Triple
T6414643
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hot N***a |
E127792
|
entity |
| Predicate | associatedWithCollective |
P69875
|
FINISHED |
| Object | GS9 |
E127794
|
NE FINISHED |
How this triple was built (3 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: GS9 | Statement: [Hot N***a, associatedWithCollective, GS9]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: GS9 Context triple: [Hot N***a, associatedWithCollective, GS9]
-
A.
GS9
chosen
GS9 is a Brooklyn-based hip hop collective and crew closely associated with rapper Bobby Shmurda and the New York drill scene.
-
B.
GS9 Crew
GS9 Crew is a Brooklyn-based hip-hop collective and street crew best known for its association with rappers Bobby Shmurda and Rowdy Rebel.
-
C.
GS
GS is the two-letter ISO 3166 country code assigned to the British Overseas Territory of South Georgia and the South Sandwich Islands in the southern Atlantic Ocean.
-
D.
GS
GS is the New York Stock Exchange ticker symbol for Goldman Sachs, a leading global investment banking, securities, and asset management firm.
-
E.
GS
GS is the vehicle registration code used on license plates for the town of Gospić in Croatia.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: associatedWithCollective Context triple: [Hot N***a, associatedWithCollective, GS9]
-
A.
associatedWithCollection
Indicates that an entity has a relationship or linkage to a particular collection, such as being included in, managed by, or contextually grouped with that collection.
-
B.
associatedProducerCollective
chosen
Indicates a relationship where an entity is linked to, or works in connection with, a specific producer collective.
-
C.
usedCollectiveName
Indicates that a group of entities is referred to by a shared collective name.
-
D.
associatedWithAssociation
Indicates a relationship where an entity is linked or connected to a particular association or organization.
-
E.
associatedSingle
Indicates a one-to-one association where an entity is linked to exactly one corresponding related entity.
- F. None of above.
Provenance (4 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_69c0083815208190a9b299b8e0640218 |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c068e6bd3881909b1979de5cdf17fb |
completed | March 22, 2026, 10:10 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c64bb5196c8190ab970afbe4f2a672 |
completed | March 27, 2026, 9:19 a.m. |
| PD | Predicate disambiguation | batch_69c060f5d4e481909d1366190607b586 |
completed | March 22, 2026, 9:36 p.m. |
Created at: March 22, 2026, 4:42 p.m.