Triple

T16909980
Position Surface form Disambiguated ID Type / Status
Subject Hercules (1997 film) E410168 entity
Predicate screenwriter P2831 FINISHED
Object Bob Shaw
Bob Shaw is an American screenwriter best known for co-writing the screenplay for Disney's animated film "Hercules" (1997).
E1239744 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: Bob Shaw | Statement: [Hercules (1997 film), screenwriter, Bob Shaw]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bob Shaw
Context triple: [Hercules (1997 film), screenwriter, Bob Shaw]
  • A. Bob Shaw
    Bob Shaw was a Northern Irish science fiction author and fan writer known for his witty essays, inventive concepts, and contributions to both professional and fan science fiction communities.
  • B. Frank Shaw
    Frank Shaw is an individual known primarily as the child of Mrs. Shaw, though further widely recognized biographical details are not specified.
  • C. Arthur Shaw
    Arthur Shaw is the wealthy, duplicitous financier and primary antagonist targeted for revenge in the comedy heist film "Tower Heist."
  • D. Peter Shaw
    Peter Shaw was a British-born actor and film and television producer best known as the longtime husband and producing partner of Angela Lansbury.
  • E. Arthur Shields
    Arthur Shields was an Irish character actor known for his work in both stage and film, particularly in Hollywood productions of the mid-20th century.
  • 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: Bob Shaw
Triple: [Hercules (1997 film), screenwriter, Bob Shaw]
Generated description
Bob Shaw is an American screenwriter best known for co-writing the screenplay for Disney's animated film "Hercules" (1997).
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bob Shaw
Target entity description: Bob Shaw is an American screenwriter best known for co-writing the screenplay for Disney's animated film "Hercules" (1997).
  • A. Bob Shaw
    Bob Shaw was a Northern Irish science fiction author and fan writer known for his witty essays, inventive concepts, and contributions to both professional and fan science fiction communities.
  • B. Frank Shaw
    Frank Shaw is an individual known primarily as the child of Mrs. Shaw, though further widely recognized biographical details are not specified.
  • C. Arthur Shaw
    Arthur Shaw is the wealthy, duplicitous financier and primary antagonist targeted for revenge in the comedy heist film "Tower Heist."
  • D. Peter Shaw
    Peter Shaw was a British-born actor and film and television producer best known as the longtime husband and producing partner of Angela Lansbury.
  • E. Arthur Shields
    Arthur Shields was an Irish character actor known for his work in both stage and film, particularly in Hollywood productions of the mid-20th century.
  • 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_69d886c7b1e481908c3766dfa8c13458 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3ca3bdc3081908a9b4f6e63405348 completed April 18, 2026, 6:15 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00c7bb4ac481909318d3d61a2d10e1 completed May 10, 2026, 6 p.m.
NEDg Description generation batch_6a00c8c9c78481908e503977d47f7c1f completed May 10, 2026, 6:04 p.m.
NED2 Entity disambiguation (via description) batch_6a00c9d1c6a0819083635b8246cc82e7 completed May 10, 2026, 6:09 p.m.
Created at: April 10, 2026, 5:30 a.m.