Triple

T13002586
Position Surface form Disambiguated ID Type / Status
Subject Watch What Happens Live with Andy Cohen E322204 entity
Predicate executiveProducer P7225 FINISHED
Object 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."
E1018158 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 Jude Schultz | Statement: [Watch What Happens Live with Andy Cohen, executiveProducer, John Jude Schultz]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: John Jude Schultz
Context triple: [Watch What Happens Live with Andy Cohen, executiveProducer, John Jude Schultz]
  • A. 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.
  • B. William Schultz
    William Schultz is a relatively common personal name shared by multiple individuals across various professions and public roles.
  • C. Kevin M. Schultz
    Kevin M. Schultz is an American historian and author known for his work on modern American history, religion, and pluralism, and for writing widely used college history textbooks.
  • D. Al Schultz
    Al Schultz is a notable individual who shares the surname Schultz and has achieved enough recognition to be specifically distinguished by name.
  • E. Richard Schultz
    Richard Schultz is an American attorney best known for serving as a federal prosecutor in the high-profile Chicago Eight conspiracy trial arising from protests at the 1968 Democratic National Convention.
  • 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 Jude Schultz
Triple: [Watch What Happens Live with Andy Cohen, executiveProducer, John Jude Schultz]
Generated description
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."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: John Jude Schultz
Target entity description: 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."
  • A. 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.
  • B. William Schultz
    William Schultz is a relatively common personal name shared by multiple individuals across various professions and public roles.
  • C. Kevin M. Schultz
    Kevin M. Schultz is an American historian and author known for his work on modern American history, religion, and pluralism, and for writing widely used college history textbooks.
  • D. Al Schultz
    Al Schultz is a notable individual who shares the surname Schultz and has achieved enough recognition to be specifically distinguished by name.
  • E. Richard Schultz
    Richard Schultz is an American attorney best known for serving as a federal prosecutor in the high-profile Chicago Eight conspiracy trial arising from protests at the 1968 Democratic National Convention.
  • 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_69d807657e8c8190bd9435ee2f823845 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d97e9828748190b2ad9ea29180b7d3 completed April 10, 2026, 10:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6cbc5c9a88190b70bda472bf3b062 completed May 3, 2026, 4:15 a.m.
NEDg Description generation batch_69f6cd706f548190af79efa973434af9 completed May 3, 2026, 4:22 a.m.
NED2 Entity disambiguation (via description) batch_69f6ce23ca208190960409130c4c52a9 completed May 3, 2026, 4:25 a.m.
Created at: April 9, 2026, 8:47 p.m.