Triple

T1221135
Position Surface form Disambiguated ID Type / Status
Subject Swizz Beatz E26223 entity
Predicate notableWork P4 FINISHED
Object Good Times
Good Times is a hip hop track by producer and rapper Swizz Beatz, recognized for its energetic beat and club-oriented sound.
E139455 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: Good Times | Statement: [Swizz Beatz, notableWork, Good Times]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Good Times
Context triple: [Swizz Beatz, notableWork, Good Times]
  • A. Good Times
    Good Times is a 1970s American sitcom that follows the struggles and resilience of a Black family living in a Chicago housing project, known for its social commentary and memorable characters.
  • B. Happy Days
    "Happy Days" is a darkly comic existential play by Samuel Beckett that portrays a woman buried increasingly in the ground as she clings to routine and optimism amid encroaching despair.
  • C. Happy Days
    Happy Days is a popular American sitcom from the 1970s and 1980s that nostalgically portrays life in the 1950s and 1960s through the Cunningham family and the iconic character Fonzie.
  • D. The Blues Brothers
    The Blues Brothers is a comedy-blues musical act and film duo created by Dan Aykroyd and John Belushi, featuring their iconic black suits, fedoras, and soulful performances.
  • E. American Soul
    "American Soul" is a politically charged rock song by U2 from their album *Songs of Experience*, reflecting themes of American identity and social unrest.
  • 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: Good Times
Triple: [Swizz Beatz, notableWork, Good Times]
Generated description
Good Times is a hip hop track by producer and rapper Swizz Beatz, recognized for its energetic beat and club-oriented sound.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Good Times
Target entity description: Good Times is a hip hop track by producer and rapper Swizz Beatz, recognized for its energetic beat and club-oriented sound.
  • A. Good Times
    Good Times is a 1970s American sitcom that follows the struggles and resilience of a Black family living in a Chicago housing project, known for its social commentary and memorable characters.
  • B. Happy Days
    "Happy Days" is a darkly comic existential play by Samuel Beckett that portrays a woman buried increasingly in the ground as she clings to routine and optimism amid encroaching despair.
  • C. Happy Days
    Happy Days is a popular American sitcom from the 1970s and 1980s that nostalgically portrays life in the 1950s and 1960s through the Cunningham family and the iconic character Fonzie.
  • D. The Blues Brothers
    The Blues Brothers is a comedy-blues musical act and film duo created by Dan Aykroyd and John Belushi, featuring their iconic black suits, fedoras, and soulful performances.
  • E. American Soul
    "American Soul" is a politically charged rock song by U2 from their album *Songs of Experience*, reflecting themes of American identity and social unrest.
  • 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_69a49484688c8190a1bf285eb396a8b6 completed March 1, 2026, 7:33 p.m.
NER Named-entity recognition batch_69a4be206c108190bb8a5d44fc516c98 completed March 1, 2026, 10:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac832508c881908ea01e0b7c7e53eb completed March 7, 2026, 7:57 p.m.
NEDg Description generation batch_69ac83e914b88190b689995a3c38d6cf completed March 7, 2026, 8 p.m.
NED2 Entity disambiguation (via description) batch_69ac8461940c819088359a448171455e completed March 7, 2026, 8:02 p.m.
Created at: March 1, 2026, 7:47 p.m.