Triple
T4233055
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Quarterflash |
E94625
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
Brian David Willis
Brian David Willis is a musician best known as a member of the American rock band Quarterflash.
|
E443236
|
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: Brian David Willis | Statement: [Quarterflash, hasMember, Brian David Willis]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Brian David Willis Context triple: [Quarterflash, hasMember, Brian David Willis]
-
A.
Ray Wise
Ray Wise is an American character actor known for his versatile roles in film and television, including memorable performances in "Twin Peaks," "RoboCop," and numerous other genre and dramatic works.
-
B.
Michael Culver
Michael Culver is a British actor known for his character roles in film and television, including appearances in productions such as "A Passage to India" and "The Empire Strikes Back."
-
C.
Jeffrey Dean
Jeffrey Dean is a prominent American computer scientist and software engineer best known for his influential work on large-scale distributed systems and infrastructure at Google.
-
D.
Jon Hensley
Jon Hensley is an American actor best known for his long-running role as Holden Snyder on the soap opera "As the World Turns."
-
E.
Van Chancellor
Van Chancellor is a Hall of Fame basketball coach best known for leading the Houston Comets to four consecutive WNBA championships and for his long, successful career in women’s college and professional basketball.
- 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: Brian David Willis Triple: [Quarterflash, hasMember, Brian David Willis]
Generated description
Brian David Willis is a musician best known as a member of the American rock band Quarterflash.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Brian David Willis Target entity description: Brian David Willis is a musician best known as a member of the American rock band Quarterflash.
-
A.
Ray Wise
Ray Wise is an American character actor known for his versatile roles in film and television, including memorable performances in "Twin Peaks," "RoboCop," and numerous other genre and dramatic works.
-
B.
Michael Culver
Michael Culver is a British actor known for his character roles in film and television, including appearances in productions such as "A Passage to India" and "The Empire Strikes Back."
-
C.
Jeffrey Dean
Jeffrey Dean is a prominent American computer scientist and software engineer best known for his influential work on large-scale distributed systems and infrastructure at Google.
-
D.
Jon Hensley
Jon Hensley is an American actor best known for his long-running role as Holden Snyder on the soap opera "As the World Turns."
-
E.
Van Chancellor
Van Chancellor is a Hall of Fame basketball coach best known for leading the Houston Comets to four consecutive WNBA championships and for his long, successful career in women’s college and professional basketball.
- 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_69b34537cc6481909cd0a96acbb33ef7 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b34e65720c819087c4022c774ff7c3 |
completed | March 12, 2026, 11:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b63734dee08190a9c0e051a28d9177 |
completed | March 15, 2026, 4:36 a.m. |
| NEDg | Description generation | batch_69b637b12bcc8190b040927ba9a5b24f |
completed | March 15, 2026, 4:38 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b6383aecb081908c0dc402b8f4add5 |
completed | March 15, 2026, 4:40 a.m. |
Created at: March 12, 2026, 11:05 p.m.