Triple
T6478505
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Until the End of Time |
E146130
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
Darren Vegas
Darren Vegas is a hip-hop music producer best known for his work on 2Pac’s posthumous album "Until the End of Time."
|
E597004
|
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: Darren Vegas | Statement: [Until the End of Time, producer, Darren Vegas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Darren Vegas Context triple: [Until the End of Time, producer, Darren Vegas]
-
A.
Paul van Dyk
Paul van Dyk is a German DJ and producer widely regarded as one of the pioneers and leading figures of the trance music genre.
-
B.
Paul Oakenfold
Paul Oakenfold is a pioneering British DJ and record producer known for popularizing trance music worldwide and remixing major artists across electronic and pop genres.
-
C.
Benny Benassi
Benny Benassi is an Italian DJ and record producer best known for his influential electro house hits like "Satisfaction."
-
D.
Armand Van Helden
Armand Van Helden is an American DJ, producer, and remixer known as a leading figure in house music since the 1990s, with hits like "You Don't Know Me" and "My My My."
-
E.
Bob Sinclar
Bob Sinclar is a French DJ, record producer, and remixer known for his influential role in the house music scene and international club hits.
- 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: Darren Vegas Triple: [Until the End of Time, producer, Darren Vegas]
Generated description
Darren Vegas is a hip-hop music producer best known for his work on 2Pac’s posthumous album "Until the End of Time."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Darren Vegas Target entity description: Darren Vegas is a hip-hop music producer best known for his work on 2Pac’s posthumous album "Until the End of Time."
-
A.
Paul van Dyk
Paul van Dyk is a German DJ and producer widely regarded as one of the pioneers and leading figures of the trance music genre.
-
B.
Paul Oakenfold
Paul Oakenfold is a pioneering British DJ and record producer known for popularizing trance music worldwide and remixing major artists across electronic and pop genres.
-
C.
Benny Benassi
Benny Benassi is an Italian DJ and record producer best known for his influential electro house hits like "Satisfaction."
-
D.
Armand Van Helden
Armand Van Helden is an American DJ, producer, and remixer known as a leading figure in house music since the 1990s, with hits like "You Don't Know Me" and "My My My."
-
E.
Bob Sinclar
Bob Sinclar is a French DJ, record producer, and remixer known for his influential role in the house music scene and international club hits.
- 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_69c008fec7408190af7b146dc63d9750 |
completed | March 22, 2026, 3:21 p.m. |
| NER | Named-entity recognition | batch_69c06a4d35f08190a94143367b1d45c5 |
completed | March 22, 2026, 10:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c653aa82808190a1e9d420e81d7839 |
completed | March 27, 2026, 9:53 a.m. |
| NEDg | Description generation | batch_69c6542017f4819085efe545dd25060f |
completed | March 27, 2026, 9:55 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c656d3533c819091a4255e354eccab |
completed | March 27, 2026, 10:07 a.m. |
Created at: March 22, 2026, 4:51 p.m.