Triple

T13743862
Position Surface form Disambiguated ID Type / Status
Subject Cody Chesnutt E330162 entity
Predicate notableWork P4 FINISHED
Object Bitch, I’m Broke
"Bitch, I’m Broke" is a soulful, lo-fi R&B song by American musician Cody Chesnutt, known for its raw, confessional lyrics and minimalist production.
E1059529 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: Bitch, I’m Broke | Statement: [Cody Chesnutt, notableWork, Bitch, I’m Broke]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bitch, I’m Broke
Context triple: [Cody Chesnutt, notableWork, Bitch, I’m Broke]
  • 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. Me & My Bitch
    "Me & My Bitch" is a track by The Notorious B.I.G. from his landmark 1994 debut album "Ready to Die," known for its raw storytelling about love, loyalty, and loss.
  • C. 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.
  • 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. Bitch
    "Bitch" is a 1997 pop-rock song by Meredith Brooks that became her signature hit and an anthem of female self-assertion.
  • 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: Bitch, I’m Broke
Triple: [Cody Chesnutt, notableWork, Bitch, I’m Broke]
Generated description
"Bitch, I’m Broke" is a soulful, lo-fi R&B song by American musician Cody Chesnutt, known for its raw, confessional lyrics and minimalist production.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bitch, I’m Broke
Target entity description: "Bitch, I’m Broke" is a soulful, lo-fi R&B song by American musician Cody Chesnutt, known for its raw, confessional lyrics and minimalist production.
  • 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. Me & My Bitch
    "Me & My Bitch" is a track by The Notorious B.I.G. from his landmark 1994 debut album "Ready to Die," known for its raw storytelling about love, loyalty, and loss.
  • C. 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.
  • 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. Bitch
    "Bitch" is a 1997 pop-rock song by Meredith Brooks that became her signature hit and an anthem of female self-assertion.
  • 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_69d81c573f288190aa2403d484fa3d49 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de020855ec8190a60fa1cb761f2e68 completed April 14, 2026, 8:59 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7a8501890819081152bc2e9c06836 completed May 3, 2026, 7:56 p.m.
NEDg Description generation batch_69f7a994cd688190a077a4854c5c71c9 completed May 3, 2026, 8:01 p.m.
NED2 Entity disambiguation (via description) batch_69f7aa2f696081908f48d44bf7271abc completed May 3, 2026, 8:03 p.m.
Created at: April 9, 2026, 10:07 p.m.