Triple

T7560448
Position Surface form Disambiguated ID Type / Status
Subject Castle E178779 entity
Predicate executiveProducer P7225 FINISHED
Object Barry Schindel
Barry Schindel is a television producer and writer known for his work on crime and drama series, including serving as an executive producer on the show "Castle."
 E676648 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: Barry Schindel | Statement: [Castle, executiveProducer, Barry Schindel]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Barry Schindel
Context triple: [Castle, executiveProducer, Barry Schindel]
  • A. Joseph Markovitch
    Joseph Markovitch was the father of French photographer and painter Dora Maar, a key figure in the Surrealist movement and companion of Pablo Picasso.
  • B. David Winkler
    David Winkler is an American film producer known for his work on major Hollywood movies, including entries in the Rocky/Creed franchise.
  • C. Sam Denoff
    Sam Denoff was an American television writer and producer best known for his influential work on classic sitcoms such as "The Dick Van Dyke Show" and "That Girl."
  • D. Arye Gross
    Arye Gross is an American actor known for his work in film, television, and theater, including roles in projects like the film "For the Boys" and the TV series "Ellen."
  • E. Paul Margulies
    Paul Margulies was an American advertising executive and writer, best known as the father of actress Julianna Margulies.
  • 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: Barry Schindel
Triple: [Castle, executiveProducer, Barry Schindel]
Generated description
Barry Schindel is a television producer and writer known for his work on crime and drama series, including serving as an executive producer on the show "Castle."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Barry Schindel
Target entity description: Barry Schindel is a television producer and writer known for his work on crime and drama series, including serving as an executive producer on the show "Castle."
  • A. Joseph Markovitch
    Joseph Markovitch was the father of French photographer and painter Dora Maar, a key figure in the Surrealist movement and companion of Pablo Picasso.
  • B. David Winkler
    David Winkler is an American film producer known for his work on major Hollywood movies, including entries in the Rocky/Creed franchise.
  • C. Sam Denoff
    Sam Denoff was an American television writer and producer best known for his influential work on classic sitcoms such as "The Dick Van Dyke Show" and "That Girl."
  • D. Arye Gross
    Arye Gross is an American actor known for his work in film, television, and theater, including roles in projects like the film "For the Boys" and the TV series "Ellen."
  • E. Paul Margulies
    Paul Margulies was an American advertising executive and writer, best known as the father of actress Julianna Margulies.
  • 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_69c69f2f80288190b95cceb4da92ab2b completed March 27, 2026, 3:15 p.m.
NER Named-entity recognition batch_69c6f8dd96488190b4cca25ae8f7f95c completed March 27, 2026, 9:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8683978b48190971b4c38fd83d3cc completed March 28, 2026, 11:46 p.m.
NEDg Description generation batch_69c869588d008190adc28df91a99f09f completed March 28, 2026, 11:50 p.m.
NED2 Entity disambiguation (via description) batch_69c86a1f1bfc8190b25597a030613e08 completed March 28, 2026, 11:54 p.m.
Created at: March 27, 2026, 3:50 p.m.