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.