Triple
T22730305
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Schwarzman |
E562115
|
entity |
| Predicate | notableBearer |
P458
|
FINISHED |
| Object | Stephen A. Schwarzman |
—
|
NE NERFINISHED |
How this triple was built (2 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: Stephen A. Schwarzman | Statement: [Schwarzman, notableBearer, Stephen A. Schwarzman]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stephen A. Schwarzman Context triple: [Schwarzman, notableBearer, Stephen A. Schwarzman]
-
A.
Stephen A. Schwarzman
chosen
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.
-
B.
Henry R. Kravis
Henry R. Kravis is an American billionaire investor and co-founder of the private equity firm Kohlberg Kravis Roberts & Co. (KKR), known for pioneering leveraged buyouts.
-
C.
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.
-
D.
Andrew Weill
Andrew Weill is an individual notable enough to be recognized as a namesake of the surname Weill, though specific widely known public details about him are not clearly established.
-
E.
Stephen A. Ross
Stephen A. Ross was an influential American economist and financial theorist best known for developing the arbitrage pricing theory and making foundational contributions to modern finance.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69e24550859c81908727d91efc3a81b4 |
completed | April 17, 2026, 2:36 p.m. |
| NER | Named-entity recognition | batch_69f1792cb9cc8190a7c45032427bca1a |
completed | April 29, 2026, 3:21 a.m. |
Created at: April 17, 2026, 3:21 p.m.