Triple
T17166512
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Korn |
E416625
|
entity |
| Predicate | formerMember |
P1168
|
FINISHED |
| Object |
Zac Baird
Zac Baird is an American keyboardist and musician best known for touring and recording with the nu metal band Korn and working with various rock and alternative artists.
|
E1256660
|
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: Zac Baird | Statement: [Korn, formerMember, Zac Baird]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Zac Baird Context triple: [Korn, formerMember, Zac Baird]
-
A.
Zac Maloy
Zac Maloy is an American songwriter and record producer known for his work with rock and pop artists, including bands like The Nixons and various mainstream acts.
-
B.
Aidan Barclay
Aidan Barclay is a British businessman and media executive, known for his role in managing the Barclay family’s business interests, including major publishing and retail assets.
-
C.
Zac Ives
Zac Ives is an American music industry figure best known as a co-founder of the influential independent label Goner Records, central to the Memphis garage rock and punk scene.
-
D.
Bryce Zabel
Bryce Zabel is an American television producer, writer, and showrunner known for his work on science fiction and genre series such as "Dark Skies" and "The Crow: Stairway to Heaven."
-
E.
Zach de Beer
Zach de Beer was a South African liberal politician, businessman, and anti-apartheid activist who led several opposition parties and later served as a diplomat.
- 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: Zac Baird Triple: [Korn, formerMember, Zac Baird]
Generated description
Zac Baird is an American keyboardist and musician best known for touring and recording with the nu metal band Korn and working with various rock and alternative artists.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Zac Baird Target entity description: Zac Baird is an American keyboardist and musician best known for touring and recording with the nu metal band Korn and working with various rock and alternative artists.
-
A.
Zac Maloy
Zac Maloy is an American songwriter and record producer known for his work with rock and pop artists, including bands like The Nixons and various mainstream acts.
-
B.
Aidan Barclay
Aidan Barclay is a British businessman and media executive, known for his role in managing the Barclay family’s business interests, including major publishing and retail assets.
-
C.
Zac Ives
Zac Ives is an American music industry figure best known as a co-founder of the influential independent label Goner Records, central to the Memphis garage rock and punk scene.
-
D.
Bryce Zabel
Bryce Zabel is an American television producer, writer, and showrunner known for his work on science fiction and genre series such as "Dark Skies" and "The Crow: Stairway to Heaven."
-
E.
Zach de Beer
Zach de Beer was a South African liberal politician, businessman, and anti-apartheid activist who led several opposition parties and later served as a diplomat.
- 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_69d886d279c081909f8ff1f743ddeb69 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3f915622c8190a6dff0baf0288a62 |
completed | April 18, 2026, 9:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a015fc687788190864fa3922a31184d |
completed | May 11, 2026, 4:49 a.m. |
| NEDg | Description generation | batch_6a016273bf6c81909c7ed36501fc7fa9 |
completed | May 11, 2026, 5 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a016317d9488190942ddf875a230eb1 |
completed | May 11, 2026, 5:03 a.m. |
Created at: April 10, 2026, 5:37 a.m.