Triple
T10706684
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Grand Hustle Records |
E252425
|
entity |
| Predicate | parentOrganization |
P254
|
FINISHED |
| Object |
Hustle Gang
Hustle Gang is an American hip hop collective and brand founded by rapper T.I., associated with the Atlanta-based label Grand Hustle Records.
|
E880400
|
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: Hustle Gang | Statement: [Grand Hustle Records, parentOrganization, Hustle Gang]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hustle Gang Context triple: [Grand Hustle Records, parentOrganization, Hustle Gang]
-
A.
Hustle
Hustle is a British television drama series about a group of highly skilled con artists who pull off elaborate scams against corrupt and greedy targets.
-
B.
Hustle & Ball
Hustle & Ball is a track from Snoop Dogg’s 1998 gangsta rap album "Da Game Is to Be Sold, Not to Be Told."
-
C.
The Gang
The Gang is the dysfunctional central group of friends in the TV sitcom "It's Always Sunny in Philadelphia," known for their selfish schemes and morally questionable antics.
-
D.
Gang Leader
Gang Leader is a popular 1991 Telugu-language action-comedy film starring Chiranjeevi, known for its entertaining blend of family drama, humor, and mass appeal.
-
E.
Gang Squad
Gang Squad is a specialized New York City Police Department unit focused on investigating and suppressing gang-related crime and violence.
- 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: Hustle Gang Triple: [Grand Hustle Records, parentOrganization, Hustle Gang]
Generated description
Hustle Gang is an American hip hop collective and brand founded by rapper T.I., associated with the Atlanta-based label Grand Hustle Records.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hustle Gang Target entity description: Hustle Gang is an American hip hop collective and brand founded by rapper T.I., associated with the Atlanta-based label Grand Hustle Records.
-
A.
Hustle
Hustle is a British television drama series about a group of highly skilled con artists who pull off elaborate scams against corrupt and greedy targets.
-
B.
Hustle & Ball
Hustle & Ball is a track from Snoop Dogg’s 1998 gangsta rap album "Da Game Is to Be Sold, Not to Be Told."
-
C.
The Gang
The Gang is the dysfunctional central group of friends in the TV sitcom "It's Always Sunny in Philadelphia," known for their selfish schemes and morally questionable antics.
-
D.
Gang Leader
Gang Leader is a popular 1991 Telugu-language action-comedy film starring Chiranjeevi, known for its entertaining blend of family drama, humor, and mass appeal.
-
E.
Gang Squad
Gang Squad is a specialized New York City Police Department unit focused on investigating and suppressing gang-related crime and violence.
- 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_69d6aa5cbabc8190973e683950d89faf |
completed | April 8, 2026, 7:19 p.m. |
| NER | Named-entity recognition | batch_69d6fddfbed48190810bb3faee473fde |
completed | April 9, 2026, 1:16 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d9990760b48190a05753974cdf556c |
completed | April 11, 2026, 12:42 a.m. |
| NEDg | Description generation | batch_69d99e8632688190b3746649a124ca09 |
completed | April 11, 2026, 1:06 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69da625a1e8c8190b282e7a70bb7c876 |
completed | April 11, 2026, 3:01 p.m. |
Created at: April 8, 2026, 9:12 p.m.