Triple

T5589140
Position Surface form Disambiguated ID Type / Status
Subject Yes, Dear E146831 entity
Predicate mainCharacter P1183 FINISHED
Object Jimmy Hughes
Jimmy Hughes is a central character on the sitcom "Yes, Dear," portrayed as a well-meaning but often overwhelmed young father and husband navigating everyday family chaos.
E548886 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: Jimmy Hughes | Statement: [Yes, Dear, mainCharacter, Jimmy Hughes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Jimmy Hughes
Context triple: [Yes, Dear, mainCharacter, Jimmy Hughes]
  • A. Eric Hughes
    Eric Hughes is a mathematician, programmer, and privacy advocate best known as a co-founder of the cypherpunk movement and author of "A Cypherpunk's Manifesto."
  • B. Matt Hughes
    Matt Hughes is a retired American mixed martial artist widely regarded as one of the greatest welterweights in UFC history, known for his dominant wrestling and multiple championship reigns.
  • C. Pat Hughes
    Pat Hughes is a longtime American sportscaster best known as the radio play-by-play voice of Major League Baseball’s Chicago Cubs.
  • D. Nicholas Hughes
    Nicholas Hughes was the son of poets Sylvia Plath and Ted Hughes, who became a respected fisheries biologist before his tragic death in 2009.
  • E. Bo Henderson
    Bo Henderson is an American R&B and soul singer best known for his tenure as a lead vocalist with the legendary Motown group The Temptations in the 1990s.
  • 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: Jimmy Hughes
Triple: [Yes, Dear, mainCharacter, Jimmy Hughes]
Generated description
Jimmy Hughes is a central character on the sitcom "Yes, Dear," portrayed as a well-meaning but often overwhelmed young father and husband navigating everyday family chaos.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Jimmy Hughes
Target entity description: Jimmy Hughes is a central character on the sitcom "Yes, Dear," portrayed as a well-meaning but often overwhelmed young father and husband navigating everyday family chaos.
  • A. Eric Hughes
    Eric Hughes is a mathematician, programmer, and privacy advocate best known as a co-founder of the cypherpunk movement and author of "A Cypherpunk's Manifesto."
  • B. Matt Hughes
    Matt Hughes is a retired American mixed martial artist widely regarded as one of the greatest welterweights in UFC history, known for his dominant wrestling and multiple championship reigns.
  • C. Pat Hughes
    Pat Hughes is a longtime American sportscaster best known as the radio play-by-play voice of Major League Baseball’s Chicago Cubs.
  • D. Nicholas Hughes
    Nicholas Hughes was the son of poets Sylvia Plath and Ted Hughes, who became a respected fisheries biologist before his tragic death in 2009.
  • E. Bo Henderson
    Bo Henderson is an American R&B and soul singer best known for his tenure as a lead vocalist with the legendary Motown group The Temptations in the 1990s.
  • 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_69c009036c408190981a8d690b679b67 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c0209ff5d88190843b6d134390ab71 completed March 22, 2026, 5:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69c097c480cc8190a42001a4c0b065a2 completed March 23, 2026, 1:30 a.m.
NEDg Description generation batch_69c098d889e08190adbd12504a7f3fa1 completed March 23, 2026, 1:35 a.m.
NED2 Entity disambiguation (via description) batch_69c09990da18819099fdc8f25f2ddef2 completed March 23, 2026, 1:38 a.m.
Created at: March 22, 2026, 3:38 p.m.