Triple
T3304482
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | George Soros |
E69413
|
entity |
| Predicate | founded |
P104
|
FINISHED |
| Object |
Quantum Fund
Quantum Fund is a highly influential hedge fund best known for its aggressive currency speculation and for generating massive profits under the management of George Soros.
|
E347719
|
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: Quantum Fund | Statement: [George Soros, founded, Quantum Fund]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Quantum Fund Context triple: [George Soros, founded, Quantum Fund]
-
A.
Triumph of the Market
Triumph of the Market is a critical work by economist and media analyst Edward S. Herman that examines the social and political consequences of neoliberal, market-driven policies.
-
B.
The God Particle
The God Particle is a popular science book by physicist Leon Lederman that explores the search for the Higgs boson and the fundamental nature of matter and the universe.
-
C.
Squantum
Squantum is a coastal neighborhood of Quincy, Massachusetts, known for its residential character, waterfront views, and proximity to Boston.
-
D.
The Man Who Knew
The Man Who Knew is a mystery novel by British writer Edgar Wallace, featuring crime, suspense, and intricate plotting typical of his early 20th-century thrillers.
-
E.
The Curious Bank
The Curious Bank is the marketing slogan used by Fifth Third Bank to convey its distinctive, inquisitive approach to banking and customer service.
- 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: Quantum Fund Triple: [George Soros, founded, Quantum Fund]
Generated description
Quantum Fund is a highly influential hedge fund best known for its aggressive currency speculation and for generating massive profits under the management of George Soros.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Quantum Fund Target entity description: Quantum Fund is a highly influential hedge fund best known for its aggressive currency speculation and for generating massive profits under the management of George Soros.
-
A.
Triumph of the Market
Triumph of the Market is a critical work by economist and media analyst Edward S. Herman that examines the social and political consequences of neoliberal, market-driven policies.
-
B.
The God Particle
The God Particle is a popular science book by physicist Leon Lederman that explores the search for the Higgs boson and the fundamental nature of matter and the universe.
-
C.
Squantum
Squantum is a coastal neighborhood of Quincy, Massachusetts, known for its residential character, waterfront views, and proximity to Boston.
-
D.
The Man Who Knew
The Man Who Knew is a mystery novel by British writer Edgar Wallace, featuring crime, suspense, and intricate plotting typical of his early 20th-century thrillers.
-
E.
The Curious Bank
The Curious Bank is the marketing slogan used by Fifth Third Bank to convey its distinctive, inquisitive approach to banking and customer service.
- 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_69ad859f218081909458d2cebbf57565 |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adb0c8179081908a2595d1fdb7560a |
completed | March 8, 2026, 5:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b2f3e383088190a056ca793ebf4ffe |
completed | March 12, 2026, 5:12 p.m. |
| NEDg | Description generation | batch_69b2f9fb060881909dd940c69cf4a12e |
completed | March 12, 2026, 5:38 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b3137bf988819080cef6c1946ec622 |
completed | March 12, 2026, 7:26 p.m. |
Created at: March 8, 2026, 3:11 p.m.