Triple

T7986153
Position Surface form Disambiguated ID Type / Status
Subject Kelis Was Here E185685 entity
Predicate hasPart P35 FINISHED
Object Fuck Them Bitches
"Fuck Them Bitches" is a track by American singer Kelis from her 2006 album *Kelis Was Here*, showcasing her bold, confrontational R&B/hip-hop style.
 E702656 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: Fuck Them Bitches | Statement: [Kelis Was Here, hasPart, Fuck Them Bitches]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Fuck Them Bitches
Context triple: [Kelis Was Here, hasPart, Fuck Them Bitches]
  • A. Shut Up Bitch
    "Shut Up Bitch" is a song featured as a single from the album *The Naked Truth* by American rapper Lil' Kim.
  • B. Back Off Bitch
    "Back Off Bitch" is a hard rock song by Guns N' Roses known for its aggressive lyrics and classic bluesy rock sound.
  • C. Bad Ass Bitches
    "Bad Ass Bitches" is a hip hop track by BODR known for its bold, assertive lyrics and high-energy style.
  • D. 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.
  • 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.
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: Fuck Them Bitches
Triple: [Kelis Was Here, hasPart, Fuck Them Bitches]
Generated description
"Fuck Them Bitches" is a track by American singer Kelis from her 2006 album *Kelis Was Here*, showcasing her bold, confrontational R&B/hip-hop style.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Fuck Them Bitches
Target entity description: "Fuck Them Bitches" is a track by American singer Kelis from her 2006 album *Kelis Was Here*, showcasing her bold, confrontational R&B/hip-hop style.
  • A. Shut Up Bitch
    "Shut Up Bitch" is a song featured as a single from the album *The Naked Truth* by American rapper Lil' Kim.
  • B. Back Off Bitch
    "Back Off Bitch" is a hard rock song by Guns N' Roses known for its aggressive lyrics and classic bluesy rock sound.
  • C. Bad Ass Bitches
    "Bad Ass Bitches" is a hip hop track by BODR known for its bold, assertive lyrics and high-energy style.
  • D. 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.
  • 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 (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_69ca829a2cfc819083d591d58ec04075 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb3c4b87e48190a797f5363c8f0a04 completed March 31, 2026, 3:15 a.m.
NED1 Entity disambiguation (via context triple) batch_69cbe0e6f3c48190a0132fa90eec6420 completed March 31, 2026, 2:57 p.m.
NEDg Description generation batch_69cbe43f883081908768a7314409b622 completed March 31, 2026, 3:11 p.m.
NED2 Entity disambiguation (via description) batch_69cc34c6cf6881909b28a0b6882b518d completed March 31, 2026, 8:55 p.m.
Created at: March 30, 2026, 5:15 p.m.