Triple
T6275640
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Vincent Viola |
E140651
|
entity |
| Predicate | founderOf |
P104
|
FINISHED |
| Object |
Virtu Financial
Virtu Financial is a global high-frequency trading and market-making firm known for using advanced technology to provide liquidity across numerous financial markets.
|
E581859
|
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: Virtu Financial | Statement: [Vincent Viola, founderOf, Virtu Financial]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Virtu Financial Context triple: [Vincent Viola, founderOf, Virtu Financial]
-
A.
Vinik Asset Management
Vinik Asset Management is an investment management firm best known for being run by prominent fund manager and former Fidelity Magellan star Jeffrey Vinik.
-
B.
Rock Financial
Rock Financial is a mortgage lending company that later evolved into Quicken Loans (now Rocket Mortgage), a major U.S. online home loan provider.
-
C.
Mithril Capital Management
Mithril Capital Management is a venture capital firm co-founded by tech investor Peter Thiel that focuses on long-term investments in innovative, growth-stage technology companies.
-
D.
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.
-
E.
Scotia Capital
Scotia Capital is the investment banking and capital markets arm of Scotiabank, providing services such as underwriting, advisory, and trading to corporate, institutional, and government clients.
- 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: Virtu Financial Triple: [Vincent Viola, founderOf, Virtu Financial]
Generated description
Virtu Financial is a global high-frequency trading and market-making firm known for using advanced technology to provide liquidity across numerous financial markets.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Virtu Financial Target entity description: Virtu Financial is a global high-frequency trading and market-making firm known for using advanced technology to provide liquidity across numerous financial markets.
-
A.
Vinik Asset Management
Vinik Asset Management is an investment management firm best known for being run by prominent fund manager and former Fidelity Magellan star Jeffrey Vinik.
-
B.
Rock Financial
Rock Financial is a mortgage lending company that later evolved into Quicken Loans (now Rocket Mortgage), a major U.S. online home loan provider.
-
C.
Mithril Capital Management
Mithril Capital Management is a venture capital firm co-founded by tech investor Peter Thiel that focuses on long-term investments in innovative, growth-stage technology companies.
-
D.
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.
-
E.
Scotia Capital
Scotia Capital is the investment banking and capital markets arm of Scotiabank, providing services such as underwriting, advisory, and trading to corporate, institutional, and government clients.
- 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_69c008cc158881908df6ec94a911c736 |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c063c170bc8190933e2fd5c9fef783 |
completed | March 22, 2026, 9:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c519478ed88190913f9e3ccf6368f1 |
completed | March 26, 2026, 11:32 a.m. |
| NEDg | Description generation | batch_69c51eddcd4881909f1d3bee21c42ba2 |
completed | March 26, 2026, 11:56 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c51f65f2c88190a1d58724b74b6dee |
completed | March 26, 2026, 11:58 a.m. |
Created at: March 22, 2026, 4:25 p.m.