Triple
T14131576
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Paul Soros |
E350179
|
entity |
| Predicate | familyName |
P18
|
FINISHED |
| Object |
Soros
Soros is a Hungarian-origin surname most prominently associated with billionaire investor and philanthropist George Soros and his family.
|
E1083017
|
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: Soros | Statement: [Paul Soros, familyName, Soros]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Soros Context triple: [Paul Soros, familyName, Soros]
-
A.
Tivadar Soros
Tivadar Soros was a Hungarian Jewish lawyer, writer, and Esperanto advocate best known as the father of financier and philanthropist George Soros.
-
B.
George Soros
George Soros is a Hungarian-American billionaire investor and philanthropist known for his successful hedge fund management, his role in major currency speculation events, and his extensive support for liberal democratic and human rights causes worldwide.
-
C.
Paul Soros
Paul Soros was a Hungarian-American engineer, businessman, and philanthropist known for his innovations in port design and for founding the Paul & Daisy Soros Fellowships for New Americans.
-
D.
John A. Paulson
John A. Paulson is an American billionaire hedge fund manager and philanthropist known for his hugely profitable bet against the U.S. housing market before the 2008 financial crisis.
-
E.
Ray Dalio
Ray Dalio is an American billionaire investor, hedge fund manager, and author best known as the founder of Bridgewater Associates and for his influential writings on economics and principles-based decision making.
- 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: Soros Triple: [Paul Soros, familyName, Soros]
Generated description
Soros is a Hungarian-origin surname most prominently associated with billionaire investor and philanthropist George Soros and his family.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Soros Target entity description: Soros is a Hungarian-origin surname most prominently associated with billionaire investor and philanthropist George Soros and his family.
-
A.
Tivadar Soros
Tivadar Soros was a Hungarian Jewish lawyer, writer, and Esperanto advocate best known as the father of financier and philanthropist George Soros.
-
B.
George Soros
George Soros is a Hungarian-American billionaire investor and philanthropist known for his successful hedge fund management, his role in major currency speculation events, and his extensive support for liberal democratic and human rights causes worldwide.
-
C.
Paul Soros
Paul Soros was a Hungarian-American engineer, businessman, and philanthropist known for his innovations in port design and for founding the Paul & Daisy Soros Fellowships for New Americans.
-
D.
John A. Paulson
John A. Paulson is an American billionaire hedge fund manager and philanthropist known for his hugely profitable bet against the U.S. housing market before the 2008 financial crisis.
-
E.
Ray Dalio
Ray Dalio is an American billionaire investor, hedge fund manager, and author best known as the founder of Bridgewater Associates and for his influential writings on economics and principles-based decision making.
- 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_69d827865f608190b311820428ae027b |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de610cece88190b4a86500677e5938 |
completed | April 14, 2026, 3:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fcf7e485fc8190aad0cce445aaec1a |
completed | May 7, 2026, 8:36 p.m. |
| NEDg | Description generation | batch_69fcfc4571f88190a7ddca8aac0951a8 |
completed | May 7, 2026, 8:55 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fcfca211d88190a3186a1e65c39b98 |
completed | May 7, 2026, 8:57 p.m. |
Created at: April 9, 2026, 11:16 p.m.