Triple
T19992233
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nicolas Berggruen |
E494090
|
entity |
| Predicate | associatedWith |
P37
|
FINISHED |
| Object |
Berggruen Holdings
Berggruen Holdings is a private investment firm and family office founded and led by investor Nicolas Berggruen, managing a diversified global portfolio across multiple asset classes.
|
E1405271
|
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: Berggruen Holdings | Statement: [Nicolas Berggruen, associatedWith, Berggruen Holdings]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Berggruen Holdings Context triple: [Nicolas Berggruen, associatedWith, Berggruen Holdings]
-
A.
Roark Capital Group
Roark Capital Group is a private equity firm known for investing in and building large multi-brand restaurant and consumer service companies.
-
B.
Portman Holdings
Portman Holdings is a real estate development and investment firm known for creating and managing large-scale mixed-use and hospitality properties worldwide.
-
C.
Alden Global Capital
Alden Global Capital is a New York–based hedge fund known for acquiring and aggressively cost-cutting newspaper companies across the United States.
-
D.
Blackstone Group
Blackstone Group is a leading global alternative investment firm specializing in private equity, real estate, credit, and hedge fund solutions.
-
E.
Bain Capital
Bain Capital is a prominent private investment firm based in Boston, known for its leveraged buyouts, private equity, and alternative asset management activities worldwide.
- 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: Berggruen Holdings Triple: [Nicolas Berggruen, associatedWith, Berggruen Holdings]
Generated description
Berggruen Holdings is a private investment firm and family office founded and led by investor Nicolas Berggruen, managing a diversified global portfolio across multiple asset classes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Berggruen Holdings Target entity description: Berggruen Holdings is a private investment firm and family office founded and led by investor Nicolas Berggruen, managing a diversified global portfolio across multiple asset classes.
-
A.
Roark Capital Group
Roark Capital Group is a private equity firm known for investing in and building large multi-brand restaurant and consumer service companies.
-
B.
Portman Holdings
Portman Holdings is a real estate development and investment firm known for creating and managing large-scale mixed-use and hospitality properties worldwide.
-
C.
Alden Global Capital
Alden Global Capital is a New York–based hedge fund known for acquiring and aggressively cost-cutting newspaper companies across the United States.
-
D.
Blackstone Group
Blackstone Group is a leading global alternative investment firm specializing in private equity, real estate, credit, and hedge fund solutions.
-
E.
Bain Capital
Bain Capital is a prominent private investment firm based in Boston, known for its leveraged buyouts, private equity, and alternative asset management activities worldwide.
- 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_69da626a67648190af9653832a3aeced |
completed | April 11, 2026, 3:02 p.m. |
| NER | Named-entity recognition | batch_69e65fe10ffc81908c94168b0a8ea9c9 |
completed | April 20, 2026, 5:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a080503f1bc8190b71f6d7043ac6593 |
completed | May 16, 2026, 5:47 a.m. |
| NEDg | Description generation | batch_6a0806563e1c8190b702fcfc009c84d5 |
completed | May 16, 2026, 5:53 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0806e876c881909f0c30e5dd16ce20 |
completed | May 16, 2026, 5:55 a.m. |
Created at: April 11, 2026, 3:31 p.m.