Triple

T8890348
Position Surface form Disambiguated ID Type / Status
Subject Britney: Piece of Me E211645 entity
Predicate hasSetlist P33226 FINISHED
Object Work Bitch
"Work Bitch" is a high-energy EDM-influenced dance-pop single by Britney Spears known for its motivational, tough-love lyrics and club-ready production.
E763738 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: Work Bitch | Statement: [Britney: Piece of Me, hasSetlist, Work Bitch]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Work Bitch
Context triple: [Britney: Piece of Me, hasSetlist, Work Bitch]
  • A. Boss Bitch
    "Boss Bitch" is a high-energy hip hop/pop-rap song by Doja Cat known for its assertive lyrics and inclusion on the "Birds of Prey" film soundtrack.
  • B. The Bitch
    "The Bitch" is a 1979 British erotic thriller film based on Jackie Collins' novel, following a glamorous nightclub owner entangled in high-stakes crime, sex, and betrayal in London's disco era.
  • C. Bitch
    "Bitch" is a hard-driving rock song by The Rolling Stones, known for its brassy horn section and gritty, riff-heavy sound from their early 1970s period.
  • D. Move Bitch
    "Move Bitch" is a high-energy hip hop single by Ludacris featuring Mystikal and I-20, known for its aggressive lyrics and popularity in early 2000s rap.
  • E. Life's a Bitch
    "Life's a Bitch" is a reflective, jazz-infused hip-hop track by AZ (featuring Nas) that is widely regarded as one of the standout songs on Nas's classic 1994 album *Illmatic*.
  • 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: Work Bitch
Triple: [Britney: Piece of Me, hasSetlist, Work Bitch]
Generated description
"Work Bitch" is a high-energy EDM-influenced dance-pop single by Britney Spears known for its motivational, tough-love lyrics and club-ready production.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Work Bitch
Target entity description: "Work Bitch" is a high-energy EDM-influenced dance-pop single by Britney Spears known for its motivational, tough-love lyrics and club-ready production.
  • A. Boss Bitch
    "Boss Bitch" is a high-energy hip hop/pop-rap song by Doja Cat known for its assertive lyrics and inclusion on the "Birds of Prey" film soundtrack.
  • B. The Bitch
    "The Bitch" is a 1979 British erotic thriller film based on Jackie Collins' novel, following a glamorous nightclub owner entangled in high-stakes crime, sex, and betrayal in London's disco era.
  • C. Bitch
    "Bitch" is a hard-driving rock song by The Rolling Stones, known for its brassy horn section and gritty, riff-heavy sound from their early 1970s period.
  • D. Move Bitch
    "Move Bitch" is a high-energy hip hop single by Ludacris featuring Mystikal and I-20, known for its aggressive lyrics and popularity in early 2000s rap.
  • E. Life's a Bitch
    "Life's a Bitch" is a reflective, jazz-infused hip-hop track by AZ (featuring Nas) that is widely regarded as one of the standout songs on Nas's classic 1994 album *Illmatic*.
  • 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_69ca83907954819096d52a245b635841 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc619188508190aacda410f0b4c98d completed April 1, 2026, 12:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfabf01d048190bed52b5b001d7ffa completed April 3, 2026, noon
NEDg Description generation batch_69cfac9d65ac8190a8234e9999d14ec1 completed April 3, 2026, 12:03 p.m.
NED2 Entity disambiguation (via description) batch_69cfad0a02888190a960e7b551ca2534 completed April 3, 2026, 12:05 p.m.
Created at: March 30, 2026, 6:53 p.m.