Triple

T5641299
Position Surface form Disambiguated ID Type / Status
Subject Janine "Smurf" Cody E124271 entity
Predicate createdBy P806 FINISHED
Object Jonathan Lisco (TV adaptation developer)
Jonathan Lisco is an American television writer, producer, and showrunner best known for developing the TV adaptation of the crime drama series "Animal Kingdom."
E536540 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 Lisco (TV adaptation developer) | Statement: [Janine "Smurf" Cody, createdBy, Jonathan Lisco (TV adaptation developer)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Jonathan Lisco (TV adaptation developer)
Context triple: [Janine "Smurf" Cody, createdBy, Jonathan Lisco (TV adaptation developer)]
  • A. Paul Benioff
    Paul Benioff is an American physicist known as a pioneer of quantum computing, having formulated one of the first theoretical models of a quantum mechanical Turing machine.
  • B. Damon Lindelof
    Damon Lindelof is an American screenwriter and producer best known as the co-creator of the television series "Lost" and for his work on major science fiction and genre films and shows.
  • C. Anthony E. Zuiker
    Anthony E. Zuiker is an American television producer and writer best known for originating the CSI franchise, one of the most successful crime drama series in TV history.
  • D. Jason Katims
    Jason Katims is an American television writer, producer, and showrunner best known for creating character-driven dramas such as "Parenthood" and "Friday Night Lights."
  • E. Ira Steven Behr
    Ira Steven Behr is an American television producer and writer best known for his work as showrunner on Star Trek: Deep Space Nine and contributions to other genre series.
  • 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 Lisco (TV adaptation developer)
Triple: [Janine "Smurf" Cody, createdBy, Jonathan Lisco (TV adaptation developer)]
Generated description
Jonathan Lisco is an American television writer, producer, and showrunner best known for developing the TV adaptation of the crime drama series "Animal Kingdom."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Jonathan Lisco (TV adaptation developer)
Target entity description: Jonathan Lisco is an American television writer, producer, and showrunner best known for developing the TV adaptation of the crime drama series "Animal Kingdom."
  • A. Paul Benioff
    Paul Benioff is an American physicist known as a pioneer of quantum computing, having formulated one of the first theoretical models of a quantum mechanical Turing machine.
  • B. Damon Lindelof
    Damon Lindelof is an American screenwriter and producer best known as the co-creator of the television series "Lost" and for his work on major science fiction and genre films and shows.
  • C. Anthony E. Zuiker
    Anthony E. Zuiker is an American television producer and writer best known for originating the CSI franchise, one of the most successful crime drama series in TV history.
  • D. Jason Katims
    Jason Katims is an American television writer, producer, and showrunner best known for creating character-driven dramas such as "Parenthood" and "Friday Night Lights."
  • E. Ira Steven Behr
    Ira Steven Behr is an American television producer and writer best known for his work as showrunner on Star Trek: Deep Space Nine and contributions to other genre series.
  • 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_69c00824643c81909ffdb888a2d35189 completed March 22, 2026, 3:17 p.m.
NER Named-entity recognition batch_69c02286a14481908703ec1741343b76 completed March 22, 2026, 5:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69c04d780e988190af0efdc6cc17b72e completed March 22, 2026, 8:13 p.m.
NEDg Description generation batch_69c04e8b548c81908adaf54bbe25af35 completed March 22, 2026, 8:18 p.m.
NED2 Entity disambiguation (via description) batch_69c04f4c1e34819093e60870c87c8d99 completed March 22, 2026, 8:21 p.m.
Created at: March 22, 2026, 3:41 p.m.