Triple
T16436390
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Vandenberg |
E399188
|
entity |
| Predicate | roleOfMember |
P268
|
FINISHED |
| Object |
Koen Herfst, drums
Koen Herfst is a Dutch rock and metal drummer known for his powerful playing and work with bands such as Vandenberg and Armin van Buuren’s live projects.
|
E1214124
|
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: Koen Herfst, drums | Statement: [Vandenberg, roleOfMember, Koen Herfst, drums]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Koen Herfst, drums Context triple: [Vandenberg, roleOfMember, Koen Herfst, drums]
-
A.
Chris Herold – drums
Chris Herold is the drummer for the band Kingfish, contributing percussion and rhythmic backing to their performances and recordings.
-
B.
Eric Fawcett – drums
Eric Fawcett is a drummer best known for his work with the American pop/rock band Spymob.
-
C.
Aaron Cometbus (drums)
Aaron Cometbus is an American punk drummer, writer, and zine publisher best known for his long-running fanzine "Cometbus" and involvement in numerous East Bay punk bands.
-
D.
drums (Anton Fig)
Drums (Anton Fig) refers to the dynamic drumming style and performances of Anton Fig, best known as the longtime drummer for David Letterman’s house band, often called “The World’s Most Dangerous Band.”
-
E.
Brian Downey (drummer)
Brian Downey is an Irish drummer best known as a founding member of the hard rock band Thin Lizzy.
- 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: Koen Herfst, drums Triple: [Vandenberg, roleOfMember, Koen Herfst, drums]
Generated description
Koen Herfst is a Dutch rock and metal drummer known for his powerful playing and work with bands such as Vandenberg and Armin van Buuren’s live projects.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Koen Herfst, drums Target entity description: Koen Herfst is a Dutch rock and metal drummer known for his powerful playing and work with bands such as Vandenberg and Armin van Buuren’s live projects.
-
A.
Chris Herold – drums
Chris Herold is the drummer for the band Kingfish, contributing percussion and rhythmic backing to their performances and recordings.
-
B.
Eric Fawcett – drums
Eric Fawcett is a drummer best known for his work with the American pop/rock band Spymob.
-
C.
Aaron Cometbus (drums)
Aaron Cometbus is an American punk drummer, writer, and zine publisher best known for his long-running fanzine "Cometbus" and involvement in numerous East Bay punk bands.
-
D.
drums (Anton Fig)
Drums (Anton Fig) refers to the dynamic drumming style and performances of Anton Fig, best known as the longtime drummer for David Letterman’s house band, often called “The World’s Most Dangerous Band.”
-
E.
Brian Downey (drummer)
Brian Downey is an Irish drummer best known as a founding member of the hard rock band Thin Lizzy.
- 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_69d87f2c6778819080fcfae53be8f12a |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e32ba224988190b7cccc42f35e54de |
completed | April 18, 2026, 6:58 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0045893c5481909e5ffa9460dc5b3d |
completed | May 10, 2026, 8:44 a.m. |
| NEDg | Description generation | batch_6a0049a7079881909d6edc17aa80536c |
completed | May 10, 2026, 9:02 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a004aba97348190870f366bf9364761 |
completed | May 10, 2026, 9:07 a.m. |
Created at: April 10, 2026, 5:10 a.m.