Triple
T5457181
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | MacAndrews & Forbes |
E122506
|
entity |
| Predicate | keyShareholder |
P14887
|
FINISHED |
| Object | Ronald Perelman |
E264938
|
NE FINISHED |
How this triple was built (3 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: Ronald Perelman | Statement: [MacAndrews & Forbes, keyShareholder, Ronald Perelman]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ronald Perelman Context triple: [MacAndrews & Forbes, keyShareholder, Ronald Perelman]
-
A.
Ronald Perelman
chosen
Ronald Perelman is an American billionaire investor and corporate raider best known for building a vast business empire through leveraged buyouts and his long-time control of Revlon.
-
B.
Sam Zell
Sam Zell was an American billionaire real estate investor and entrepreneur best known for building a vast property empire and orchestrating major leveraged buyouts, including the acquisition of Tribune Company.
-
C.
Stephen A. Schwarzman
Stephen A. Schwarzman is an American billionaire businessman, co-founder and CEO of the private equity firm Blackstone, and a prominent philanthropist in education and the arts.
-
D.
Robert Kravis
Robert Kravis is a film producer best known for his work on the crime thriller "Lucky Number Slevin."
-
E.
Howard Lutnick
Howard Lutnick is an American businessman best known as the longtime chairman and CEO who rebuilt the financial services firm Cantor Fitzgerald after the September 11 attacks.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: keyShareholder Context triple: [MacAndrews & Forbes, keyShareholder, Ronald Perelman]
-
A.
majorShareholderOf
chosen
Indicates that one entity owns a controlling or significantly large portion of another entity’s shares or equity.
-
B.
ownershipStructure
Indicates how ownership or control is distributed among entities within an organization or asset.
-
C.
keyMember
Indicates that an entity plays a central, highly important, or leading role within a group, organization, or structure.
-
D.
sharesHeldBy
Indicates that a specified number or portion of shares is owned or held by a particular entity.
-
E.
keyPartner
Indicates a relationship where one entity serves as a primary or strategically important partner to another, typically involving significant collaboration or mutual dependence.
- F. None of above.
Provenance (4 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_69bd46424248819085282ddf50a565f3 |
completed | March 20, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69bd927c946c8190aef40679199fede3 |
completed | March 20, 2026, 6:31 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf8339158c8190b5471c9fb85696e1 |
completed | March 22, 2026, 5:50 a.m. |
| PD | Predicate disambiguation | batch_69bd91a0d96c8190bd1299edbf764bbb |
completed | March 20, 2026, 6:27 p.m. |
Created at: March 20, 2026, 2:08 p.m.