Triple
T22006122
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | DevilDriver |
E543453
|
entity |
| Predicate | hasFormerMember |
P1168
|
FINISHED |
| Object |
Jeff Kaufman
Jeff Kaufman is a musician best known for his past role as a member of the American groove metal band DevilDriver.
|
E1513350
|
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: Jeff Kaufman | Statement: [DevilDriver, hasFormerMember, Jeff Kaufman]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Jeff Kaufman Context triple: [DevilDriver, hasFormerMember, Jeff Kaufman]
-
A.
Kurt Braunohler
Kurt Braunohler is an American comedian, actor, and podcaster known for his absurdist stand-up, television appearances, and roles in indie comedy films.
-
B.
Scott Alexander
Scott Alexander is an American screenwriter and producer best known for co-writing biographical films such as "Ed Wood," "The People vs. Larry Flynt," and "Man on the Moon."
-
C.
Scott Alexander
Scott Alexander is the pen name of an American psychiatrist and influential blogger best known for his long-form essays on psychology, rationality, politics, and culture on the blogs Slate Star Codex and Astral Codex Ten.
-
D.
David S. Kaufman
David S. Kaufman was a 19th-century Texas politician and statesman who served as a U.S. Congressman and played a significant role in the early political development of Texas.
-
E.
Eugene Borowitz
Eugene Borowitz was a prominent American Reform Jewish theologian and ethicist known for shaping contemporary Jewish thought, especially through his work on covenant theology and modern Jewish ethics.
- 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: Jeff Kaufman Triple: [DevilDriver, hasFormerMember, Jeff Kaufman]
Generated description
Jeff Kaufman is a musician best known for his past role as a member of the American groove metal band DevilDriver.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Jeff Kaufman Target entity description: Jeff Kaufman is a musician best known for his past role as a member of the American groove metal band DevilDriver.
-
A.
Kurt Braunohler
Kurt Braunohler is an American comedian, actor, and podcaster known for his absurdist stand-up, television appearances, and roles in indie comedy films.
-
B.
Scott Alexander
Scott Alexander is an American screenwriter and producer best known for co-writing biographical films such as "Ed Wood," "The People vs. Larry Flynt," and "Man on the Moon."
-
C.
Scott Alexander
Scott Alexander is the pen name of an American psychiatrist and influential blogger best known for his long-form essays on psychology, rationality, politics, and culture on the blogs Slate Star Codex and Astral Codex Ten.
-
D.
David S. Kaufman
David S. Kaufman was a 19th-century Texas politician and statesman who served as a U.S. Congressman and played a significant role in the early political development of Texas.
-
E.
Eugene Borowitz
Eugene Borowitz was a prominent American Reform Jewish theologian and ethicist known for shaping contemporary Jewish thought, especially through his work on covenant theology and modern Jewish ethics.
- 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_69e11e2db934819095556760c7d85e4d |
completed | April 16, 2026, 5:36 p.m. |
| NER | Named-entity recognition | batch_69f127a0afa881908318a4ebe211ca28 |
completed | April 28, 2026, 9:33 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a737195408190b9e180dbc7fd4b55 |
completed | May 18, 2026, 2:03 a.m. |
| NEDg | Description generation | batch_6a0a748c80b88190aaca0c0540c6f802 |
completed | May 18, 2026, 2:08 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a7539f3308190a1ff50ad7cf89545 |
completed | May 18, 2026, 2:11 a.m. |
Created at: April 16, 2026, 8:21 p.m.