Triple
T21566606
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cubist Systematic Strategies |
E532176
|
entity |
| Predicate | competesWith |
P1375
|
FINISHED |
| Object |
Two Sigma Investments
Two Sigma Investments is a New York–based quantitative hedge fund and financial technology firm that uses advanced data science and machine learning to drive its investment strategies.
|
E1489974
|
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: Two Sigma Investments | Statement: [Cubist Systematic Strategies, competesWith, Two Sigma Investments]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Two Sigma Investments Context triple: [Cubist Systematic Strategies, competesWith, Two Sigma Investments]
-
A.
D. E. Shaw & Co.
D. E. Shaw & Co. is a prominent New York–based quantitative hedge fund and technology-driven investment firm known for its pioneering use of mathematical and computational strategies in finance.
-
B.
The Baupost Group
The Baupost Group is a Boston-based hedge fund and investment management firm known for its value-oriented, contrarian investing approach led by renowned investor Seth Klarman.
-
C.
SAC Capital Advisors
SAC Capital Advisors was a prominent hedge fund founded by Steven A. Cohen, known for its aggressive trading strategies and later infamous for a major insider trading scandal.
-
D.
Elliott Management
Elliott Management is a prominent American activist hedge fund and investment management firm founded by Paul Singer, known for its aggressive strategies in restructuring and influencing companies worldwide.
-
E.
Oaktree Capital Management
Oaktree Capital Management is a global alternative investment management firm best known for its expertise in credit and distressed debt investing.
- 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: Two Sigma Investments Triple: [Cubist Systematic Strategies, competesWith, Two Sigma Investments]
Generated description
Two Sigma Investments is a New York–based quantitative hedge fund and financial technology firm that uses advanced data science and machine learning to drive its investment strategies.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Two Sigma Investments Target entity description: Two Sigma Investments is a New York–based quantitative hedge fund and financial technology firm that uses advanced data science and machine learning to drive its investment strategies.
-
A.
D. E. Shaw & Co.
D. E. Shaw & Co. is a prominent New York–based quantitative hedge fund and technology-driven investment firm known for its pioneering use of mathematical and computational strategies in finance.
-
B.
The Baupost Group
The Baupost Group is a Boston-based hedge fund and investment management firm known for its value-oriented, contrarian investing approach led by renowned investor Seth Klarman.
-
C.
SAC Capital Advisors
SAC Capital Advisors was a prominent hedge fund founded by Steven A. Cohen, known for its aggressive trading strategies and later infamous for a major insider trading scandal.
-
D.
Elliott Management
Elliott Management is a prominent American activist hedge fund and investment management firm founded by Paul Singer, known for its aggressive strategies in restructuring and influencing companies worldwide.
-
E.
Oaktree Capital Management
Oaktree Capital Management is a global alternative investment management firm best known for its expertise in credit and distressed debt investing.
- 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_69e0c460db088190828c64206a450273 |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69eee9c912a08190952bbc9217a957d9 |
completed | April 27, 2026, 4:44 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a09eeef32cc81908e4d6f4aebd3de1a |
completed | May 17, 2026, 4:38 p.m. |
| NEDg | Description generation | batch_6a09efd967d481909c9e0bc1c3f18f4a |
completed | May 17, 2026, 4:42 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a09f06905108190b77d5bd95f261f3b |
completed | May 17, 2026, 4:44 p.m. |
Created at: April 16, 2026, 6:30 p.m.