Triple

T9520408
Position Surface form Disambiguated ID Type / Status
Subject The Revolution E229629 entity
Predicate member P10 FINISHED
Object Bobby Z.
Bobby Z. is an American drummer and producer best known as the original drummer for Prince’s band The Revolution.
 E804547 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 Z. | Statement: [The Revolution, member, Bobby Z.]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bobby Z.
Context triple: [The Revolution, member, Bobby Z.]
  • A. Bobby V
    Bobby V is an American R&B singer and songwriter known for mid-2000s hits like "Slow Down" and collaborations with artists on the Disturbing tha Peace label.
  • B. Bizzy Bone
    Bizzy Bone is an American rapper best known as a member of the Grammy-winning hip hop group Bone Thugs-n-Harmony, recognized for his rapid-fire delivery and melodic style.
  • C. DJ Bobo
    DJ BoBo is a Swiss Eurodance musician, singer, and producer best known for his 1990s dance hits and energetic stage shows.
  • D. El Shabazz
    El Shabazz is a radio program segment or show, likely focused on culturally or politically themed content, that forms part of a larger radio broadcast.
  • E. Juggy D
    Juggy D is a British-Indian Punjabi singer known for his contributions to the UK bhangra and Asian underground music scenes.
  • 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 Z.
Triple: [The Revolution, member, Bobby Z.]
Generated description
Bobby Z. is an American drummer and producer best known as the original drummer for Prince’s band The Revolution.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bobby Z.
Target entity description: Bobby Z. is an American drummer and producer best known as the original drummer for Prince’s band The Revolution.
  • A. Bobby V
    Bobby V is an American R&B singer and songwriter known for mid-2000s hits like "Slow Down" and collaborations with artists on the Disturbing tha Peace label.
  • B. Bizzy Bone
    Bizzy Bone is an American rapper best known as a member of the Grammy-winning hip hop group Bone Thugs-n-Harmony, recognized for his rapid-fire delivery and melodic style.
  • C. DJ Bobo
    DJ BoBo is a Swiss Eurodance musician, singer, and producer best known for his 1990s dance hits and energetic stage shows.
  • D. El Shabazz
    El Shabazz is a radio program segment or show, likely focused on culturally or politically themed content, that forms part of a larger radio broadcast.
  • E. Juggy D
    Juggy D is a British-Indian Punjabi singer known for his contributions to the UK bhangra and Asian underground music scenes.
  • 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_69ca847870a881909d8d751a7d29da39 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd9883c5c48190a6583921afe9730a completed April 1, 2026, 10:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69d13a56da2481909873c8d567b3fd5f completed April 4, 2026, 4:20 p.m.
NEDg Description generation batch_69d13b1a07cc8190a3e3f554f81b2ab2 completed April 4, 2026, 4:23 p.m.
NED2 Entity disambiguation (via description) batch_69d13f0eed008190b43e7c7f998188b7 completed April 4, 2026, 4:40 p.m.
Created at: March 30, 2026, 7:59 p.m.