Triple

T3477195
Position Surface form Disambiguated ID Type / Status
Subject Noname E73401 entity
Predicate associatedAct P37 FINISHED
Object Pivot Gang
Pivot Gang is a Chicago-based hip-hop collective known for its collaborative projects and close ties to artists like Saba and Noname.
E361513 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 | Statement: [Noname, associatedAct, Pivot Gang]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Pivot Gang
Context triple: [Noname, associatedAct, Pivot Gang]
  • A. Gang Squad
    Gang Squad is a specialized New York City Police Department unit focused on investigating and suppressing gang-related crime and violence.
  • B. Re-Up Gang
    Re-Up Gang is a hip hop group best known as the lyrical collective formed by Pusha T and his collaborators for their acclaimed street-oriented mixtapes and projects.
  • C. Swing Mob
    Swing Mob was a 1990s R&B/hip-hop collective and production crew founded by DeVante Swing that launched the careers of artists like Missy Elliott, Timbaland, and Ginuwine.
  • D. Gravediggaz
    Gravediggaz is an American hip hop group known for pioneering the horrorcore subgenre with dark, horror-themed lyrics and production.
  • E. Spangled Mob
    The Spangled Mob is a fictional American criminal gang that serves as one of the main antagonistic organizations in Ian Fleming’s James Bond novel and its film adaptation "Diamonds Are Forever."
  • 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
Triple: [Noname, associatedAct, Pivot Gang]
Generated description
Pivot Gang is a Chicago-based hip-hop collective known for its collaborative projects and close ties to artists like Saba and Noname.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Pivot Gang
Target entity description: Pivot Gang is a Chicago-based hip-hop collective known for its collaborative projects and close ties to artists like Saba and Noname.
  • A. Gang Squad
    Gang Squad is a specialized New York City Police Department unit focused on investigating and suppressing gang-related crime and violence.
  • B. Re-Up Gang
    Re-Up Gang is a hip hop group best known as the lyrical collective formed by Pusha T and his collaborators for their acclaimed street-oriented mixtapes and projects.
  • C. Swing Mob
    Swing Mob was a 1990s R&B/hip-hop collective and production crew founded by DeVante Swing that launched the careers of artists like Missy Elliott, Timbaland, and Ginuwine.
  • D. Gravediggaz
    Gravediggaz is an American hip hop group known for pioneering the horrorcore subgenre with dark, horror-themed lyrics and production.
  • E. Spangled Mob
    The Spangled Mob is a fictional American criminal gang that serves as one of the main antagonistic organizations in Ian Fleming’s James Bond novel and its film adaptation "Diamonds Are Forever."
  • 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_69ad85b3c9b08190857cae74c7f36da9 completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adbb5a5cb88190be5624ae224e4c91 completed March 8, 2026, 6:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69b3681822488190a9876a21236f9aa3 completed March 13, 2026, 1:27 a.m.
NEDg Description generation batch_69b368b4e504819094ca0adbdbe7bfd9 completed March 13, 2026, 1:30 a.m.
NED2 Entity disambiguation (via description) batch_69b3693a8d6481909dadce4ac6109ff3 completed March 13, 2026, 1:32 a.m.
Created at: March 8, 2026, 3:17 p.m.