Triple

T13870902
Position Surface form Disambiguated ID Type / Status
Subject MacGyver E333446 entity
Predicate creator P184 FINISHED
Object Lee David Zlotoff
Lee David Zlotoff is an American television producer, writer, and director best known for creating the action-adventure series "MacGyver."
E1125399 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: Lee David Zlotoff | Statement: [MacGyver, creator, Lee David Zlotoff]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lee David Zlotoff
Context triple: [MacGyver, creator, Lee David Zlotoff]
  • A. Jim Zalesky
    Jim Zalesky is an American wrestling coach and former collegiate champion best known for leading the University of Iowa Hawkeyes wrestling program to multiple NCAA team titles in the 1990s and early 2000s.
  • B. Josh Kesselman
    Josh Kesselman is a film and television producer best known for his work as an executive producer on projects such as the series "The Great."
  • C. Sean Blumberg
    Sean Blumberg is a character portrayed by Greg Grunberg on the television series "Felicity," where he appears as one of the main character's close friends.
  • D. Steve Ostrow
    Steve Ostrow is an American impresario and nightclub owner best known for creating the influential gay bathhouse and entertainment venue the Continental Baths in New York City in the late 1960s.
  • E. Adam Siegel
    Adam Siegel is a film producer known for his work on action and genre movies, including the 2008 thriller "Wanted."
  • 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: Lee David Zlotoff
Triple: [MacGyver, creator, Lee David Zlotoff]
Generated description
Lee David Zlotoff is an American television producer, writer, and director best known for creating the action-adventure series "MacGyver."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lee David Zlotoff
Target entity description: Lee David Zlotoff is an American television producer, writer, and director best known for creating the action-adventure series "MacGyver."
  • A. Jim Zalesky
    Jim Zalesky is an American wrestling coach and former collegiate champion best known for leading the University of Iowa Hawkeyes wrestling program to multiple NCAA team titles in the 1990s and early 2000s.
  • B. Josh Kesselman
    Josh Kesselman is a film and television producer best known for his work as an executive producer on projects such as the series "The Great."
  • C. Sean Blumberg
    Sean Blumberg is a character portrayed by Greg Grunberg on the television series "Felicity," where he appears as one of the main character's close friends.
  • D. Steve Ostrow
    Steve Ostrow is an American impresario and nightclub owner best known for creating the influential gay bathhouse and entertainment venue the Continental Baths in New York City in the late 1960s.
  • E. Adam Siegel
    Adam Siegel is a film producer known for his work on action and genre movies, including the 2008 thriller "Wanted."
  • 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_69d81c5ced9c8190b0e9bcc6effe5959 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de05c638248190bbe5d19f7b88d0f9 completed April 14, 2026, 9:15 a.m.
NED1 Entity disambiguation (via context triple) batch_69fe6b38823881909c9df93371782b47 completed May 8, 2026, 11:01 p.m.
NEDg Description generation batch_69fe6d2b3d688190b8c004fae1127d59 completed May 8, 2026, 11:09 p.m.
NED2 Entity disambiguation (via description) batch_69fe6e0950e481909c63e47bc98267bf completed May 8, 2026, 11:13 p.m.
Created at: April 9, 2026, 10:14 p.m.