Triple
T3294957
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | DJ Premier |
E69192
|
entity |
| Predicate | memberOf |
P10
|
FINISHED |
| Object |
Gang Starr
Gang Starr was a highly influential American hip hop duo known for its jazz-infused beats and socially conscious lyrics, consisting of rapper Guru and producer DJ Premier.
|
E343464
|
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: Gang Starr | Statement: [DJ Premier, memberOf, Gang Starr]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gang Starr Context triple: [DJ Premier, memberOf, Gang Starr]
-
A.
De La Soul
De La Soul is an influential American hip hop trio from Long Island known for their innovative, jazz-influenced sound and playful, socially conscious lyrics.
-
B.
Mobb Deep
Mobb Deep was an influential American hip hop duo from Queensbridge, New York, known for their dark, gritty production and hardcore lyricism that helped define 1990s East Coast rap.
-
C.
Cypress Hill
Cypress Hill is a pioneering American hip hop group from South Gate, California, known for their distinctive Latin-influenced sound, advocacy of cannabis legalization, and hits like "Insane in the Brain."
-
D.
A Tribe Called Quest
A Tribe Called Quest is a pioneering American hip hop group known for its jazz-infused production, socially conscious lyrics, and major influence on alternative rap in the 1990s.
-
E.
KRS-One
KRS-One is an American rapper and activist known as a pioneering figure in conscious hip-hop and a founding member of Boogie Down Productions.
- 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: Gang Starr Triple: [DJ Premier, memberOf, Gang Starr]
Generated description
Gang Starr was a highly influential American hip hop duo known for its jazz-infused beats and socially conscious lyrics, consisting of rapper Guru and producer DJ Premier.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gang Starr Target entity description: Gang Starr was a highly influential American hip hop duo known for its jazz-infused beats and socially conscious lyrics, consisting of rapper Guru and producer DJ Premier.
-
A.
De La Soul
De La Soul is an influential American hip hop trio from Long Island known for their innovative, jazz-influenced sound and playful, socially conscious lyrics.
-
B.
Mobb Deep
Mobb Deep was an influential American hip hop duo from Queensbridge, New York, known for their dark, gritty production and hardcore lyricism that helped define 1990s East Coast rap.
-
C.
Cypress Hill
Cypress Hill is a pioneering American hip hop group from South Gate, California, known for their distinctive Latin-influenced sound, advocacy of cannabis legalization, and hits like "Insane in the Brain."
-
D.
A Tribe Called Quest
A Tribe Called Quest is a pioneering American hip hop group known for its jazz-infused production, socially conscious lyrics, and major influence on alternative rap in the 1990s.
-
E.
KRS-One
KRS-One is an American rapper and activist known as a pioneering figure in conscious hip-hop and a founding member of Boogie Down Productions.
- 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_69ad859e529c8190a404273f53cb487d |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adb07661748190bf57469e101c5283 |
completed | March 8, 2026, 5:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b2e86b8e04819091f4a4ae6d6a87ad |
completed | March 12, 2026, 4:23 p.m. |
| NEDg | Description generation | batch_69b2e8f6a7c48190bc457f348c3a7179 |
completed | March 12, 2026, 4:25 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b2e98804b8819097ef1fd498f13c9b |
completed | March 12, 2026, 4:27 p.m. |
Created at: March 8, 2026, 3:10 p.m.