Triple

T13148183
Position Surface form Disambiguated ID Type / Status
Subject Zack and Miri Make a Porno E312393 entity
Predicate artDirectionBy P7743 FINISHED
Object Robert Holtzman
Robert Holtzman is a film art director known for his work on the comedy movie "Zack and Miri Make a Porno."
E1031462 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: Robert Holtzman | Statement: [Zack and Miri Make a Porno, artDirectionBy, Robert Holtzman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Robert Holtzman
Context triple: [Zack and Miri Make a Porno, artDirectionBy, Robert Holtzman]
  • A. Donald Saltzman
    Donald Saltzman is a television producer best known for his role in creating and developing the original 1964 TV series "The Addams Family."
  • B. James H. Scheuer
    James H. Scheuer was an American Democratic politician who represented New York in the U.S. House of Representatives for multiple terms in the mid-to-late 20th century.
  • C. Howard Gobioff
    Howard Gobioff was a computer scientist and early Google engineer best known as a co-author of the influential Google File System paper that helped shape modern distributed storage systems.
  • D. Bill Raisch
    Bill Raisch was an American character actor and dancer best known for playing the one-armed man in the television series "The Fugitive."
  • E. Glenn Fleshler
    Glenn Fleshler is an American character actor known for his intense and often menacing roles in film and television, including appearances in projects like "True Detective," "Billions," and "Joker."
  • 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: Robert Holtzman
Triple: [Zack and Miri Make a Porno, artDirectionBy, Robert Holtzman]
Generated description
Robert Holtzman is a film art director known for his work on the comedy movie "Zack and Miri Make a Porno."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Robert Holtzman
Target entity description: Robert Holtzman is a film art director known for his work on the comedy movie "Zack and Miri Make a Porno."
  • A. Donald Saltzman
    Donald Saltzman is a television producer best known for his role in creating and developing the original 1964 TV series "The Addams Family."
  • B. James H. Scheuer
    James H. Scheuer was an American Democratic politician who represented New York in the U.S. House of Representatives for multiple terms in the mid-to-late 20th century.
  • C. Howard Gobioff
    Howard Gobioff was a computer scientist and early Google engineer best known as a co-author of the influential Google File System paper that helped shape modern distributed storage systems.
  • D. Bill Raisch
    Bill Raisch was an American character actor and dancer best known for playing the one-armed man in the television series "The Fugitive."
  • E. Glenn Fleshler
    Glenn Fleshler is an American character actor known for his intense and often menacing roles in film and television, including appearances in projects like "True Detective," "Billions," and "Joker."
  • 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_69d806aabde48190899e13e41659cae5 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d98bd0f5b08190ab700c5de1c8e138 completed April 10, 2026, 11:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69f70a2894848190b5853127ef04932c completed May 3, 2026, 8:41 a.m.
NEDg Description generation batch_69f70aec0e4481909f6ea77136f2e970 completed May 3, 2026, 8:44 a.m.
NED2 Entity disambiguation (via description) batch_69f70bcb8b60819087afe37a3919d26b completed May 3, 2026, 8:48 a.m.
Created at: April 9, 2026, 9:10 p.m.