Triple

T5513935
Position Surface form Disambiguated ID Type / Status
Subject The Avengers E144635 entity
Predicate developer P73 FINISHED
Object Brian Clemens
Brian Clemens was a British screenwriter and producer best known for his influential work on stylish 1960s and 1970s television thrillers and action series.
 E529507 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: Brian Clemens | Statement: [The Avengers, developer, Brian Clemens]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Brian Clemens
Context triple: [The Avengers, developer, Brian Clemens]
  • A. Ted McCord
    Ted McCord was an American cinematographer known for his work on numerous classic Hollywood films, including the Oscar-nominated Johnny Belinda and The Sound of Music.
  • B. Brian Dutcher
    Brian Dutcher is an American college basketball coach best known for leading the San Diego State Aztecs to national prominence, including a run to the 2023 NCAA championship game.
  • C. John Davidson
    John Davidson is an American television personality, actor, and singer best known for hosting popular game shows and variety programs from the 1960s through the 1990s.
  • D. John Davidson
    John Davidson is a former NHL goaltender who became a prominent American hockey broadcaster and television analyst.
  • E. Bill Nunn
    Bill Nunn was an American character actor best known for his memorable supporting roles in films like "Do the Right Thing" and the "Spider-Man" trilogy.
  • 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: Brian Clemens
Triple: [The Avengers, developer, Brian Clemens]
Generated description
Brian Clemens was a British screenwriter and producer best known for his influential work on stylish 1960s and 1970s television thrillers and action series.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Brian Clemens
Target entity description: Brian Clemens was a British screenwriter and producer best known for his influential work on stylish 1960s and 1970s television thrillers and action series.
  • A. Ted McCord
    Ted McCord was an American cinematographer known for his work on numerous classic Hollywood films, including the Oscar-nominated Johnny Belinda and The Sound of Music.
  • B. Brian Dutcher
    Brian Dutcher is an American college basketball coach best known for leading the San Diego State Aztecs to national prominence, including a run to the 2023 NCAA championship game.
  • C. John Davidson
    John Davidson is an American television personality, actor, and singer best known for hosting popular game shows and variety programs from the 1960s through the 1990s.
  • D. John Davidson
    John Davidson is a former NHL goaltender who became a prominent American hockey broadcaster and television analyst.
  • E. Bill Nunn
    Bill Nunn was an American character actor best known for his memorable supporting roles in films like "Do the Right Thing" and the "Spider-Man" trilogy.
  • 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_69c008f77ff88190b0cd50ca207295d1 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c01f5b4e988190b590b4157cf089c1 completed March 22, 2026, 4:56 p.m.
NED1 Entity disambiguation (via context triple) batch_69c027d52b808190ada94893b043fb19 completed March 22, 2026, 5:33 p.m.
NEDg Description generation batch_69c03847b3348190be97b7c5795df368 completed March 22, 2026, 6:43 p.m.
NED2 Entity disambiguation (via description) batch_69c038e148a0819080a306307e60d437 completed March 22, 2026, 6:45 p.m.
Created at: March 22, 2026, 3:33 p.m.