Triple
T9127131
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Natacha Atlas |
E218992
|
entity |
| Predicate | collaboratedWith |
P435
|
FINISHED |
| Object |
Talvin Singh
Talvin Singh is a British musician, producer, and tabla player known for pioneering the fusion of Indian classical music with electronic genres such as drum and bass and Asian Underground.
|
E779741
|
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: Talvin Singh | Statement: [Natacha Atlas, collaboratedWith, Talvin Singh]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Talvin Singh Context triple: [Natacha Atlas, collaboratedWith, Talvin Singh]
-
A.
Jam Raval
Jam Raval was a ruler and founder of the princely state that developed into the city of Jamnagar in present-day Gujarat, India.
-
B.
John Parish
John Parish is an English musician, songwriter, and producer best known for his long-running creative collaboration with PJ Harvey and his work on numerous alternative rock and indie projects.
-
C.
Martyn Atkins
Martyn Atkins is a British graphic designer and art director known for creating album covers and visual identities for prominent rock and alternative musicians.
-
D.
David Sancious
David Sancious is an American keyboardist and guitarist best known as an original member of Bruce Springsteen’s E Street Band and for his work as a versatile session and solo artist.
-
E.
Ian Reed
Ian Reed is a colleague of the fictional London detective John Luther in the British crime drama series "Luther."
- 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: Talvin Singh Triple: [Natacha Atlas, collaboratedWith, Talvin Singh]
Generated description
Talvin Singh is a British musician, producer, and tabla player known for pioneering the fusion of Indian classical music with electronic genres such as drum and bass and Asian Underground.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Talvin Singh Target entity description: Talvin Singh is a British musician, producer, and tabla player known for pioneering the fusion of Indian classical music with electronic genres such as drum and bass and Asian Underground.
-
A.
Jam Raval
Jam Raval was a ruler and founder of the princely state that developed into the city of Jamnagar in present-day Gujarat, India.
-
B.
John Parish
John Parish is an English musician, songwriter, and producer best known for his long-running creative collaboration with PJ Harvey and his work on numerous alternative rock and indie projects.
-
C.
Martyn Atkins
Martyn Atkins is a British graphic designer and art director known for creating album covers and visual identities for prominent rock and alternative musicians.
-
D.
David Sancious
David Sancious is an American keyboardist and guitarist best known as an original member of Bruce Springsteen’s E Street Band and for his work as a versatile session and solo artist.
-
E.
Ian Reed
Ian Reed is a colleague of the fictional London detective John Luther in the British crime drama series "Luther."
- 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_69ca83debfc0819095800583e97ab10f |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69cca8c93d3c8190b003b2b1af2003b2 |
completed | April 1, 2026, 5:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d030a1042c8190a31c76638a95a2cf |
completed | April 3, 2026, 9:26 p.m. |
| NEDg | Description generation | batch_69d0318ef52c8190bfa0bef6a8d41daa |
completed | April 3, 2026, 9:30 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d03571c4648190bd546152c61c55a5 |
completed | April 3, 2026, 9:47 p.m. |
Created at: March 30, 2026, 7:18 p.m.