Triple

T22190683
Position Surface form Disambiguated ID Type / Status
Subject Thugnificent E548412 entity
Predicate appearsInEpisode P795 FINISHED
Object Bitches to Rags — NE NERFINISHED

How this triple was built (3 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: Bitches to Rags | Statement: [Thugnificent, appearsInEpisode, Bitches to Rags]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bitches to Rags
Context triple: [Thugnificent, appearsInEpisode, Bitches to Rags]
  • A. 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.
  • B. Bitch Up
    "Bitch Up" is a track by the British electronic group Size 9, best known today as a sampled source in The Prodigy's controversial song "Smack My Bitch Up."
  • C. Greedy Bitches
    "Greedy Bitches" is a song featured on the album *More Fish* by rapper Ghostface Killah.
  • D. The Bitch Came Back
    "The Bitch Came Back" is a rock song by Canadian band Theory of a Deadman, known for its tongue-in-cheek lyrics and catchy, hard-rock style.
  • E. Same Bitches
    "Same Bitches" is a hip-hop-influenced track by Post Malone featuring G-Eazy and YG from his album *Beerbongs & Bentleys*.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bitches to Rags
Target entity description: "Bitches to Rags" is an episode of the animated television series The Boondocks that focuses on the character Thugnificent’s fall from fame and financial ruin.
  • A. 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.
  • B. Bitch Up
    "Bitch Up" is a track by the British electronic group Size 9, best known today as a sampled source in The Prodigy's controversial song "Smack My Bitch Up."
  • C. Greedy Bitches
    "Greedy Bitches" is a song featured on the album *More Fish* by rapper Ghostface Killah.
  • D. The Bitch Came Back
    "The Bitch Came Back" is a rock song by Canadian band Theory of a Deadman, known for its tongue-in-cheek lyrics and catchy, hard-rock style.
  • E. Same Bitches
    "Same Bitches" is a hip-hop-influenced track by Post Malone featuring G-Eazy and YG from his album *Beerbongs & Bentleys*.
  • F. None of above. chosen

Provenance (2 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_69e11e3e0c7c8190b30d278845e2497e completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f12ae3e8148190a23decd2dfe24e28 completed April 28, 2026, 9:47 p.m.
Created at: April 16, 2026, 8:35 p.m.