Triple

T15134400
Position Surface form Disambiguated ID Type / Status
Subject Pivot Gang E361513 entity
Predicate hasMemberRole P161 FINISHED
Object SqueakPIVOT: DJ and producer
SqueakPIVOT was a Chicago-based DJ and producer known for his work with the hip-hop collective Pivot Gang and his soulful, sample-driven sound.
E1137963 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: SqueakPIVOT: DJ and producer | Statement: [Pivot Gang, hasMemberRole, SqueakPIVOT: DJ and producer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: SqueakPIVOT: DJ and producer
Context triple: [Pivot Gang, hasMemberRole, SqueakPIVOT: DJ and producer]
  • A. DJ Spinz
    DJ Spinz is an American hip-hop producer and DJ known for crafting influential trap beats for prominent Southern rap artists.
  • B. DJ Swivel
    DJ Swivel is a Grammy-winning Canadian record producer, mixer, and audio engineer known for his work with major pop and electronic artists such as The Chainsmokers and Beyoncé.
  • C. DJ Ecool
    DJ Ecool is a Nigerian-American disc jockey and producer best known for his collaborations and touring work with Afrobeats star Davido.
  • D. DJ Scratchator
    DJ Scratchator is a hip-hop producer and DJ best known for his work with LL Cool J on the album "G.O.A.T. (Greatest of All Time)."
  • E. Bob Sinclar
    Bob Sinclar is a French DJ, record producer, and remixer known for his influential role in the house music scene and international club hits.
  • 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: SqueakPIVOT: DJ and producer
Triple: [Pivot Gang, hasMemberRole, SqueakPIVOT: DJ and producer]
Generated description
SqueakPIVOT was a Chicago-based DJ and producer known for his work with the hip-hop collective Pivot Gang and his soulful, sample-driven sound.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: SqueakPIVOT: DJ and producer
Target entity description: SqueakPIVOT was a Chicago-based DJ and producer known for his work with the hip-hop collective Pivot Gang and his soulful, sample-driven sound.
  • A. DJ Spinz
    DJ Spinz is an American hip-hop producer and DJ known for crafting influential trap beats for prominent Southern rap artists.
  • B. DJ Swivel
    DJ Swivel is a Grammy-winning Canadian record producer, mixer, and audio engineer known for his work with major pop and electronic artists such as The Chainsmokers and Beyoncé.
  • C. DJ Ecool
    DJ Ecool is a Nigerian-American disc jockey and producer best known for his collaborations and touring work with Afrobeats star Davido.
  • D. DJ Scratchator
    DJ Scratchator is a hip-hop producer and DJ best known for his work with LL Cool J on the album "G.O.A.T. (Greatest of All Time)."
  • E. Bob Sinclar
    Bob Sinclar is a French DJ, record producer, and remixer known for his influential role in the house music scene and international club hits.
  • 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_69d85a06450081909c5a14ea9851a15e completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e005b29a4c819087f8818e3f5788f5 completed April 15, 2026, 9:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69feb7fd3c448190b4b06fdc1ab2c6a7 completed May 9, 2026, 4:28 a.m.
NEDg Description generation batch_69feb8bb774481908272929358817440 completed May 9, 2026, 4:31 a.m.
NED2 Entity disambiguation (via description) batch_69feb9384b4c81909fe80dec3abc1659 completed May 9, 2026, 4:34 a.m.
Created at: April 10, 2026, 3:06 a.m.