Triple
T17166506
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Korn |
E416625
|
entity |
| Predicate | member |
P10
|
FINISHED |
| Object |
James "Munky" Shaffer
James "Munky" Shaffer is an American guitarist best known as a founding member and rhythm guitarist of the influential nu metal band Korn.
|
E1254187
|
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: James "Munky" Shaffer | Statement: [Korn, member, James "Munky" Shaffer]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: James "Munky" Shaffer Context triple: [Korn, member, James "Munky" Shaffer]
-
A.
Johnny Messner
Johnny Messner is an American actor known for his tough-guy roles in action films and television series such as "Tears of the Sun" and "Spartan."
-
B.
Matthew Shafer
Matthew Shafer is an American writer known for his work on the animated series "Cowboy Bebop" and related projects.
-
C.
Matthew Shafer
Matthew Shafer, better known by his stage name Uncle Kracker, is an American singer-songwriter and musician recognized for his blend of rock, country, and pop influences.
-
D.
Peter Paul Fix
Peter Paul Fix, better known as Paul Fix, was an American character actor recognized for his numerous supporting roles in Western films and television from the 1930s through the 1960s.
-
E.
Danny Troob
Danny Troob is an American orchestrator and composer best known for his extensive work on Disney animated films and Broadway musicals.
- 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: James "Munky" Shaffer Triple: [Korn, member, James "Munky" Shaffer]
Generated description
James "Munky" Shaffer is an American guitarist best known as a founding member and rhythm guitarist of the influential nu metal band Korn.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: James "Munky" Shaffer Target entity description: James "Munky" Shaffer is an American guitarist best known as a founding member and rhythm guitarist of the influential nu metal band Korn.
-
A.
Johnny Messner
Johnny Messner is an American actor known for his tough-guy roles in action films and television series such as "Tears of the Sun" and "Spartan."
-
B.
Matthew Shafer
Matthew Shafer is an American writer known for his work on the animated series "Cowboy Bebop" and related projects.
-
C.
Matthew Shafer
Matthew Shafer, better known by his stage name Uncle Kracker, is an American singer-songwriter and musician recognized for his blend of rock, country, and pop influences.
-
D.
Peter Paul Fix
Peter Paul Fix, better known as Paul Fix, was an American character actor recognized for his numerous supporting roles in Western films and television from the 1930s through the 1960s.
-
E.
Danny Troob
Danny Troob is an American orchestrator and composer best known for his extensive work on Disney animated films and Broadway musicals.
- 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_6a01483b827081909619ea691c4c0e1e |
completed | May 11, 2026, 3:08 a.m. |
| NEDg | Description generation | batch_6a014a2f8fec8190b1303967a76ceb63 |
completed | May 11, 2026, 3:17 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a014ab0be388190a6ce49cff469fe81 |
completed | May 11, 2026, 3:19 a.m. |
Created at: April 10, 2026, 5:37 a.m.