Triple
T5811727
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Thurman Arnold |
E128882
|
entity |
| Predicate | fullName |
P16
|
FINISHED |
| Object |
Thurman Wesley Arnold
Thurman Wesley Arnold was an influential American lawyer, judge, and antitrust enforcer best known for leading the U.S. Department of Justice’s Antitrust Division under President Franklin D. Roosevelt.
|
E557851
|
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: Thurman Wesley Arnold | Statement: [Thurman Arnold, fullName, Thurman Wesley Arnold]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Thurman Wesley Arnold Context triple: [Thurman Arnold, fullName, Thurman Wesley Arnold]
-
A.
John A. McCone
John A. McCone was an American industrialist and government official who served as Director of Central Intelligence during the early 1960s, overseeing the CIA through critical Cold War events such as the Cuban Missile Crisis.
-
B.
Hoyt S. Vandenberg
Hoyt S. Vandenberg was a U.S. Air Force general who served as Chief of Staff of the Air Force and Director of Central Intelligence, playing a key role in the development of American air power during and after World War II.
-
C.
Dale F. Halton
Dale F. Halton is a prominent Charlotte business leader and philanthropist, best known as the former president of Pepsi-Cola Bottling Company of Charlotte and a major benefactor of UNC Charlotte.
-
D.
Harold Brown
Harold Brown was an American physicist and statesman who served as U.S. Secretary of Defense under President Jimmy Carter from 1977 to 1981.
-
E.
Bernard A. Schriever
Bernard A. Schriever was a United States Air Force general and pioneering military space program architect often regarded as the father of the U.S. Air Force’s ballistic missile and space systems.
- 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: Thurman Wesley Arnold Triple: [Thurman Arnold, fullName, Thurman Wesley Arnold]
Generated description
Thurman Wesley Arnold was an influential American lawyer, judge, and antitrust enforcer best known for leading the U.S. Department of Justice’s Antitrust Division under President Franklin D. Roosevelt.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Thurman Wesley Arnold Target entity description: Thurman Wesley Arnold was an influential American lawyer, judge, and antitrust enforcer best known for leading the U.S. Department of Justice’s Antitrust Division under President Franklin D. Roosevelt.
-
A.
John A. McCone
John A. McCone was an American industrialist and government official who served as Director of Central Intelligence during the early 1960s, overseeing the CIA through critical Cold War events such as the Cuban Missile Crisis.
-
B.
Hoyt S. Vandenberg
Hoyt S. Vandenberg was a U.S. Air Force general who served as Chief of Staff of the Air Force and Director of Central Intelligence, playing a key role in the development of American air power during and after World War II.
-
C.
Dale F. Halton
Dale F. Halton is a prominent Charlotte business leader and philanthropist, best known as the former president of Pepsi-Cola Bottling Company of Charlotte and a major benefactor of UNC Charlotte.
-
D.
Harold Brown
Harold Brown was an American physicist and statesman who served as U.S. Secretary of Defense under President Jimmy Carter from 1977 to 1981.
-
E.
Bernard A. Schriever
Bernard A. Schriever was a United States Air Force general and pioneering military space program architect often regarded as the father of the U.S. Air Force’s ballistic missile and space systems.
- 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_69c0084788848190bcf71f6bc5d71597 |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c02b54c2848190bb85212689d0b511 |
completed | March 22, 2026, 5:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c0e352c74481909e74fa0a2607b44d |
completed | March 23, 2026, 6:53 a.m. |
| NEDg | Description generation | batch_69c0f1282148819086b9f1c24dcb0a46 |
completed | March 23, 2026, 7:52 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c0f1a171c481909a897f342b6d6329 |
completed | March 23, 2026, 7:54 a.m. |
Created at: March 22, 2026, 3:52 p.m.