Triple
T5423109
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Golden Age of hip hop |
E121297
|
entity |
| Predicate | notableArtist |
P601
|
FINISHED |
| Object |
EPMD
EPMD is an influential American hip hop duo from Long Island, New York, known for their laid-back delivery, funk-driven production, and classic albums that helped define late 1980s and early 1990s rap.
|
E519680
|
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: EPMD | Statement: [Golden Age of hip hop, notableArtist, EPMD]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: EPMD Context triple: [Golden Age of hip hop, notableArtist, EPMD]
-
A.
Geto Boys
Geto Boys are a pioneering Houston-based hip hop group known for their hardcore, politically charged lyrics and major influence on Southern rap.
-
B.
Gravediggaz
Gravediggaz is an American hip hop group known for pioneering the horrorcore subgenre with dark, horror-themed lyrics and production.
-
C.
Doomtree
Doomtree is a Minneapolis-based hip hop collective and independent record label known for its diverse roster of rappers and producers and its DIY, collaborative ethos.
-
D.
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."
-
E.
Bone Thugs-n-Harmony
Bone Thugs-n-Harmony is an American hip hop group from Cleveland, Ohio, known for their fast-paced, melodic rapping style and harmonized vocals.
- 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: EPMD Triple: [Golden Age of hip hop, notableArtist, EPMD]
Generated description
EPMD is an influential American hip hop duo from Long Island, New York, known for their laid-back delivery, funk-driven production, and classic albums that helped define late 1980s and early 1990s rap.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: EPMD Target entity description: EPMD is an influential American hip hop duo from Long Island, New York, known for their laid-back delivery, funk-driven production, and classic albums that helped define late 1980s and early 1990s rap.
-
A.
Geto Boys
Geto Boys are a pioneering Houston-based hip hop group known for their hardcore, politically charged lyrics and major influence on Southern rap.
-
B.
Gravediggaz
Gravediggaz is an American hip hop group known for pioneering the horrorcore subgenre with dark, horror-themed lyrics and production.
-
C.
Doomtree
Doomtree is a Minneapolis-based hip hop collective and independent record label known for its diverse roster of rappers and producers and its DIY, collaborative ethos.
-
D.
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."
-
E.
Bone Thugs-n-Harmony
Bone Thugs-n-Harmony is an American hip hop group from Cleveland, Ohio, known for their fast-paced, melodic rapping style and harmonized vocals.
- 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_69bd463b58d88190b258261573de9e91 |
completed | March 20, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69bd8812f84c819094d8516f69fff83d |
completed | March 20, 2026, 5:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf3ab7f6b481908fead172fbdafe36 |
completed | March 22, 2026, 12:41 a.m. |
| NEDg | Description generation | batch_69bf3bc4b1e08190a7574b3ec67823e4 |
completed | March 22, 2026, 12:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf3c4530288190924b4c38d7b1fb70 |
completed | March 22, 2026, 12:48 a.m. |
Created at: March 20, 2026, 2:06 p.m.