Triple

T20387439
Position Surface form Disambiguated ID Type / Status
Subject Off Centre E497994 entity
Predicate createdBy P806 FINISHED
Object Danny Zuker
Danny Zuker is an American television writer and producer best known for his work on the hit sitcom "Modern Family."
 E1427545 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: Danny Zuker | Statement: [Off Centre, createdBy, Danny Zuker]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Danny Zuker
Context triple: [Off Centre, createdBy, Danny Zuker]
  • A. Michael Seitzman
    Michael Seitzman is an American screenwriter and producer known for his work on films such as "North Country" and for creating and producing several television series.
  • B. Richard Leibler
    Richard Leibler was an American mathematician and statistician best known for co-developing the Kullback–Leibler divergence, a fundamental concept in information theory and statistics.
  • C. Bud Yorkin
    Bud Yorkin was an American television producer and director best known for his influential work in 1970s sitcoms that helped redefine socially conscious TV comedy.
  • D. Martin Kierszenbaum
    Martin Kierszenbaum is a music executive, producer, and songwriter known for his work with major pop artists and for founding Cherrytree Records.
  • E. Daniel Licht
    Daniel Licht was an American composer best known for his dark, atmospheric scores for film and television, particularly the acclaimed crime drama series "Dexter."
  • 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: Danny Zuker
Triple: [Off Centre, createdBy, Danny Zuker]
Generated description
Danny Zuker is an American television writer and producer best known for his work on the hit sitcom "Modern Family."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Danny Zuker
Target entity description: Danny Zuker is an American television writer and producer best known for his work on the hit sitcom "Modern Family."
  • A. Michael Seitzman
    Michael Seitzman is an American screenwriter and producer known for his work on films such as "North Country" and for creating and producing several television series.
  • B. Richard Leibler
    Richard Leibler was an American mathematician and statistician best known for co-developing the Kullback–Leibler divergence, a fundamental concept in information theory and statistics.
  • C. Bud Yorkin
    Bud Yorkin was an American television producer and director best known for his influential work in 1970s sitcoms that helped redefine socially conscious TV comedy.
  • D. Martin Kierszenbaum
    Martin Kierszenbaum is a music executive, producer, and songwriter known for his work with major pop artists and for founding Cherrytree Records.
  • E. Daniel Licht
    Daniel Licht was an American composer best known for his dark, atmospheric scores for film and television, particularly the acclaimed crime drama series "Dexter."
  • 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_69e0b4a71ebc8190b153a36c738730f4 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6790c935881908f901d058e6a83a9 completed April 20, 2026, 7:05 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08761fdb8481908a4b9975c96aade9 completed May 16, 2026, 1:50 p.m.
NEDg Description generation batch_6a0876b11c248190aefac57c32293ff0 completed May 16, 2026, 1:52 p.m.
NED2 Entity disambiguation (via description) batch_6a08772501e08190b6c104b3270cf2da completed May 16, 2026, 1:54 p.m.
Created at: April 16, 2026, 11:28 a.m.