Triple

T9969885
Position Surface form Disambiguated ID Type / Status
Subject Life in Pieces E196176 entity
Predicate featuresCharacter P626 FINISHED
Object Tim Hughes
Tim Hughes is a recurring character on the American sitcom "Life in Pieces," appearing in the show's ensemble of interconnected family stories.
E831774 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: Tim Hughes | Statement: [Life in Pieces, featuresCharacter, Tim Hughes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tim Hughes
Context triple: [Life in Pieces, featuresCharacter, Tim Hughes]
  • A. 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.
  • B. Timothy Hughes
    Timothy Hughes is a relatively common personal name that may refer to multiple individuals across different fields, including politics, religion, and the arts.
  • C. 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.
  • D. 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.
  • E. Brent Hughes
    Brent Hughes is a Canadian ice hockey executive and former player who has served in leadership roles such as general manager for minor professional teams like the Brampton Beast.
  • 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: Tim Hughes
Triple: [Life in Pieces, featuresCharacter, Tim Hughes]
Generated description
Tim Hughes is a recurring character on the American sitcom "Life in Pieces," appearing in the show's ensemble of interconnected family stories.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tim Hughes
Target entity description: Tim Hughes is a recurring character on the American sitcom "Life in Pieces," appearing in the show's ensemble of interconnected family stories.
  • A. 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.
  • B. Timothy Hughes
    Timothy Hughes is a relatively common personal name that may refer to multiple individuals across different fields, including politics, religion, and the arts.
  • C. 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.
  • D. 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.
  • E. Brent Hughes
    Brent Hughes is a Canadian ice hockey executive and former player who has served in leadership roles such as general manager for minor professional teams like the Brampton Beast.
  • 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_69ca82eea2b88190a0e511d21a31f386 completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cdb7b7ea9881908a56f11e2e446dd0 completed April 2, 2026, 12:26 a.m.
NED1 Entity disambiguation (via context triple) batch_69d23dca14d081909573e91a576921c9 completed April 5, 2026, 10:47 a.m.
NEDg Description generation batch_69d23f63a0d08190a3ace2e4bb58a9ac completed April 5, 2026, 10:54 a.m.
NED2 Entity disambiguation (via description) batch_69d23ff6fdc4819082d8d575a3901ea8 completed April 5, 2026, 10:56 a.m.
Created at: March 30, 2026, 8:48 p.m.