Triple
T3446292
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Brushfire Records |
E72685
|
entity |
| Predicate | hasArtist |
P5936
|
FINISHED |
| Object |
Zach Gill
Zach Gill is an American multi-instrumentalist, singer-songwriter, and longtime collaborator of Jack Johnson, known for his work with the band ALO and his mellow, folk-influenced solo music.
|
E378900
|
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: Zach Gill | Statement: [Brushfire Records, hasArtist, Zach Gill]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Zach Gill Context triple: [Brushfire Records, hasArtist, Zach Gill]
-
A.
Zach Hanson
Zach Hanson is an American musician best known as the youngest member and drummer of the pop-rock band Hanson.
-
B.
Zach Filkins
Zach Filkins is an American musician and guitarist best known as a founding member of the pop rock band OneRepublic.
-
C.
Zach Clayton
Zach Clayton was an American professional wrestling referee best known for officiating major matches during the sport’s territorial era.
-
D.
Zane Holtz
Zane Holtz is a Canadian actor best known for his role as Richie Gecko in the television adaptation of "From Dusk Till Dawn."
-
E.
Zach Appelman
Zach Appelman is an American actor known for his work in television, film, and theater, including a notable role in the supernatural drama series "Sleepy Hollow."
- 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: Zach Gill Triple: [Brushfire Records, hasArtist, Zach Gill]
Generated description
Zach Gill is an American multi-instrumentalist, singer-songwriter, and longtime collaborator of Jack Johnson, known for his work with the band ALO and his mellow, folk-influenced solo music.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Zach Gill Target entity description: Zach Gill is an American multi-instrumentalist, singer-songwriter, and longtime collaborator of Jack Johnson, known for his work with the band ALO and his mellow, folk-influenced solo music.
-
A.
Zach Hanson
Zach Hanson is an American musician best known as the youngest member and drummer of the pop-rock band Hanson.
-
B.
Zach Filkins
Zach Filkins is an American musician and guitarist best known as a founding member of the pop rock band OneRepublic.
-
C.
Zach Clayton
Zach Clayton was an American professional wrestling referee best known for officiating major matches during the sport’s territorial era.
-
D.
Zane Holtz
Zane Holtz is a Canadian actor best known for his role as Richie Gecko in the television adaptation of "From Dusk Till Dawn."
-
E.
Zach Appelman
Zach Appelman is an American actor known for his work in television, film, and theater, including a notable role in the supernatural drama series "Sleepy Hollow."
- 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_69ad85b05c848190b7a28ceec2bd7b74 |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adba2cc3048190ab1385699387df8d |
completed | March 8, 2026, 6:04 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4c36c12008190b21c47091a4e2ca6 |
completed | March 14, 2026, 2:09 a.m. |
| NEDg | Description generation | batch_69b4c4215ba481908d9d8eeb24ea298b |
completed | March 14, 2026, 2:12 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4c494ad80819084d6aa10fe62a63b |
completed | March 14, 2026, 2:14 a.m. |
Created at: March 8, 2026, 3:16 p.m.