Triple

T12886057
Position Surface form Disambiguated ID Type / Status
Subject Girl with Curious Hair E308226 entity
Predicate hasStory P11859 FINISHED
Object Say Never
"Say Never" is a short story by David Foster Wallace included in his collection *Girl with Curious Hair*, exemplifying his experimental, metafictional style.
E1008363 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: Say Never | Statement: [Girl with Curious Hair, hasStory, Say Never]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Say Never
Context triple: [Girl with Curious Hair, hasStory, Say Never]
  • A. Never Say Never
    "Never Say Never" is a pop song by Justin Bieber, featuring Jaden Smith, that gained widespread popularity as an inspirational anthem and tie-in to the film "The Karate Kid" (2010).
  • B. Never Say Never
    Never Say Never is a song featured on the R&B album "Put That on Everything."
  • C. May You Never
    "May You Never" is a gentle folk song written by John Martyn that gained wider recognition through Eric Clapton’s cover version.
  • D. Never Did
    "Never Did" is a track from the hip-hop duo Learning, showcasing their style and musical themes.
  • E. A Way You'll Never Be
    "A Way You'll Never Be" is a short story by Ernest Hemingway that follows a shell-shocked American soldier wandering through the Italian countryside during World War I, exploring themes of trauma, memory, and dislocation.
  • 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: Say Never
Triple: [Girl with Curious Hair, hasStory, Say Never]
Generated description
"Say Never" is a short story by David Foster Wallace included in his collection *Girl with Curious Hair*, exemplifying his experimental, metafictional style.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Say Never
Target entity description: "Say Never" is a short story by David Foster Wallace included in his collection *Girl with Curious Hair*, exemplifying his experimental, metafictional style.
  • A. Never Say Never
    "Never Say Never" is a pop song by Justin Bieber, featuring Jaden Smith, that gained widespread popularity as an inspirational anthem and tie-in to the film "The Karate Kid" (2010).
  • B. Never Say Never
    Never Say Never is a song featured on the R&B album "Put That on Everything."
  • C. May You Never
    "May You Never" is a gentle folk song written by John Martyn that gained wider recognition through Eric Clapton’s cover version.
  • D. Never Did
    "Never Did" is a track from the hip-hop duo Learning, showcasing their style and musical themes.
  • E. A Way You'll Never Be
    "A Way You'll Never Be" is a short story by Ernest Hemingway that follows a shell-shocked American soldier wandering through the Italian countryside during World War I, exploring themes of trauma, memory, and dislocation.
  • 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.