residential properties in New York City.
-
A.
Trump Productions
Trump Productions is a media and television production company associated with Donald Trump, best known for producing shows like "The Apprentice."
-
B.
Trump
Trump is a prominent American surname most widely associated with businessman and former U.S. President Donald Trump and his family.
-
C.
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.
-
D.
Trump family
The Trump family is a prominent American business and political dynasty best known for its real estate empire and for producing Donald J. Trump, the 45th president of the United States.
-
E.
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.
- 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_69a2e84a0d08819087e01863fcd9abf1 |
completed | Feb. 28, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69a2f1a00a6c8190a62dc7c901c2f2ff |
completed | Feb. 28, 2026, 1:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a4a6feef408190b6e3f6fec95c36e7 |
completed | March 1, 2026, 8:52 p.m. |
| NEDg | Description generation | batch_69a4a77d8f8481909de13ef3fc7dbbcb |
completed | March 1, 2026, 8:54 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a4a7e66ba881908413b647eee4f0da |
completed | March 1, 2026, 8:56 p.m. |
Created at: Feb. 28, 2026, 1:12 p.m.