Triple
T2933776
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chuck |
E79215
|
entity |
| Predicate | usedAsStageNameBy |
P7872
|
FINISHED |
| Object |
Chuck D
Chuck D is an American rapper, activist, and co-founder of the influential hip hop group Public Enemy, known for his politically charged lyrics and powerful delivery.
|
E311584
|
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: Chuck D | Statement: [Chuck, usedAsStageNameBy, Chuck D]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chuck D Context triple: [Chuck, usedAsStageNameBy, Chuck D]
-
A.
KRS-One
KRS-One is an American rapper and activist known as a pioneering figure in conscious hip-hop and a founding member of Boogie Down Productions.
-
B.
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.
-
C.
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.
-
D.
Rakim
Rakim is a pioneering American rapper widely regarded as one of the greatest and most influential lyricists in hip-hop history.
-
E.
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.
- 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: Chuck D Triple: [Chuck, usedAsStageNameBy, Chuck D]
Generated description
Chuck D is an American rapper, activist, and co-founder of the influential hip hop group Public Enemy, known for his politically charged lyrics and powerful delivery.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chuck D Target entity description: Chuck D is an American rapper, activist, and co-founder of the influential hip hop group Public Enemy, known for his politically charged lyrics and powerful delivery.
-
A.
KRS-One
KRS-One is an American rapper and activist known as a pioneering figure in conscious hip-hop and a founding member of Boogie Down Productions.
-
B.
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.
-
C.
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.
-
D.
Rakim
Rakim is a pioneering American rapper widely regarded as one of the greatest and most influential lyricists in hip-hop history.
-
E.
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.
- 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_69ad8b0fbab081908f6a61567c045d8d |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad983b65f881909b8b7d3dc5c224fd |
completed | March 8, 2026, 3:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b0867ba1b48190a54d00c32b075548 |
completed | March 10, 2026, 9 p.m. |
| NEDg | Description generation | batch_69b0dbda7ab881908b5a3e1e897fcb49 |
completed | March 11, 2026, 3:04 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b0dc3ed9e08190ac6c6357f0084ba6 |
completed | March 11, 2026, 3:06 a.m. |
Created at: March 8, 2026, 2:56 p.m.