Triple

T3843342
Position Surface form Disambiguated ID Type / Status
Subject Dennis Franz E93505 entity
Predicate workedWith P398 FINISHED
Object David Milch
David Milch is an American television writer and producer best known for creating acclaimed series such as NYPD Blue and Deadwood.
 E392427 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: David Milch | Statement: [Dennis Franz, workedWith, David Milch]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: David Milch
Context triple: [Dennis Franz, workedWith, David Milch]
  • A. Terence Winter
    Terence Winter is an American screenwriter and producer best known for his work on acclaimed television dramas such as The Sopranos and Boardwalk Empire.
  • B. David E. Kelley
    David E. Kelley is an American television writer and producer known for creating and producing acclaimed legal and drama series such as Ally McBeal, The Practice, and Big Little Lies.
  • C. Alan Ball
    Alan Ball is an American screenwriter, director, and producer best known for creating the television series "Six Feet Under" and "True Blood" and for writing the Oscar-winning film "American Beauty."
  • 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. Sam Esmail
    Sam Esmail is an American screenwriter, director, and producer best known as the creator of the television series "Mr. Robot" and for his work on various high-profile film and TV projects.
  • 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: David Milch
Triple: [Dennis Franz, workedWith, David Milch]
Generated description
David Milch is an American television writer and producer best known for creating acclaimed series such as NYPD Blue and Deadwood.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: David Milch
Target entity description: David Milch is an American television writer and producer best known for creating acclaimed series such as NYPD Blue and Deadwood.
  • A. Terence Winter
    Terence Winter is an American screenwriter and producer best known for his work on acclaimed television dramas such as The Sopranos and Boardwalk Empire.
  • B. David E. Kelley
    David E. Kelley is an American television writer and producer known for creating and producing acclaimed legal and drama series such as Ally McBeal, The Practice, and Big Little Lies.
  • C. Alan Ball
    Alan Ball is an American screenwriter, director, and producer best known for creating the television series "Six Feet Under" and "True Blood" and for writing the Oscar-winning film "American Beauty."
  • 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. Sam Esmail
    Sam Esmail is an American screenwriter, director, and producer best known as the creator of the television series "Mr. Robot" and for his work on various high-profile film and TV projects.
  • 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_69aed96ce578819084ab16e3439976c9 completed March 9, 2026, 2:30 p.m.
NER Named-entity recognition batch_69aeebb4fd308190a636ba9dbbe57ed6 completed March 9, 2026, 3:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5040f93948190b104cf1b7db671b7 completed March 14, 2026, 6:45 a.m.
NEDg Description generation batch_69b504c46dcc8190a9775c39e5c734a9 completed March 14, 2026, 6:48 a.m.
NED2 Entity disambiguation (via description) batch_69b505742830819093a861bde17c03c0 completed March 14, 2026, 6:51 a.m.
Created at: March 9, 2026, 3:18 p.m.