Triple

T10679184
Position Surface form Disambiguated ID Type / Status
Subject Harlem Hellfighters E251698 entity
Predicate notableCommander P1197 FINISHED
Object William Hayward
William Hayward was the American officer who famously led the African American 369th Infantry Regiment, known as the Harlem Hellfighters, during World War I.
 E1021681 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: William Hayward | Statement: [Harlem Hellfighters, notableCommander, William Hayward]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: William Hayward
Context triple: [Harlem Hellfighters, notableCommander, William Hayward]
  • A. William Hayward
    William Hayward was a film producer best known for his work on projects such as the 1971 Western drama "The Hired Hand."
  • B. J. W. Hayward
    J. W. Hayward was a mountaineer known for making the first recorded ascent of the peak Dom in the Swiss Alps.
  • C. William Drinkard
    William Drinkard is a gospel singer best known as a member of the influential family group The Drinkard Singers, which helped shape mid-20th-century American gospel music.
  • D. James Haygood
    James Haygood is a film editor known for his work on major feature films and commercials, including editing the thriller "Panic Room."
  • E. William Wheeler
    William Wheeler is an American screenwriter known for his work on films such as the biographical drama "Queen of Katwe."
  • 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: William Hayward
Triple: [Harlem Hellfighters, notableCommander, William Hayward]
Generated description
William Hayward was the American officer who famously led the African American 369th Infantry Regiment, known as the Harlem Hellfighters, during World War I.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: William Hayward
Target entity description: William Hayward was the American officer who famously led the African American 369th Infantry Regiment, known as the Harlem Hellfighters, during World War I.
  • A. William Hayward
    William Hayward was a film producer best known for his work on projects such as the 1971 Western drama "The Hired Hand."
  • B. J. W. Hayward
    J. W. Hayward was a mountaineer known for making the first recorded ascent of the peak Dom in the Swiss Alps.
  • C. William Drinkard
    William Drinkard is a gospel singer best known as a member of the influential family group The Drinkard Singers, which helped shape mid-20th-century American gospel music.
  • D. James Haygood
    James Haygood is a film editor known for his work on major feature films and commercials, including editing the thriller "Panic Room."
  • E. William Wheeler
    William Wheeler is an American screenwriter known for his work on films such as the biographical drama "Queen of Katwe."
  • 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_69d6aa5bd7c08190a816e733b4045c23 completed April 8, 2026, 7:19 p.m.
NER Named-entity recognition batch_69d6fcc03dc4819080a6211a2bfaaf0a completed April 9, 2026, 1:11 a.m.
NED1 Entity disambiguation (via context triple) batch_69f6e2527570819092314ee0a678e53c completed May 3, 2026, 5:51 a.m.
NEDg Description generation batch_69f6e32bf5508190b4dc58971f8f64d0 completed May 3, 2026, 5:54 a.m.
NED2 Entity disambiguation (via description) batch_69f6e40a13c8819084daf9b77b46a181 completed May 3, 2026, 5:58 a.m.
Created at: April 8, 2026, 9:10 p.m.