Triple

T12224923
Position Surface form Disambiguated ID Type / Status
Subject Kelly's Heroes E291323 entity
Predicate castMember P1668 FINISHED
Object David Hurst
David Hurst was a German-born British character actor known for his supporting roles in mid-20th-century films and television, often portraying eccentric or comedic figures.
 E1001434 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 Hurst | Statement: [Kelly's Heroes, castMember, David Hurst]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: David Hurst
Context triple: [Kelly's Heroes, castMember, David Hurst]
  • A. Dan Hayhurst
    Dan Hayhurst is a Canadian contractor and bodyguard known for his brief marriage to actress and model Pamela Anderson.
  • B. Alex Hurst
    Alex Hurst is a central character in the horror film "Don't Be Afraid of the Dark," serving as the father whose young daughter encounters malevolent creatures in their new home.
  • C. Jeffrey Stott
    Jeffrey Stott is a film producer best known for his work on the political comedy film "The American President."
  • D. David Horsey
    David Horsey is an American political cartoonist and commentator renowned for his incisive editorial cartoons and multiple Pulitzer Prize-winning work.
  • E. Timothy Drury
    Timothy Drury is an American keyboardist, guitarist, and songwriter best known for his work with rock bands such as the Eagles and Whitesnake.
  • 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 Hurst
Triple: [Kelly's Heroes, castMember, David Hurst]
Generated description
David Hurst was a German-born British character actor known for his supporting roles in mid-20th-century films and television, often portraying eccentric or comedic figures.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: David Hurst
Target entity description: David Hurst was a German-born British character actor known for his supporting roles in mid-20th-century films and television, often portraying eccentric or comedic figures.
  • A. Dan Hayhurst
    Dan Hayhurst is a Canadian contractor and bodyguard known for his brief marriage to actress and model Pamela Anderson.
  • B. Alex Hurst
    Alex Hurst is a central character in the horror film "Don't Be Afraid of the Dark," serving as the father whose young daughter encounters malevolent creatures in their new home.
  • C. Jeffrey Stott
    Jeffrey Stott is a film producer best known for his work on the political comedy film "The American President."
  • D. David Horsey
    David Horsey is an American political cartoonist and commentator renowned for his incisive editorial cartoons and multiple Pulitzer Prize-winning work.
  • E. Timothy Drury
    Timothy Drury is an American keyboardist, guitarist, and songwriter best known for his work with rock bands such as the Eagles and Whitesnake.
  • 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_69d6ab668acc8190963ba424049d6aee completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d91ca11f788190bad2efb6c83ffccb completed April 10, 2026, 3:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69f684cc45b48190a388b38ef301c2f8 completed May 2, 2026, 11:12 p.m.
NEDg Description generation batch_69f685dac5cc8190b4bc2d81186c9266 completed May 2, 2026, 11:16 p.m.
NED2 Entity disambiguation (via description) batch_69f6869156048190b548ecd04561deb8 completed May 2, 2026, 11:19 p.m.
Created at: April 8, 2026, 9:51 p.m.