Triple

T9110982
Position Surface form Disambiguated ID Type / Status
Subject Cars 2 E218598 entity
Predicate voiceCastMember P9616 FINISHED
Object David Hobbs
David Hobbs is a former British racing driver and motorsport commentator who voiced a character in the animated film "Cars 2."
E779030 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: David Hobbs | Statement: [Cars 2, voiceCastMember, David Hobbs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: David Hobbs
Context triple: [Cars 2, voiceCastMember, David Hobbs]
  • A. Michael Hobbs
    Michael Hobbs is the skeptical, work-focused human son of Walter Hobbs in the film "Elf," who gradually comes to believe in and embrace Buddy the Elf as his brother.
  • B. Pat Hobbs
    Pat Hobbs is an American college athletics administrator best known for serving as the athletic director at Rutgers University, where he has overseen major developments in the Scarlet Knights’ athletic programs.
  • C. Mark Hobbes
    Mark Hobbes is a fictional character in Star Trek: Voyager, known as Captain Kathryn Janeway’s fiancé back on Earth whose long-distance relationship with her is strained by Voyager’s prolonged journey in the Delta Quadrant.
  • D. Matt Hobby
    Matt Hobby is an American actor and comedian best known for playing Pastor Jeff Difford on the television series "Young Sheldon."
  • E. David Embick
    David Embick is an American linguist known for his influential work in theoretical linguistics, particularly in syntax, morphology, and their interfaces.
  • 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: David Hobbs
Triple: [Cars 2, voiceCastMember, David Hobbs]
Generated description
David Hobbs is a former British racing driver and motorsport commentator who voiced a character in the animated film "Cars 2."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: David Hobbs
Target entity description: David Hobbs is a former British racing driver and motorsport commentator who voiced a character in the animated film "Cars 2."
  • A. Michael Hobbs
    Michael Hobbs is the skeptical, work-focused human son of Walter Hobbs in the film "Elf," who gradually comes to believe in and embrace Buddy the Elf as his brother.
  • B. Pat Hobbs
    Pat Hobbs is an American college athletics administrator best known for serving as the athletic director at Rutgers University, where he has overseen major developments in the Scarlet Knights’ athletic programs.
  • C. Mark Hobbes
    Mark Hobbes is a fictional character in Star Trek: Voyager, known as Captain Kathryn Janeway’s fiancé back on Earth whose long-distance relationship with her is strained by Voyager’s prolonged journey in the Delta Quadrant.
  • D. Matt Hobby
    Matt Hobby is an American actor and comedian best known for playing Pastor Jeff Difford on the television series "Young Sheldon."
  • E. David Embick
    David Embick is an American linguist known for his influential work in theoretical linguistics, particularly in syntax, morphology, and their interfaces.
  • 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_69ca83dc94ac8190b9ef42684d36ff39 completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69cca847102881908f9d86ce9883fb1a completed April 1, 2026, 5:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69d030467b188190a6d99bf2fc65207d completed April 3, 2026, 9:25 p.m.
NEDg Description generation batch_69d0316f47c88190920843b469d15069 completed April 3, 2026, 9:30 p.m.
NED2 Entity disambiguation (via description) batch_69d032778adc8190a087497507a6e1ca completed April 3, 2026, 9:34 p.m.
Created at: March 30, 2026, 7:16 p.m.