Triple

T7471879
Position Surface form Disambiguated ID Type / Status
Subject Crawford E176525 entity
Predicate hasNotableBearer P458 FINISHED
Object Bill Crawford
Bill Crawford is a former United States Air Force enlisted airman and janitor who was belatedly recognized with the Medal of Honor for his heroic actions during World War II.
E667351 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: Bill Crawford | Statement: [Crawford, hasNotableBearer, Bill Crawford]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bill Crawford
Context triple: [Crawford, hasNotableBearer, Bill Crawford]
  • A. Bill Graves
    Bill Graves is an American politician who served as the 43rd Governor of Kansas from 1995 to 2003.
  • B. Richard Jenrette
    Richard Jenrette was an American financier and co-founder of the influential Wall Street investment bank Donaldson, Lufkin & Jenrette, known for pioneering research-driven equity analysis.
  • C. Dan Boren
    Dan Boren is an American politician and former U.S. Representative from Oklahoma, known for his centrist Democratic positions and service in a prominent political family.
  • D. Don Payne
    Don Payne was an American screenwriter and producer best known for his work on comedic television series like "The Simpsons" and superhero films such as "Thor."
  • E. Thomas J. Bliley Jr.
    Thomas J. Bliley Jr. is an American Republican politician and former U.S. Representative from Virginia who chaired the House Commerce Committee and played a key role in major financial deregulation legislation.
  • 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: Bill Crawford
Triple: [Crawford, hasNotableBearer, Bill Crawford]
Generated description
Bill Crawford is a former United States Air Force enlisted airman and janitor who was belatedly recognized with the Medal of Honor for his heroic actions during World War II.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bill Crawford
Target entity description: Bill Crawford is a former United States Air Force enlisted airman and janitor who was belatedly recognized with the Medal of Honor for his heroic actions during World War II.
  • A. Bill Graves
    Bill Graves is an American politician who served as the 43rd Governor of Kansas from 1995 to 2003.
  • B. Richard Jenrette
    Richard Jenrette was an American financier and co-founder of the influential Wall Street investment bank Donaldson, Lufkin & Jenrette, known for pioneering research-driven equity analysis.
  • C. Dan Boren
    Dan Boren is an American politician and former U.S. Representative from Oklahoma, known for his centrist Democratic positions and service in a prominent political family.
  • D. Don Payne
    Don Payne was an American screenwriter and producer best known for his work on comedic television series like "The Simpsons" and superhero films such as "Thor."
  • E. Thomas J. Bliley Jr.
    Thomas J. Bliley Jr. is an American Republican politician and former U.S. Representative from Virginia who chaired the House Commerce Committee and played a key role in major financial deregulation legislation.
  • 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_69c69f223fd88190b4c69b95d7cbeeda completed March 27, 2026, 3:15 p.m.
NER Named-entity recognition batch_69c6f415b5cc81909e1e097c90f460b6 completed March 27, 2026, 9:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69c83480a40c8190a7ae3e08022735a1 completed March 28, 2026, 8:05 p.m.
NEDg Description generation batch_69c835ce5bbc8190b968535c16cfc660 completed March 28, 2026, 8:10 p.m.
NED2 Entity disambiguation (via description) batch_69c836a80eb081908b9937944fe18661 completed March 28, 2026, 8:14 p.m.
Created at: March 27, 2026, 3:41 p.m.