Triple

T15354771
Position Surface form Disambiguated ID Type / Status
Subject Crazy Ex-Girlfriend E367143 entity
Predicate starring P1507 FINISHED
Object David Hull
David Hull is an American actor and singer best known for his role as White Josh on the television series "Crazy Ex-Girlfriend."
 E1219071 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 Hull | Statement: [Crazy Ex-Girlfriend, starring, David Hull]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: David Hull
Context triple: [Crazy Ex-Girlfriend, starring, David Hull]
  • A. David Hull
    David Hull is an American rock bassist best known for his work with The Joe Perry Project and as a touring and session musician with various prominent rock acts.
  • B. Neil M. Judd
    Neil M. Judd was an American archaeologist known for his pioneering early 20th-century excavations and research on Ancestral Puebloan sites in the American Southwest.
  • C. Michael Ashburner
    Michael Ashburner is a British biologist and geneticist renowned for his pioneering work on Drosophila genomics and for co-founding the Gene Ontology project.
  • D. Brian G. Hutton
    Brian G. Hutton was an American film director and actor best known for helming popular war and action films in the late 1960s and early 1970s.
  • E. David H. Holmes
    David H. Holmes is a composer and musician known for creating the musical score for the documentary film "The True Cost."
  • 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 Hull
Triple: [Crazy Ex-Girlfriend, starring, David Hull]
Generated description
David Hull is an American actor and singer best known for his role as White Josh on the television series "Crazy Ex-Girlfriend."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: David Hull
Target entity description: David Hull is an American actor and singer best known for his role as White Josh on the television series "Crazy Ex-Girlfriend."
  • A. David Hull
    David Hull is an American rock bassist best known for his work with The Joe Perry Project and as a touring and session musician with various prominent rock acts.
  • B. Neil M. Judd
    Neil M. Judd was an American archaeologist known for his pioneering early 20th-century excavations and research on Ancestral Puebloan sites in the American Southwest.
  • C. Michael Ashburner
    Michael Ashburner is a British biologist and geneticist renowned for his pioneering work on Drosophila genomics and for co-founding the Gene Ontology project.
  • D. Brian G. Hutton
    Brian G. Hutton was an American film director and actor best known for helming popular war and action films in the late 1960s and early 1970s.
  • E. David H. Holmes
    David H. Holmes is a composer and musician known for creating the musical score for the documentary film "The True Cost."
  • 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_69d85a1355608190a6673ddb67231d54 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e03e2a8e88819093e4b7479b2c80cd completed April 16, 2026, 1:40 a.m.
NED1 Entity disambiguation (via context triple) batch_6a00606823cc81908c461ef8764ebf41 completed May 10, 2026, 10:39 a.m.
NEDg Description generation batch_6a006467da5081908a7b5a8310f9d68f completed May 10, 2026, 10:56 a.m.
NED2 Entity disambiguation (via description) batch_6a0064f76df0819097d7da878e762348 completed May 10, 2026, 10:59 a.m.
Created at: April 10, 2026, 3:18 a.m.