Triple
T6291797
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Go DJ |
E141034
|
entity |
| Predicate | usesProducerTag |
P30366
|
FINISHED |
| Object | Mannie Fresh |
E152472
|
NE FINISHED |
How this triple was built (3 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: Mannie Fresh | Statement: [Go DJ, usesProducerTag, Mannie Fresh]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mannie Fresh Context triple: [Go DJ, usesProducerTag, Mannie Fresh]
-
A.
Mannie Fresh
chosen
Mannie Fresh is an American hip-hop producer and rapper best known for his influential work with Cash Money Records and shaping the sound of Southern rap in the late 1990s and early 2000s.
-
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.
Method Man
Method Man is an American rapper, actor, and member of the legendary hip hop group Wu-Tang Clan, known for his distinctive voice and charismatic delivery.
-
D.
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.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: usesProducerTag Context triple: [Go DJ, usesProducerTag, Mannie Fresh]
-
A.
hasProducer
chosen
Indicates that one entity serves as the producer or creator responsible for making or manufacturing another entity.
-
B.
hasProducerAlias
Indicates that an entity has an alternative name or alias specifically used in the role of producer.
-
C.
associatedProducerCollective
Indicates a relationship where an entity is linked to, or works in connection with, a specific producer collective.
-
D.
exclusiveProducerOf
Indicates that one entity is the sole producer or manufacturer of another entity, with no other producers involved.
-
E.
usesProductionModel
Indicates that one entity employs or relies on another entity as its primary or official production model in practice.
- F. None of above.
Provenance (4 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_69c008cdf2ac8190bb640c94478fb4ed |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c0641ea224819097b6962e6014c690 |
completed | March 22, 2026, 9:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c6385c26f08190952d810a82b9236f |
completed | March 27, 2026, 7:57 a.m. |
| PD | Predicate disambiguation | batch_69c060df0d8881908215575862ef6831 |
completed | March 22, 2026, 9:36 p.m. |
Created at: March 22, 2026, 4:27 p.m.