Triple
T2085158
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | 1996 United States presidential election |
E45331
|
entity |
| Predicate | primaryOpponentOfDole |
P26912
|
FINISHED |
| Object |
Steve Forbes
Steve Forbes is an American publishing executive and twice Republican presidential candidate best known as the editor-in-chief of Forbes magazine and a prominent advocate of a flat tax.
|
E231995
|
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: Steve Forbes | Statement: [1996 United States presidential election, primaryOpponentOfDole, Steve Forbes]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Steve Forbes Context triple: [1996 United States presidential election, primaryOpponentOfDole, Steve Forbes]
-
A.
Peter G. Peterson
Peter G. Peterson was an American businessman, investment banker, and former U.S. Secretary of Commerce best known as a co-founder of the private equity firm Blackstone and a prominent advocate for fiscal responsibility.
-
B.
Charles F. Dolan
Charles F. Dolan is an American cable television pioneer and media executive best known as the founder of HBO and Cablevision.
-
C.
Barry Diller
Barry Diller is an American media and internet executive known for building major entertainment and digital companies, including leading Fox’s early expansion and later chairing IAC.
-
D.
John A. Paulson
John A. Paulson is an American billionaire hedge fund manager and philanthropist known for his hugely profitable bet against the U.S. housing market before the 2008 financial crisis.
-
E.
Philip Anschutz
Philip Anschutz is an American billionaire businessman and philanthropist known for his extensive investments in energy, railroads, real estate, and sports and entertainment ventures, including ownership stakes in major professional teams and venues.
- 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: Steve Forbes Triple: [1996 United States presidential election, primaryOpponentOfDole, Steve Forbes]
Generated description
Steve Forbes is an American publishing executive and twice Republican presidential candidate best known as the editor-in-chief of Forbes magazine and a prominent advocate of a flat tax.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Steve Forbes Target entity description: Steve Forbes is an American publishing executive and twice Republican presidential candidate best known as the editor-in-chief of Forbes magazine and a prominent advocate of a flat tax.
-
A.
Peter G. Peterson
Peter G. Peterson was an American businessman, investment banker, and former U.S. Secretary of Commerce best known as a co-founder of the private equity firm Blackstone and a prominent advocate for fiscal responsibility.
-
B.
Charles F. Dolan
Charles F. Dolan is an American cable television pioneer and media executive best known as the founder of HBO and Cablevision.
-
C.
Barry Diller
Barry Diller is an American media and internet executive known for building major entertainment and digital companies, including leading Fox’s early expansion and later chairing IAC.
-
D.
John A. Paulson
John A. Paulson is an American billionaire hedge fund manager and philanthropist known for his hugely profitable bet against the U.S. housing market before the 2008 financial crisis.
-
E.
Philip Anschutz
Philip Anschutz is an American billionaire businessman and philanthropist known for his extensive investments in energy, railroads, real estate, and sports and entertainment ventures, including ownership stakes in major professional teams and venues.
- 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_69a8891869c88190a02643e3bb746f59 |
completed | March 4, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69abbdc11a048190ba3bbc60f90f34e1 |
completed | March 7, 2026, 5:55 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae273f8e3481908c45f1686072a95d |
completed | March 9, 2026, 1:49 a.m. |
| NEDg | Description generation | batch_69ae29284a90819088ce2344b139e714 |
completed | March 9, 2026, 1:58 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae29c9b6ac8190a0256fb911afaf72 |
completed | March 9, 2026, 2 a.m. |
Created at: March 4, 2026, 7:41 p.m.