Triple
T3353618
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | GZA |
E70552
|
entity |
| Predicate | associatedAct |
P37
|
FINISHED |
| Object |
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.
|
E352555
|
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 Muggs | Statement: [GZA, associatedAct, DJ Muggs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: DJ Muggs Context triple: [GZA, associatedAct, DJ Muggs]
-
A.
J-Roc
J-Roc is a Grammy-winning American record producer known for his extensive work with artists like Jay-Z, Beyoncé, and Justin Timberlake.
-
B.
Doug E. Fresh
Doug E. Fresh is an American rapper, record producer, and pioneering human beatbox artist widely regarded as one of the originators of beatboxing in hip-hop.
-
C.
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.
-
D.
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.
-
E.
Pharoahe Monch
Pharoahe Monch is an American rapper and lyricist known for his complex wordplay, intricate rhyme schemes, and influential work in underground hip-hop.
- 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 Muggs Triple: [GZA, associatedAct, DJ Muggs]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: DJ Muggs Target entity description: 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.
-
A.
J-Roc
J-Roc is a Grammy-winning American record producer known for his extensive work with artists like Jay-Z, Beyoncé, and Justin Timberlake.
-
B.
Doug E. Fresh
Doug E. Fresh is an American rapper, record producer, and pioneering human beatbox artist widely regarded as one of the originators of beatboxing in hip-hop.
-
C.
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.
-
D.
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.
-
E.
Pharoahe Monch
Pharoahe Monch is an American rapper and lyricist known for his complex wordplay, intricate rhyme schemes, and influential work in underground hip-hop.
- 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_69ad85a4ef7c8190a29e2bbd6fa454e4 |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adb23ec53881908a04c7f784fe8c43 |
completed | March 8, 2026, 5:30 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b3342cf54081909d47876ff4ad4e81 |
completed | March 12, 2026, 9:46 p.m. |
| NEDg | Description generation | batch_69b3351aad588190b7bcbcda5df67937 |
completed | March 12, 2026, 9:50 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b335803d688190beb5b823c21e8b9c |
completed | March 12, 2026, 9:52 p.m. |
Created at: March 8, 2026, 3:13 p.m.