Triple
T523141
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Graduation |
E10860
|
entity |
| Predicate | featuresArtist |
P1952
|
FINISHED |
| Object |
DJ Premier
DJ Premier is a highly influential American hip-hop DJ and producer known for his gritty, sample-based boom-bap sound and classic work with Gang Starr and numerous rap legends.
|
E69192
|
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: DJ Premier | Statement: [Graduation, featuresArtist, DJ Premier]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: DJ Premier Context triple: [Graduation, featuresArtist, DJ Premier]
-
A.
Deric "D-Dot" Angelettie
Deric "D-Dot" Angelettie is an American hip-hop producer and rapper best known for his work with Bad Boy Records and his influential role in shaping the sound of 1990s East Coast rap.
-
B.
RZA
RZA is an American rapper, producer, and founding member of the Wu-Tang Clan, renowned for his innovative, gritty production style that has deeply shaped the sound of modern hip-hop.
-
C.
Swizz Beatz
Swizz Beatz is an American record producer, rapper, and entrepreneur known for his influential work in hip-hop and collaborations with numerous major artists.
-
D.
LL Cool J
LL Cool J is an American rapper and actor who emerged as one of hip-hop’s early stars and later became widely known for his roles in film and television.
-
E.
DJ Quik
DJ Quik is an American rapper, DJ, and record producer known for his influential role in West Coast hip hop and his smooth, funk-infused production style.
- 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: DJ Premier Triple: [Graduation, featuresArtist, DJ Premier]
Generated description
DJ Premier is a highly influential American hip-hop DJ and producer known for his gritty, sample-based boom-bap sound and classic work with Gang Starr and numerous rap legends.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: DJ Premier Target entity description: DJ Premier is a highly influential American hip-hop DJ and producer known for his gritty, sample-based boom-bap sound and classic work with Gang Starr and numerous rap legends.
-
A.
Deric "D-Dot" Angelettie
Deric "D-Dot" Angelettie is an American hip-hop producer and rapper best known for his work with Bad Boy Records and his influential role in shaping the sound of 1990s East Coast rap.
-
B.
RZA
RZA is an American rapper, producer, and founding member of the Wu-Tang Clan, renowned for his innovative, gritty production style that has deeply shaped the sound of modern hip-hop.
-
C.
Swizz Beatz
Swizz Beatz is an American record producer, rapper, and entrepreneur known for his influential work in hip-hop and collaborations with numerous major artists.
-
D.
LL Cool J
LL Cool J is an American rapper and actor who emerged as one of hip-hop’s early stars and later became widely known for his roles in film and television.
-
E.
DJ Quik
DJ Quik is an American rapper, DJ, and record producer known for his influential role in West Coast hip hop and his smooth, funk-infused production style.
- 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_69a2e84b16c4819088d284c47c3a7968 |
completed | Feb. 28, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69a2f1b4f01881908b408357ff113308 |
completed | Feb. 28, 2026, 1:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a4e3f1e5908190850594ccb37f364a |
completed | March 2, 2026, 1:12 a.m. |
| NEDg | Description generation | batch_69a4e45cc06c8190901ab3d5182be133 |
completed | March 2, 2026, 1:14 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a4e4b1ea148190a160dc43727a281a |
completed | March 2, 2026, 1:15 a.m. |
Created at: Feb. 28, 2026, 1:12 p.m.