Triple
T22390797
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The SteelDrivers |
E553505
|
entity |
| Predicate | hasFormerMember |
P1168
|
FINISHED |
| Object |
Gary Nichols
Gary Nichols is an American singer and guitarist best known for fronting the Grammy-winning bluegrass band The SteelDrivers after Chris Stapleton’s departure.
|
E1534148
|
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: Gary Nichols | Statement: [The SteelDrivers, hasFormerMember, Gary Nichols]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gary Nichols Context triple: [The SteelDrivers, hasFormerMember, Gary Nichols]
-
A.
Gary Nicholson
Gary Nicholson is an American country music songwriter and producer known for penning numerous hits for major artists across the genre.
-
B.
Geoff Nicholls
Geoff Nicholls was an English keyboardist and guitarist best known for his long tenure with the heavy metal band Black Sabbath.
-
C.
Dave Nellist
Dave Nellist is a British socialist politician and former Labour MP known for his prominent role in the Militant tendency and later leadership in various left-wing and anti-austerity campaigns.
-
D.
Sam Chiplin
Sam Chiplin is a cinematographer known for his work on the film "Call Jane."
-
E.
Roy Nichols
Roy Nichols was an influential American country guitarist best known for his long-time work with Merle Haggard and his distinctive, pioneering Telecaster style.
- 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: Gary Nichols Triple: [The SteelDrivers, hasFormerMember, Gary Nichols]
Generated description
Gary Nichols is an American singer and guitarist best known for fronting the Grammy-winning bluegrass band The SteelDrivers after Chris Stapleton’s departure.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gary Nichols Target entity description: Gary Nichols is an American singer and guitarist best known for fronting the Grammy-winning bluegrass band The SteelDrivers after Chris Stapleton’s departure.
-
A.
Gary Nicholson
Gary Nicholson is an American country music songwriter and producer known for penning numerous hits for major artists across the genre.
-
B.
Geoff Nicholls
Geoff Nicholls was an English keyboardist and guitarist best known for his long tenure with the heavy metal band Black Sabbath.
-
C.
Dave Nellist
Dave Nellist is a British socialist politician and former Labour MP known for his prominent role in the Militant tendency and later leadership in various left-wing and anti-austerity campaigns.
-
D.
Sam Chiplin
Sam Chiplin is a cinematographer known for his work on the film "Call Jane."
-
E.
Roy Nichols
Roy Nichols was an influential American country guitarist best known for his long-time work with Merle Haggard and his distinctive, pioneering Telecaster style.
- 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_69e11e4cf87c8190a1ff474daec326b7 |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f1585b56208190b53b90a81a807a9d |
completed | April 29, 2026, 1:01 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0ae9c1df908190900ce586564604ca |
completed | May 18, 2026, 10:28 a.m. |
| NEDg | Description generation | batch_6a0aea82afc88190973444a331faa1a2 |
completed | May 18, 2026, 10:31 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0aeb4ce6d48190ac9281afb7b43391 |
completed | May 18, 2026, 10:34 a.m. |
Created at: April 16, 2026, 8:45 p.m.