Triple

T9110957
Position Surface form Disambiguated ID Type / Status
Subject Cars 2 E218598 entity
Predicate featuresCharacter P626 FINISHED
Object Holley Shiftwell
Holley Shiftwell is a British spy car and intelligence agent who appears as a major character in Pixar's animated film "Cars 2."
 E779027 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: Holley Shiftwell | Statement: [Cars 2, featuresCharacter, Holley Shiftwell]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Holley Shiftwell
Context triple: [Cars 2, featuresCharacter, Holley Shiftwell]
  • A. Holley
    Holley is a surname most notably associated with Alexander Lyman Holley, a prominent 19th-century American engineer and steel industry pioneer.
  • B. Tillotson
    Tillotson is an English surname most notably associated with John Tillotson, a 17th-century Archbishop of Canterbury.
  • C. Bosch D-Jetronic fuel injection
    Bosch D-Jetronic fuel injection is an early electronic fuel injection system developed by Bosch that uses manifold pressure sensing and analog electronics to meter fuel delivery in various 1960s–1970s European cars.
  • D. Roush-Yates Engines
    Roush-Yates Engines is a high-performance racing engine manufacturer and builder known for supplying competitive powerplants to top-level NASCAR and other motorsports teams.
  • E. GTE Automatic Electric
    GTE Automatic Electric was a major U.S. telecommunications equipment manufacturer known for producing telephone switching systems and related hardware, particularly for independent telephone companies.
  • 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: Holley Shiftwell
Triple: [Cars 2, featuresCharacter, Holley Shiftwell]
Generated description
Holley Shiftwell is a British spy car and intelligence agent who appears as a major character in Pixar's animated film "Cars 2."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Holley Shiftwell
Target entity description: Holley Shiftwell is a British spy car and intelligence agent who appears as a major character in Pixar's animated film "Cars 2."
  • A. Holley
    Holley is a surname most notably associated with Alexander Lyman Holley, a prominent 19th-century American engineer and steel industry pioneer.
  • B. Tillotson
    Tillotson is an English surname most notably associated with John Tillotson, a 17th-century Archbishop of Canterbury.
  • C. Bosch D-Jetronic fuel injection
    Bosch D-Jetronic fuel injection is an early electronic fuel injection system developed by Bosch that uses manifold pressure sensing and analog electronics to meter fuel delivery in various 1960s–1970s European cars.
  • D. Roush-Yates Engines
    Roush-Yates Engines is a high-performance racing engine manufacturer and builder known for supplying competitive powerplants to top-level NASCAR and other motorsports teams.
  • E. GTE Automatic Electric
    GTE Automatic Electric was a major U.S. telecommunications equipment manufacturer known for producing telephone switching systems and related hardware, particularly for independent telephone companies.
  • 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.