Triple

T3563938
Position Surface form Disambiguated ID Type / Status
Subject BODR E75399 entity
Predicate hasSingle P3282 FINISHED
Object Bad Ass Bitches
"Bad Ass Bitches" is a hip hop track by BODR known for its bold, assertive lyrics and high-energy style.
 E369284 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: Bad Ass Bitches | Statement: [BODR, hasSingle, Bad Ass Bitches]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bad Ass Bitches
Context triple: [BODR, hasSingle, Bad Ass Bitches]
  • A. What These Bitches Want
    "What These Bitches Want" is a 2000 hip-hop single by DMX featuring Sisqó, known for its candid storytelling about past relationships and its enduring popularity in his catalog.
  • B. That’s My Bitch
    “That’s My Bitch” is a hip-hop track by Jay-Z and Kanye West from their collaborative album *Watch the Throne*, known for its energetic production and commentary on race and beauty standards.
  • C. Same Bitches
    "Same Bitches" is a hip-hop-influenced track by Post Malone featuring G-Eazy and YG from his album *Beerbongs & Bentleys*.
  • D. Cold Bitch
    "Cold Bitch" is a lesser-known B-side track by Soundgarden, released alongside their single "Spoonman" during the mid-1990s grunge era.
  • E. Bobby Bitch
    "Bobby Bitch" is a 2014 hardcore hip-hop single by Brooklyn rapper Bobby Shmurda, known for its aggressive delivery and street-oriented lyrics.
  • 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: Bad Ass Bitches
Triple: [BODR, hasSingle, Bad Ass Bitches]
Generated description
"Bad Ass Bitches" is a hip hop track by BODR known for its bold, assertive lyrics and high-energy style.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bad Ass Bitches
Target entity description: "Bad Ass Bitches" is a hip hop track by BODR known for its bold, assertive lyrics and high-energy style.
  • A. What These Bitches Want
    "What These Bitches Want" is a 2000 hip-hop single by DMX featuring Sisqó, known for its candid storytelling about past relationships and its enduring popularity in his catalog.
  • B. That’s My Bitch
    “That’s My Bitch” is a hip-hop track by Jay-Z and Kanye West from their collaborative album *Watch the Throne*, known for its energetic production and commentary on race and beauty standards.
  • C. Same Bitches
    "Same Bitches" is a hip-hop-influenced track by Post Malone featuring G-Eazy and YG from his album *Beerbongs & Bentleys*.
  • D. Cold Bitch
    "Cold Bitch" is a lesser-known B-side track by Soundgarden, released alongside their single "Spoonman" during the mid-1990s grunge era.
  • E. Bobby Bitch
    "Bobby Bitch" is a 2014 hardcore hip-hop single by Brooklyn rapper Bobby Shmurda, known for its aggressive delivery and street-oriented lyrics.
  • 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_69ad85d512708190829c8b2d3a2ccfb8 completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc0a76c008190a2056b6d990776fe completed March 8, 2026, 6:32 p.m.
NED1 Entity disambiguation (via context triple) batch_69b3bba91d08819081a433c9f06a2c2b completed March 13, 2026, 7:24 a.m.
NEDg Description generation batch_69b3bda1e1ac819094ac613c0e55c048 completed March 13, 2026, 7:32 a.m.
NED2 Entity disambiguation (via description) batch_69b3f5adac0481908b9053585c317be0 completed March 13, 2026, 11:31 a.m.
Created at: March 8, 2026, 3:21 p.m.