Triple
T10940957
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | M. Ward |
E258468
|
entity |
| Predicate | associatedAct |
P37
|
FINISHED |
| Object |
Howe Gelb
Howe Gelb is an American singer-songwriter and guitarist best known as the frontman of the influential indie rock band Giant Sand and a key figure in the Tucson desert rock scene.
|
E895347
|
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: Howe Gelb | Statement: [M. Ward, associatedAct, Howe Gelb]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Howe Gelb Context triple: [M. Ward, associatedAct, Howe Gelb]
-
A.
Mitchell Froom
Mitchell Froom is an American record producer and musician known for his innovative, atmospheric work with artists such as Crowded House, Suzanne Vega, and Los Lobos.
-
B.
Mike Garfath
Mike Garfath is a cinematographer best known for his work on the British neo-noir film "Croupier."
-
C.
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.
-
D.
Walter Becker
Walter Becker was an American musician, songwriter, and record producer best known as the co-founder, guitarist, and bassist of the jazz-rock band Steely Dan.
-
E.
Bob Ezrin
Bob Ezrin is a renowned Canadian music producer and keyboardist best known for his work on landmark rock albums by artists such as Pink Floyd, Alice Cooper, and Kiss.
- 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: Howe Gelb Triple: [M. Ward, associatedAct, Howe Gelb]
Generated description
Howe Gelb is an American singer-songwriter and guitarist best known as the frontman of the influential indie rock band Giant Sand and a key figure in the Tucson desert rock scene.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Howe Gelb Target entity description: Howe Gelb is an American singer-songwriter and guitarist best known as the frontman of the influential indie rock band Giant Sand and a key figure in the Tucson desert rock scene.
-
A.
Mitchell Froom
Mitchell Froom is an American record producer and musician known for his innovative, atmospheric work with artists such as Crowded House, Suzanne Vega, and Los Lobos.
-
B.
Mike Garfath
Mike Garfath is a cinematographer best known for his work on the British neo-noir film "Croupier."
-
C.
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.
-
D.
Walter Becker
Walter Becker was an American musician, songwriter, and record producer best known as the co-founder, guitarist, and bassist of the jazz-rock band Steely Dan.
-
E.
Bob Ezrin
Bob Ezrin is a renowned Canadian music producer and keyboardist best known for his work on landmark rock albums by artists such as Pink Floyd, Alice Cooper, and Kiss.
- 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_69d6aa8769b4819082bfe5e61b9017f0 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d770c2821c8190a7b08276c4bfbf33 |
completed | April 9, 2026, 9:26 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e23c0e940081908c84ea4cf3b877fc |
completed | April 17, 2026, 1:56 p.m. |
| NEDg | Description generation | batch_69e24541cbb481908f14a9cb2787c118 |
completed | April 17, 2026, 2:35 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e248f48dc88190af9491e8cdc4a532 |
completed | April 17, 2026, 2:51 p.m. |
Created at: April 8, 2026, 9:23 p.m.