Triple

T22608077
Position Surface form Disambiguated ID Type / Status
Subject Drive Me Crazy E566618 entity
Predicate director P255 FINISHED
Object John Schultz
John Schultz is an American film director and screenwriter known for helming teen and family-oriented movies in Hollywood.
 E1550985 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: John Schultz | Statement: [Drive Me Crazy, director, John Schultz]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John Schultz
Context triple: [Drive Me Crazy, director, John Schultz]
  • A. William Schultz
    William Schultz is a relatively common personal name shared by multiple individuals across various professions and public roles.
  • B. John Jude Schultz
    John Jude Schultz is a television producer best known for his executive production work on the late-night talk show "Watch What Happens Live with Andy Cohen."
  • C. David William Schultz
    David William Schultz was a celebrated American freestyle wrestler and Olympic gold medalist renowned for his technical skill and later tragically murdered by John du Pont.
  • D. Dale Schultz
    Dale Schultz is an American Republican politician who served for many years in the Wisconsin State Legislature, including as Majority Leader of the State Senate.
  • E. Jim Schoenecker
    Jim Schoenecker is a musician best known for his past role in the experimental indie rock band Collections of Colonies of Bees.
  • 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: John Schultz
Triple: [Drive Me Crazy, director, John Schultz]
Generated description
John Schultz is an American film director and screenwriter known for helming teen and family-oriented movies in Hollywood.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: John Schultz
Target entity description: John Schultz is an American film director and screenwriter known for helming teen and family-oriented movies in Hollywood.
  • A. William Schultz
    William Schultz is a relatively common personal name shared by multiple individuals across various professions and public roles.
  • B. John Jude Schultz
    John Jude Schultz is a television producer best known for his executive production work on the late-night talk show "Watch What Happens Live with Andy Cohen."
  • C. David William Schultz
    David William Schultz was a celebrated American freestyle wrestler and Olympic gold medalist renowned for his technical skill and later tragically murdered by John du Pont.
  • D. Dale Schultz
    Dale Schultz is an American Republican politician who served for many years in the Wisconsin State Legislature, including as Majority Leader of the State Senate.
  • E. Jim Schoenecker
    Jim Schoenecker is a contributor to the Unmap project, likely involved in its development or creative work.
  • 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_69e245884860819081046ce07d5872c4 completed April 17, 2026, 2:36 p.m.
NER Named-entity recognition batch_69f167e86794819097e9c1ea83db52e6 completed April 29, 2026, 2:07 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b7ec055a08190b16ae6287110ca19 completed May 18, 2026, 9:04 p.m.
NEDg Description generation batch_6a0b834f488c8190bee40bd1caea0e40 completed May 18, 2026, 9:23 p.m.
NED2 Entity disambiguation (via description) batch_6a0b8717b65c819089d29c1802d1ed55 completed May 18, 2026, 9:39 p.m.
Created at: April 17, 2026, 2:55 p.m.