Triple
T20587050
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Big Bad Voodoo Daddy |
E505814
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
Dirk Shumaker
Dirk Shumaker is an American musician best known as the bassist for the contemporary swing revival band Big Bad Voodoo Daddy.
|
E1438099
|
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: Dirk Shumaker | Statement: [Big Bad Voodoo Daddy, hasMember, Dirk Shumaker]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dirk Shumaker Context triple: [Big Bad Voodoo Daddy, hasMember, Dirk Shumaker]
-
A.
Brian Bockrath
Brian Bockrath is a television producer best known for his executive production work on the post-apocalyptic horror drama series The Walking Dead: Dead City.
-
B.
Shane Kuhn
Shane Kuhn is an American screenwriter and novelist best known for his work in action and genre films as well as his thriller novels like "The Intern's Handbook."
-
C.
Ben Rickert
Ben Rickert is a retired, risk-averse trader in the film "The Big Short" who reluctantly helps a small investment team profit from the impending collapse of the U.S. housing market.
-
D.
Gary Dornhoefer
Gary Dornhoefer is a former Canadian right winger best known for his gritty play and clutch scoring with the Philadelphia Flyers during their "Broad Street Bullies" era in the 1970s.
-
E.
Trent Baalke
Trent Baalke is an American football executive best known for his tenure as an NFL general manager, including leading front offices for multiple franchises.
- 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: Dirk Shumaker Triple: [Big Bad Voodoo Daddy, hasMember, Dirk Shumaker]
Generated description
Dirk Shumaker is an American musician best known as the bassist for the contemporary swing revival band Big Bad Voodoo Daddy.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Dirk Shumaker Target entity description: Dirk Shumaker is an American musician best known as the bassist for the contemporary swing revival band Big Bad Voodoo Daddy.
-
A.
Brian Bockrath
Brian Bockrath is a television producer best known for his executive production work on the post-apocalyptic horror drama series The Walking Dead: Dead City.
-
B.
Shane Kuhn
Shane Kuhn is an American screenwriter and novelist best known for his work in action and genre films as well as his thriller novels like "The Intern's Handbook."
-
C.
Ben Rickert
Ben Rickert is a retired, risk-averse trader in the film "The Big Short" who reluctantly helps a small investment team profit from the impending collapse of the U.S. housing market.
-
D.
Gary Dornhoefer
Gary Dornhoefer is a former Canadian right winger best known for his gritty play and clutch scoring with the Philadelphia Flyers during their "Broad Street Bullies" era in the 1970s.
-
E.
Trent Baalke
Trent Baalke is an American football executive best known for his tenure as an NFL general manager, including leading front offices for multiple franchises.
- 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_69e0b4b9669c8190b8e81fc72817d42c |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e6a977fb18819085fee5cf5d45c1b0 |
completed | April 20, 2026, 10:32 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a08acf0a968819082b06b0fdc6a6ee5 |
completed | May 16, 2026, 5:44 p.m. |
| NEDg | Description generation | batch_6a08ad559464819089921d7a7e04bb57 |
completed | May 16, 2026, 5:45 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a08add9f570819080d8baf1af34201e |
completed | May 16, 2026, 5:48 p.m. |
Created at: April 16, 2026, 11:40 a.m.