Triple

T12886055
Position Surface form Disambiguated ID Type / Status
Subject Girl with Curious Hair E308226 entity
Predicate hasStory P11859 FINISHED
Object John Billy
"John Billy" is a short story by David Foster Wallace, featured in his collection *Girl with Curious Hair*, known for its experimental style and darkly comic exploration of American culture.
 E1008362 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: John Billy | Statement: [Girl with Curious Hair, hasStory, John Billy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John Billy
Context triple: [Girl with Curious Hair, hasStory, John Billy]
  • A. Billy James
    Billy James is a musician best known for composing the soundtrack to the 1971 road movie "Two-Lane Blacktop."
  • B. John James
    John James is an American actor best known for his role as Jeff Colby on the 1980s prime-time soap opera Dynasty and its spin-off The Colbys.
  • C. John James
    John James was an early 18th-century English architect known for designing several notable London churches in the Baroque and Palladian styles.
  • D. Hugh Williamson
    Hugh Williamson was an American Founding Father, physician, and statesman who represented North Carolina at the Constitutional Convention and signed the U.S. Constitution.
  • E. Bonny Billy
    Bonny Billy is an alias of American singer-songwriter and actor Will Oldham, known for his introspective, genre-blurring indie folk music.
  • 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: John Billy
Triple: [Girl with Curious Hair, hasStory, John Billy]
Generated description
"John Billy" is a short story by David Foster Wallace, featured in his collection *Girl with Curious Hair*, known for its experimental style and darkly comic exploration of American culture.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: John Billy
Target entity description: "John Billy" is a short story by David Foster Wallace, featured in his collection *Girl with Curious Hair*, known for its experimental style and darkly comic exploration of American culture.
  • A. Billy James
    Billy James is a musician best known for composing the soundtrack to the 1971 road movie "Two-Lane Blacktop."
  • B. John James
    John James is an American actor best known for his role as Jeff Colby on the 1980s prime-time soap opera Dynasty and its spin-off The Colbys.
  • C. John James
    John James was an early 18th-century English architect known for designing several notable London churches in the Baroque and Palladian styles.
  • D. Hugh Williamson
    Hugh Williamson was an American Founding Father, physician, and statesman who represented North Carolina at the Constitutional Convention and signed the U.S. Constitution.
  • E. Bonny Billy
    Bonny Billy is an alias of American singer-songwriter and actor Will Oldham, known for his introspective, genre-blurring indie folk music.
  • 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_69d7bdf7c1f0819098102569a8d8cbf5 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d9714415c08190aa9944b494a3ddad completed April 10, 2026, 9:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6a5576ae4819084914697b2e86d9f completed May 3, 2026, 1:31 a.m.
NEDg Description generation batch_69f6a641d1988190b9af41c8c7ca599e completed May 3, 2026, 1:34 a.m.
NED2 Entity disambiguation (via description) batch_69f6a7792f948190bb0b324bee0cd8ac completed May 3, 2026, 1:40 a.m.
Created at: April 9, 2026, 5:39 p.m.