Triple

T15169711
Position Surface form Disambiguated ID Type / Status
Subject Sphere (1998 film) E362451 entity
Predicate screenwriter P2831 FINISHED
Object Stephen Hauser
Stephen Hauser is a screenwriter best known for co-writing the science fiction thriller film "Sphere" (1998), adapted from Michael Crichton's novel of the same name.
E1150235 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: Stephen Hauser | Statement: [Sphere (1998 film), screenwriter, Stephen Hauser]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Stephen Hauser
Context triple: [Sphere (1998 film), screenwriter, Stephen Hauser]
  • A. Michael Bauman
    Michael Bauman is a cinematographer best known for his work on the film "Licorice Pizza."
  • B. Jonathan Hadary
    Jonathan Hadary is an American stage and screen actor known for his work in Broadway productions and various film and television roles.
  • C. Stephen Kessler
    Stephen Kessler is an American film and television director best known for his work on comedies, including the National Lampoon’s Vegas Vacation.
  • D. Michael Haussman
    Michael Haussman is an American director and filmmaker best known for his work on high-profile music videos and commercials.
  • E. Mark Rosman
    Mark Rosman is an American film and television director and screenwriter best known for his work on family and teen-oriented movies and series, including projects for Disney.
  • 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: Stephen Hauser
Triple: [Sphere (1998 film), screenwriter, Stephen Hauser]
Generated description
Stephen Hauser is a screenwriter best known for co-writing the science fiction thriller film "Sphere" (1998), adapted from Michael Crichton's novel of the same name.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Stephen Hauser
Target entity description: Stephen Hauser is a screenwriter best known for co-writing the science fiction thriller film "Sphere" (1998), adapted from Michael Crichton's novel of the same name.
  • A. Michael Bauman
    Michael Bauman is a cinematographer best known for his work on the film "Licorice Pizza."
  • B. Jonathan Hadary
    Jonathan Hadary is an American stage and screen actor known for his work in Broadway productions and various film and television roles.
  • C. Stephen Kessler
    Stephen Kessler is an American film and television director best known for his work on comedies, including the National Lampoon’s Vegas Vacation.
  • D. Michael Haussman
    Michael Haussman is an American director and filmmaker best known for his work on high-profile music videos and commercials.
  • E. Mark Rosman
    Mark Rosman is an American film and television director and screenwriter best known for his work on family and teen-oriented movies and series, including projects for Disney.
  • 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_69d85a087b7c81908baa94a53dac8d68 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e0064ec56481909f11fa6e5686f076 completed April 15, 2026, 9:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69fef88dd1fc8190b6cdabf6c24c2712 completed May 9, 2026, 9:04 a.m.
NEDg Description generation batch_69fefbea222081908d6e2e1a1d9a0492 completed May 9, 2026, 9:18 a.m.
NED2 Entity disambiguation (via description) batch_69fefc1e9a088190820953ad6137b183 completed May 9, 2026, 9:19 a.m.
Created at: April 10, 2026, 3:08 a.m.