Triple

T22595960
Position Surface form Disambiguated ID Type / Status
Subject Repo Man E574681 entity
Predicate producer P490 FINISHED
Object Jonathan Wacks
Jonathan Wacks is a film and television producer and director best known for his work on cult and independent films such as "Repo Man."
E1545261 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: Jonathan Wacks | Statement: [Repo Man, producer, Jonathan Wacks]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Jonathan Wacks
Context triple: [Repo Man, producer, Jonathan Wacks]
  • A. Jonathan Wolff
    Jonathan Wolff is an American musician best known for composing and performing the iconic theme music and scores for the television sitcom Seinfeld.
  • B. Michele Giddens
    Michele Giddens is a leading impact investment professional and co-founder of Bridges Fund Management, recognized for her influential role in sustainable and responsible finance.
  • C. Nicolas Lash
    Nicolas Lash is a central character in the noir-horror comic series "Fatale," whose life becomes entangled with a mysterious, ageless femme fatale and a web of supernatural conspiracies.
  • D. Jamie Bartlett
    Jamie Bartlett was a South African actor best known for his powerful performances in television dramas and films, particularly in the crime and thriller genres.
  • E. Steven Lukes
    Steven Lukes is a British political and social theorist best known for his influential work on the concept of power and his book "Power: A Radical View."
  • 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: Jonathan Wacks
Triple: [Repo Man, producer, Jonathan Wacks]
Generated description
Jonathan Wacks is a film and television producer and director best known for his work on cult and independent films such as "Repo Man."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Jonathan Wacks
Target entity description: Jonathan Wacks is a film and television producer and director best known for his work on cult and independent films such as "Repo Man."
  • A. Jonathan Wolff
    Jonathan Wolff is an American musician best known for composing and performing the iconic theme music and scores for the television sitcom Seinfeld.
  • B. Michele Giddens
    Michele Giddens is a leading impact investment professional and co-founder of Bridges Fund Management, recognized for her influential role in sustainable and responsible finance.
  • C. Nicolas Lash
    Nicolas Lash is a central character in the noir-horror comic series "Fatale," whose life becomes entangled with a mysterious, ageless femme fatale and a web of supernatural conspiracies.
  • D. Jamie Bartlett
    Jamie Bartlett was a South African actor best known for his powerful performances in television dramas and films, particularly in the crime and thriller genres.
  • E. Steven Lukes
    Steven Lukes is a British political and social theorist best known for his influential work on the concept of power and his book "Power: A Radical View."
  • 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_69e245bc11308190b69d794d5d1e0bb6 completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f16268cb54819084a0f27ec0473f35 completed April 29, 2026, 1:44 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b3d61e0288190b644e5785f2379da completed May 18, 2026, 4:25 p.m.
NEDg Description generation batch_6a0b45be8b088190ad60342c64b4e064 completed May 18, 2026, 5 p.m.
NED2 Entity disambiguation (via description) batch_6a0b46369ac88190adc810e486f21604 completed May 18, 2026, 5:02 p.m.
Created at: April 17, 2026, 2:50 p.m.