Triple

T18177008
Position Surface form Disambiguated ID Type / Status
Subject Hot in Cleveland E435188 entity
Predicate executiveProducer P7225 FINISHED
Object Todd Milliner
Todd Milliner is an American television producer best known as the co-founder of Hazy Mills Productions and for producing popular comedy series such as "Hot in Cleveland."
 E1311660 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: Todd Milliner | Statement: [Hot in Cleveland, executiveProducer, Todd Milliner]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Todd Milliner
Context triple: [Hot in Cleveland, executiveProducer, Todd Milliner]
  • A. Gregg Millikan
    Gregg Millikan is a musician best known as a former member of the American rock band Story of the Year.
  • B. Kevin McClory
    Kevin McClory was an Irish screenwriter, producer, and director best known for his long-running legal battles and involvement in the creation and adaptation of the James Bond story "Thunderball."
  • C. Mike Talman
    Mike Talman is a con man who becomes entangled in a tense scheme involving a blind woman and hidden heroin in the thriller "Wait Until Dark."
  • D. Jim Mullen
    Jim Mullen is a Scottish jazz guitarist renowned for his soulful, groove-oriented playing and collaborations with leading British jazz and fusion artists.
  • E. Doug McMillan
    Doug McMillan is an American business executive best known as the president and chief executive officer of Walmart Inc.
  • 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: Todd Milliner
Triple: [Hot in Cleveland, executiveProducer, Todd Milliner]
Generated description
Todd Milliner is an American television producer best known as the co-founder of Hazy Mills Productions and for producing popular comedy series such as "Hot in Cleveland."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Todd Milliner
Target entity description: Todd Milliner is an American television producer best known as the co-founder of Hazy Mills Productions and for producing popular comedy series such as "Hot in Cleveland."
  • A. Gregg Millikan
    Gregg Millikan is a musician best known as a former member of the American rock band Story of the Year.
  • B. Kevin McClory
    Kevin McClory was an Irish screenwriter, producer, and director best known for his long-running legal battles and involvement in the creation and adaptation of the James Bond story "Thunderball."
  • C. Mike Talman
    Mike Talman is a con man who becomes entangled in a tense scheme involving a blind woman and hidden heroin in the thriller "Wait Until Dark."
  • D. Jim Mullen
    Jim Mullen is a Scottish jazz guitarist renowned for his soulful, groove-oriented playing and collaborations with leading British jazz and fusion artists.
  • E. Doug McMillan
    Doug McMillan is an American business executive best known as the president and chief executive officer of Walmart Inc.
  • 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_69d8b90c7ec081909b4694ccecb449c6 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4df5a72008190bd2e56205b995a87 completed April 19, 2026, 1:57 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0397fd8ab481909868d3600172b0e4 completed May 12, 2026, 9:13 p.m.
NEDg Description generation batch_6a0398fb7fb481908a32c56a798d81fd completed May 12, 2026, 9:17 p.m.
NED2 Entity disambiguation (via description) batch_6a039a2b85888190bbcae1ba9d8ba715 completed May 12, 2026, 9:22 p.m.
Created at: April 10, 2026, 10:31 a.m.