Triple
T23281999
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Blackstone Group |
E588888
|
entity |
| Predicate | hasDivision |
P35
|
FINISHED |
| Object |
Blackstone Private Equity
Blackstone Private Equity is the flagship private equity arm of Blackstone Inc., specializing in large-scale leveraged buyouts and growth investments across a wide range of industries globally.
|
E588888
|
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: Blackstone Private Equity | Statement: [Blackstone Group, hasDivision, Blackstone Private Equity]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Blackstone Private Equity Context triple: [Blackstone Group, hasDivision, Blackstone Private Equity]
-
A.
Blackstone Group
Blackstone Group is a leading global alternative investment firm specializing in private equity, real estate, credit, and hedge fund solutions.
-
B.
Warburg Pincus
Warburg Pincus is a global private equity firm known for growth investing across a wide range of industries and regions.
-
C.
The Carlyle Group
The Carlyle Group is a major global private equity and investment firm known for managing large alternative asset portfolios and employing prominent political and financial figures.
-
D.
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.
-
E.
Cerberus Capital Management
Cerberus Capital Management is a large American private equity firm and hedge fund known for its investments in distressed assets and complex corporate turnarounds.
- 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: Blackstone Private Equity Triple: [Blackstone Group, hasDivision, Blackstone Private Equity]
Generated description
Blackstone Private Equity is the flagship private equity arm of Blackstone Inc., specializing in large-scale leveraged buyouts and growth investments across a wide range of industries globally.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Blackstone Private Equity Target entity description: Blackstone Private Equity is the flagship private equity arm of Blackstone Inc., specializing in large-scale leveraged buyouts and growth investments across a wide range of industries globally.
-
A.
Blackstone Group
chosen
Blackstone Group is a leading global alternative investment firm specializing in private equity, real estate, credit, and hedge fund solutions.
-
B.
Warburg Pincus
Warburg Pincus is a global private equity firm known for growth investing across a wide range of industries and regions.
-
C.
The Carlyle Group
The Carlyle Group is a major global private equity and investment firm known for managing large alternative asset portfolios and employing prominent political and financial figures.
-
D.
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.
-
E.
Cerberus Capital Management
Cerberus Capital Management is a large American private equity firm and hedge fund known for its investments in distressed assets and complex corporate turnarounds.
- F. None of above.
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_69e25d16e2c08190a291de254703129e |
completed | April 17, 2026, 4:17 p.m. |
| NER | Named-entity recognition | batch_69f19643b8908190a2c29552b272dc61 |
completed | April 29, 2026, 5:25 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c3f7f06a08190a3ac574cdcd79e3d |
completed | May 19, 2026, 10:46 a.m. |
| NEDg | Description generation | batch_6a0c4075bc508190ae0dc8b61c24faa0 |
completed | May 19, 2026, 10:50 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0c411702a48190ba2964ba221394d1 |
completed | May 19, 2026, 10:53 a.m. |
Created at: April 17, 2026, 4:58 p.m.