Triple
T21455119
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | By All Means Necessary |
E529319
|
entity |
| Predicate | featuresArtistRole |
P24740
|
FINISHED |
| Object |
D-Nice as DJ
D-Nice as DJ refers to the role of hip-hop artist and producer D-Nice serving as the disc jockey on the album "By All Means Necessary."
|
E1485276
|
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: D-Nice as DJ | Statement: [By All Means Necessary, featuresArtistRole, D-Nice as DJ]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: D-Nice as DJ Context triple: [By All Means Necessary, featuresArtistRole, D-Nice as DJ]
-
A.
Go D.J.
"Go D.J." is a popular single by American rapper Lil Wayne, best known for its catchy Mannie Fresh-produced beat and its role in boosting Wayne’s mainstream prominence.
-
B.
Great DJ
"Great DJ" is an indie pop song by English duo The Ting Tings, known for its catchy, repetitive chorus and prominent use of percussion.
-
C.
DJ DJ
"DJ DJ" is a song by the American punk rock/rap rock supergroup Transplants, known for blending hip hop beats with punk-influenced guitar and vocal styles.
-
D.
Mr. DJ
Mr. DJ is a hip-hop music producer best known for his work with OutKast and on tracks like "Universal Mind Control."
-
E.
Chopsquad DJ
Chopsquad DJ is an American record producer and DJ known for his work in hip-hop and trap, frequently collaborating with prominent Chicago drill and mainstream rap artists.
- 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: D-Nice as DJ Triple: [By All Means Necessary, featuresArtistRole, D-Nice as DJ]
Generated description
D-Nice as DJ refers to the role of hip-hop artist and producer D-Nice serving as the disc jockey on the album "By All Means Necessary."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: D-Nice as DJ Target entity description: D-Nice as DJ refers to the role of hip-hop artist and producer D-Nice serving as the disc jockey on the album "By All Means Necessary."
-
A.
Go D.J.
"Go D.J." is a popular single by American rapper Lil Wayne, best known for its catchy Mannie Fresh-produced beat and its role in boosting Wayne’s mainstream prominence.
-
B.
Great DJ
"Great DJ" is an indie pop song by English duo The Ting Tings, known for its catchy, repetitive chorus and prominent use of percussion.
-
C.
DJ DJ
"DJ DJ" is a song by the American punk rock/rap rock supergroup Transplants, known for blending hip hop beats with punk-influenced guitar and vocal styles.
-
D.
Mr. DJ
Mr. DJ is a hip-hop music producer best known for his work with OutKast and on tracks like "Universal Mind Control."
-
E.
Chopsquad DJ
Chopsquad DJ is an American record producer and DJ known for his work in hip-hop and trap, frequently collaborating with prominent Chicago drill and mainstream rap artists.
- 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_69e0c457579481909db68053ed99750c |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69e9e9d612e081909d00ca59a3621cc9 |
completed | April 23, 2026, 9:43 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a09c90ebd488190ab2ee8f8af98d1ae |
completed | May 17, 2026, 1:56 p.m. |
| NEDg | Description generation | batch_6a09c9a6b84881908f9193b89ded7361 |
completed | May 17, 2026, 1:59 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a09caa391588190808eb3dcaff07803 |
completed | May 17, 2026, 2:03 p.m. |
Created at: April 16, 2026, 6:08 p.m.