Triple
T2010076
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Radiohead |
E43669
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
Ed O’Brien
Ed O’Brien is an English guitarist and backing vocalist best known as a member of the alternative rock band Radiohead.
|
E225628
|
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: Ed O’Brien | Statement: [Radiohead, hasMember, Ed O’Brien]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ed O’Brien Context triple: [Radiohead, hasMember, Ed O’Brien]
-
A.
Michael Beinhorn
Michael Beinhorn is an American record producer known for his work on influential rock and alternative albums by artists such as Soundgarden, Red Hot Chili Peppers, and Marilyn Manson.
-
B.
Mark Mothersbaugh
Mark Mothersbaugh is an American composer, musician, and co-founder of the band Devo, known for his extensive work scoring films and television.
-
C.
Butch Vig
Butch Vig is an American record producer and musician best known for producing Nirvana's landmark album "Nevermind" and as the drummer for the alternative rock band Garbage.
-
D.
Trevor Rabin
Trevor Rabin is a South African musician and composer best known as the former guitarist of the rock band Yes and as a prolific film score composer.
-
E.
Steve Albini
Steve Albini was an influential American musician, recording engineer, and producer known for his work with underground and alternative rock bands such as Nirvana, Pixies, and PJ Harvey.
- 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: Ed O’Brien Triple: [Radiohead, hasMember, Ed O’Brien]
Generated description
Ed O’Brien is an English guitarist and backing vocalist best known as a member of the alternative rock band Radiohead.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ed O’Brien Target entity description: Ed O’Brien is an English guitarist and backing vocalist best known as a member of the alternative rock band Radiohead.
-
A.
Michael Beinhorn
Michael Beinhorn is an American record producer known for his work on influential rock and alternative albums by artists such as Soundgarden, Red Hot Chili Peppers, and Marilyn Manson.
-
B.
Mark Mothersbaugh
Mark Mothersbaugh is an American composer, musician, and co-founder of the band Devo, known for his extensive work scoring films and television.
-
C.
Butch Vig
Butch Vig is an American record producer and musician best known for producing Nirvana's landmark album "Nevermind" and as the drummer for the alternative rock band Garbage.
-
D.
Trevor Rabin
Trevor Rabin is a South African musician and composer best known as the former guitarist of the rock band Yes and as a prolific film score composer.
-
E.
Steve Albini
Steve Albini was an influential American musician, recording engineer, and producer known for his work with underground and alternative rock bands such as Nirvana, Pixies, and PJ Harvey.
- 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_69a88716e9f08190946313fdc949e3cf |
completed | March 4, 2026, 7:25 p.m. |
| NER | Named-entity recognition | batch_69abb8afe6f8819092679c86d1f2d041 |
completed | March 7, 2026, 5:33 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae0ae5f0748190aecee47884c61ecc |
completed | March 8, 2026, 11:48 p.m. |
| NEDg | Description generation | batch_69ae0bab9d7c8190acde67a6301e18ec |
completed | March 8, 2026, 11:52 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae0c2fe1a88190867b1d533d58b7fc |
completed | March 8, 2026, 11:54 p.m. |
Created at: March 4, 2026, 7:37 p.m.