Triple
T10945152
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | David Bonderman |
E258575
|
entity |
| Predicate | employer |
P7
|
FINISHED |
| Object | TPG Inc. |
E701722
|
NE FINISHED |
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: TPG Inc. | Statement: [David Bonderman, employer, TPG Inc.]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: TPG Inc. Context triple: [David Bonderman, employer, TPG Inc.]
-
A.
TPG Capital
chosen
TPG Capital is a major global private equity investment firm known for its large-scale leveraged buyouts and growth capital investments across diverse industries.
-
B.
TPG network
The TPG network is the public transportation system serving Geneva, Switzerland, operated by Transports Publics Genevois and encompassing trams, buses, and trolleybuses across the city and surrounding areas.
-
C.
THP Limited
THP Limited is an engineering firm known for providing structural engineering services for major projects such as Paycor Stadium in Cincinnati, Ohio.
-
D.
Terra Networks
Terra Networks is a Spanish internet company best known for its early-2000s expansion in the online services market, including the high-profile acquisition of the web portal Lycos.
-
E.
The Perot Group
The Perot Group is a private investment and asset management firm founded by the Perot family that oversees and grows their diverse business interests.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d6aa8769b4819082bfe5e61b9017f0 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d770e9a89081908979efd1d9e6af66 |
completed | April 9, 2026, 9:27 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e2d722972c8190b14637dc9e52ce11 |
completed | April 18, 2026, 12:58 a.m. |
Created at: April 8, 2026, 9:23 p.m.