Triple
T17166918
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Biohazard |
E416631
|
entity |
| Predicate | member |
P10
|
FINISHED |
| Object |
Danny Schuler
Danny Schuler is a musician best known as a member and drummer of the American heavy metal band Biohazard.
|
E1316421
|
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: Danny Schuler | Statement: [Biohazard, member, Danny Schuler]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Danny Schuler Context triple: [Biohazard, member, Danny Schuler]
-
A.
Danny Weinkauf
Danny Weinkauf is an American bassist and songwriter best known for his long-time work with the band They Might Be Giants and his Grammy-winning contributions to children's music.
-
B.
Eric Meyhofer
Eric Meyhofer is a technology executive best known for leading Uber’s self-driving car efforts as head of the Uber Advanced Technologies Group.
-
C.
Josh Scherr
Josh Scherr is a video game writer and narrative designer best known for his work on Naughty Dog titles, including the Uncharted series.
-
D.
Danny Leiner
Danny Leiner was an American film and television director best known for his work on stoner comedies such as "Dude, Where's My Car?" and "Harold & Kumar Go to White Castle."
-
E.
Jon Schneck
Jon Schneck is an American guitarist and multi-instrumentalist best known for his work with the Christian rock band Relient K.
- 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: Danny Schuler Triple: [Biohazard, member, Danny Schuler]
Generated description
Danny Schuler is a musician best known as a member and drummer of the American heavy metal band Biohazard.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Danny Schuler Target entity description: Danny Schuler is a musician best known as a member and drummer of the American heavy metal band Biohazard.
-
A.
Danny Weinkauf
Danny Weinkauf is an American bassist and songwriter best known for his long-time work with the band They Might Be Giants and his Grammy-winning contributions to children's music.
-
B.
Eric Meyhofer
Eric Meyhofer is a technology executive best known for leading Uber’s self-driving car efforts as head of the Uber Advanced Technologies Group.
-
C.
Josh Scherr
Josh Scherr is a video game writer and narrative designer best known for his work on Naughty Dog titles, including the Uncharted series.
-
D.
Danny Leiner
Danny Leiner was an American film and television director best known for his work on stoner comedies such as "Dude, Where's My Car?" and "Harold & Kumar Go to White Castle."
-
E.
Jon Schneck
Jon Schneck is an American guitarist and multi-instrumentalist best known for his work with the Christian rock band Relient K.
- 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_6a03bb3f07d0819085c04218705708fc |
completed | May 12, 2026, 11:43 p.m. |
| NEDg | Description generation | batch_6a03bbe8e5148190ac3f0c247455cac0 |
completed | May 12, 2026, 11:46 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a03bc66f81c8190bd47405d92e6547e |
completed | May 12, 2026, 11:48 p.m. |
Created at: April 10, 2026, 5:37 a.m.