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.