Triple
T4085503
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Klarman family |
E87578
|
entity |
| Predicate | associatedWith |
P37
|
FINISHED |
| Object |
Baupost Group (via Seth Klarman)
Baupost Group is a Boston-based value-oriented hedge fund and investment management firm founded and led by renowned investor Seth Klarman.
|
E410610
|
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: Baupost Group (via Seth Klarman) | Statement: [Klarman family, associatedWith, Baupost Group (via Seth Klarman)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Baupost Group (via Seth Klarman) Context triple: [Klarman family, associatedWith, Baupost Group (via Seth Klarman)]
-
A.
Oaktree Capital Management
Oaktree Capital Management is a global alternative investment management firm best known for its expertise in credit and distressed debt investing.
-
B.
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.
-
C.
Walter J. Schloss Associates
Walter J. Schloss Associates was an investment management firm known for its conservative, deep-value investing approach inspired by Benjamin Graham and run by renowned value investor Walter J. Schloss.
-
D.
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.
-
E.
Godfrey Investment Group
Godfrey Investment Group is a real estate investment firm known for owning prominent commercial properties such as the iconic Fountain Place skyscraper in Dallas, Texas.
- 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: Baupost Group (via Seth Klarman) Triple: [Klarman family, associatedWith, Baupost Group (via Seth Klarman)]
Generated description
Baupost Group is a Boston-based value-oriented hedge fund and investment management firm founded and led by renowned investor Seth Klarman.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Baupost Group (via Seth Klarman) Target entity description: Baupost Group is a Boston-based value-oriented hedge fund and investment management firm founded and led by renowned investor Seth Klarman.
-
A.
Oaktree Capital Management
Oaktree Capital Management is a global alternative investment management firm best known for its expertise in credit and distressed debt investing.
-
B.
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.
-
C.
Walter J. Schloss Associates
Walter J. Schloss Associates was an investment management firm known for its conservative, deep-value investing approach inspired by Benjamin Graham and run by renowned value investor Walter J. Schloss.
-
D.
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.
-
E.
Godfrey Investment Group
Godfrey Investment Group is a real estate investment firm known for owning prominent commercial properties such as the iconic Fountain Place skyscraper in Dallas, Texas.
- 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_69aed9435cf48190ad1da737c962d19d |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aefc7b7cc4819089cfbf2b1c23ccc5 |
completed | March 9, 2026, 4:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b562ca4b688190923792adc33ea421 |
completed | March 14, 2026, 1:29 p.m. |
| NEDg | Description generation | batch_69b5637e72948190989169b0a46916a8 |
completed | March 14, 2026, 1:32 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b563fc4cb081908ba0f1a799338a8c |
completed | March 14, 2026, 1:34 p.m. |
Created at: March 9, 2026, 3:39 p.m.