Triple

T1124021
Position Surface form Disambiguated ID Type / Status
Subject Bobby Shmurda E24677 entity
Predicate song P20452 FINISHED
Object 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.
 E132288 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: Bobby Bitch | Statement: [Bobby Shmurda, song, Bobby Bitch]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bobby Bitch
Context triple: [Bobby Shmurda, song, Bobby Bitch]
  • A. 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.
  • 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. Bobby (album)
    "Bobby" is a 1992 R&B and new jack swing studio album by American singer Bobby Brown, featuring hits like "Humpin' Around" and "Good Enough."
  • 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. Brat
    "Brat" is a track by the British electronic music producer and DJ Insomniac.
  • 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: Bobby Bitch
Triple: [Bobby Shmurda, song, Bobby Bitch]
Generated description
"Bobby Bitch" is a 2014 hardcore hip-hop single by Brooklyn rapper Bobby Shmurda, known for its aggressive delivery and street-oriented lyrics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bobby Bitch
Target entity description: "Bobby Bitch" is a 2014 hardcore hip-hop single by Brooklyn rapper Bobby Shmurda, known for its aggressive delivery and street-oriented lyrics.
  • A. 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.
  • 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. Bobby (album)
    "Bobby" is a 1992 R&B and new jack swing studio album by American singer Bobby Brown, featuring hits like "Humpin' Around" and "Good Enough."
  • 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. Brat
    "Brat" is a track by the British electronic music producer and DJ Insomniac.
  • 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_69a4940712c88190aa244f3fc6070a65 completed March 1, 2026, 7:31 p.m.
NER Named-entity recognition batch_69a4bbd92a8c8190a16e55f3f739010f completed March 1, 2026, 10:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac5eab1e6481908c175e175ae4743a completed March 7, 2026, 5:21 p.m.
NEDg Description generation batch_69ac5f6ced108190bf635a0d8b3b22a5 completed March 7, 2026, 5:25 p.m.
NED2 Entity disambiguation (via description) batch_69ac5feabffc819082f5d28f9628558f completed March 7, 2026, 5:27 p.m.
Created at: March 1, 2026, 7:44 p.m.