Triple

T8929519
Position Surface form Disambiguated ID Type / Status
Subject Audi TT E212615 entity
Predicate designer P184 FINISHED
Object Freeman Thomas
Freeman Thomas is an American automobile designer best known for his influential work on iconic models such as the Audi TT and the Volkswagen New Beetle.
 E766179 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: Freeman Thomas | Statement: [Audi TT, designer, Freeman Thomas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Freeman Thomas
Context triple: [Audi TT, designer, Freeman Thomas]
  • A. J. E. Freeman
    J. E. Freeman was an American character actor known for his intense, often villainous roles in films such as *Alien: Resurrection* and *Miller’s Crossing*.
  • B. Ralph Freeman
    Ralph Freeman was a British civil engineer best known for designing major steel bridges in the early 20th century.
  • C. Thornton Freeland
    Thornton Freeland was an American film director active in the 1930s and 1940s, known for his work on Hollywood musicals and comedies.
  • D. Frederick Mills
    Frederick Mills was a person significant enough in local or regional history that Mills County, Iowa, was named in his honor.
  • E. Frederick Elmes
    Frederick Elmes is an American cinematographer known for his distinctive collaborations with directors like David Lynch and Jim Jarmusch, contributing to the visual style of numerous influential independent films.
  • 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: Freeman Thomas
Triple: [Audi TT, designer, Freeman Thomas]
Generated description
Freeman Thomas is an American automobile designer best known for his influential work on iconic models such as the Audi TT and the Volkswagen New Beetle.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Freeman Thomas
Target entity description: Freeman Thomas is an American automobile designer best known for his influential work on iconic models such as the Audi TT and the Volkswagen New Beetle.
  • A. J. E. Freeman
    J. E. Freeman was an American character actor known for his intense, often villainous roles in films such as *Alien: Resurrection* and *Miller’s Crossing*.
  • B. Ralph Freeman
    Ralph Freeman was a British civil engineer best known for designing major steel bridges in the early 20th century.
  • C. Thornton Freeland
    Thornton Freeland was an American film director active in the 1930s and 1940s, known for his work on Hollywood musicals and comedies.
  • D. Frederick Mills
    Frederick Mills was a person significant enough in local or regional history that Mills County, Iowa, was named in his honor.
  • E. Frederick Elmes
    Frederick Elmes is an American cinematographer known for his distinctive collaborations with directors like David Lynch and Jim Jarmusch, contributing to the visual style of numerous influential independent films.
  • 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_69ca8395c438819087d7cb844ab5990c completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc667470308190a75ba63de803e3a2 completed April 1, 2026, 12:27 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfba5e887c8190851f2fb533653c6e completed April 3, 2026, 1:02 p.m.
NEDg Description generation batch_69cfbab0b0048190a0ad002787dddffa completed April 3, 2026, 1:03 p.m.
NED2 Entity disambiguation (via description) batch_69cfbb4f1f6881908ec9e419d175d044 completed April 3, 2026, 1:06 p.m.
Created at: March 30, 2026, 6:57 p.m.