Triple
T18449194
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Malpractice |
E450733
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
DJ Twinz
DJ Twinz is a hip-hop production duo known for crafting beats and tracks for UK rapper Malpractice and other artists in the genre.
|
E704961
|
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 Twinz | Statement: [Malpractice, producer, DJ Twinz]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: DJ Twinz Context triple: [Malpractice, producer, DJ Twinz]
-
A.
DJ Twinz
DJ Twinz is a highly acclaimed music producer and DJ recognized for influential, top-tier work in their genre.
-
B.
DJ Jazzy Jeff
DJ Jazzy Jeff is an American DJ, record producer, and turntablist best known for his pioneering work in hip hop and his partnership with Will Smith as DJ Jazzy Jeff & The Fresh Prince.
-
C.
DJ Muggs
DJ Muggs is an American DJ and producer best known as the primary producer for Cypress Hill and for his influential work in hip hop and trip-hop.
-
D.
Lord Finesse
Lord Finesse is an American hip-hop MC and producer from the Bronx, best known as a founding member of the Diggin' in the Crates Crew and for his influential work in 1990s East Coast rap.
-
E.
DJ Frank E
DJ Frank E is an American record producer and songwriter known for crafting pop and hip-hop hits for major artists across the 2000s and 2010s.
- 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 Twinz Triple: [Malpractice, producer, DJ Twinz]
Generated description
DJ Twinz is a hip-hop production duo known for crafting beats and tracks for UK rapper Malpractice and other artists in the genre.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: DJ Twinz Target entity description: DJ Twinz is a hip-hop production duo known for crafting beats and tracks for UK rapper Malpractice and other artists in the genre.
-
A.
DJ Twinz
chosen
DJ Twinz is a highly acclaimed music producer and DJ recognized for influential, top-tier work in their genre.
-
B.
DJ Jazzy Jeff
DJ Jazzy Jeff is an American DJ, record producer, and turntablist best known for his pioneering work in hip hop and his partnership with Will Smith as DJ Jazzy Jeff & The Fresh Prince.
-
C.
DJ Muggs
DJ Muggs is an American DJ and producer best known as the primary producer for Cypress Hill and for his influential work in hip hop and trip-hop.
-
D.
Lord Finesse
Lord Finesse is an American hip-hop MC and producer from the Bronx, best known as a founding member of the Diggin' in the Crates Crew and for his influential work in 1990s East Coast rap.
-
E.
DJ Frank E
DJ Frank E is an American record producer and songwriter known for crafting pop and hip-hop hits for major artists across the 2000s and 2010s.
- F. None of above.
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_69d8d38345688190b565eac2e4cd7935 |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e52646949c81909664e864224675a6 |
completed | April 19, 2026, 7 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a043f1e91688190ae7035aaefbed6f4 |
completed | May 13, 2026, 9:06 a.m. |
| NEDg | Description generation | batch_6a043fb7db388190bb50cfade4f025f9 |
completed | May 13, 2026, 9:09 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a044063c6048190b65620af8ceed897 |
completed | May 13, 2026, 9:12 a.m. |
Created at: April 10, 2026, 11:30 a.m.