Triple

T15134379
Position Surface form Disambiguated ID Type / Status
Subject Pivot Gang E361513 entity
Predicate associatedAct P37 FINISHED
Object Pivot Gang Records
Pivot Gang Records is the independent record label founded by Chicago hip-hop collective Pivot Gang to release and manage their music and related projects.
 E1137958 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: Pivot Gang Records | Statement: [Pivot Gang, associatedAct, Pivot Gang Records]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Pivot Gang Records
Context triple: [Pivot Gang, associatedAct, Pivot Gang Records]
  • A. Last Gang Records
    Last Gang Records is a Canadian independent record label known for releasing music by electronic and alternative artists such as MSTRKRFT.
  • B. ScumGang Records
    ScumGang Records is an independent hip-hop label closely associated with rapper 6ix9ine and the release of his breakout single "Gummo."
  • C. Hustle Gang Records
    Hustle Gang Records is an American hip hop record label founded by rapper T.I., known for releasing Southern rap and trap music.
  • D. Loud & Proud Records
    Loud & Proud Records is an independent rock-focused record label known for working with veteran hard rock and metal bands like Ratt.
  • E. Re-Up Records
    Re-Up Records is an independent hip hop record label founded by rapper Pusha T and his brother Malice, primarily associated with their group Clipse and related projects.
  • 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: Pivot Gang Records
Triple: [Pivot Gang, associatedAct, Pivot Gang Records]
Generated description
Pivot Gang Records is the independent record label founded by Chicago hip-hop collective Pivot Gang to release and manage their music and related projects.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Pivot Gang Records
Target entity description: Pivot Gang Records is the independent record label founded by Chicago hip-hop collective Pivot Gang to release and manage their music and related projects.
  • A. Last Gang Records
    Last Gang Records is a Canadian independent record label known for releasing music by electronic and alternative artists such as MSTRKRFT.
  • B. ScumGang Records
    ScumGang Records is an independent hip-hop label closely associated with rapper 6ix9ine and the release of his breakout single "Gummo."
  • C. Hustle Gang Records
    Hustle Gang Records is an American hip hop record label founded by rapper T.I., known for releasing Southern rap and trap music.
  • D. Loud & Proud Records
    Loud & Proud Records is an independent rock-focused record label known for working with veteran hard rock and metal bands like Ratt.
  • E. Re-Up Records
    Re-Up Records is an independent hip hop record label founded by rapper Pusha T and his brother Malice, primarily associated with their group Clipse and related projects.
  • 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.