Triple
T16076518
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | LINPACK |
E389991
|
entity |
| Predicate | developer |
P73
|
FINISHED |
| Object |
Jim Bunch
Jim Bunch is a computer scientist known for his contributions to numerical linear algebra and his role in developing the LINPACK software library.
|
E1192505
|
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: Jim Bunch | Statement: [LINPACK, developer, Jim Bunch]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Jim Bunch Context triple: [LINPACK, developer, Jim Bunch]
-
A.
Butch Coolidge
Butch Coolidge is a tough, aging boxer in the film "Pulp Fiction" who becomes entangled in a violent series of events after double-crossing a crime boss.
-
B.
Ron Gilmore
Ron Gilmore is a music producer best known for his work on J. Cole’s critically acclaimed album "2014 Forest Hills Drive."
-
C.
Lonnie Byers
Lonnie Byers is a minor character in the TV series "Stranger Things," known as the neglectful and self-centered estranged father of Will and Jonathan Byers.
-
D.
Buck Houghton
Buck Houghton was an American television producer best known for his work on the original series of The Twilight Zone.
-
E.
Jim Barnhill
Jim Barnhill was an American football official best known for serving as a referee in the American Football League during the 1960s.
- 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: Jim Bunch Triple: [LINPACK, developer, Jim Bunch]
Generated description
Jim Bunch is a computer scientist known for his contributions to numerical linear algebra and his role in developing the LINPACK software library.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Jim Bunch Target entity description: Jim Bunch is a computer scientist known for his contributions to numerical linear algebra and his role in developing the LINPACK software library.
-
A.
Butch Coolidge
Butch Coolidge is a tough, aging boxer in the film "Pulp Fiction" who becomes entangled in a violent series of events after double-crossing a crime boss.
-
B.
Ron Gilmore
Ron Gilmore is a music producer best known for his work on J. Cole’s critically acclaimed album "2014 Forest Hills Drive."
-
C.
Lonnie Byers
Lonnie Byers is a minor character in the TV series "Stranger Things," known as the neglectful and self-centered estranged father of Will and Jonathan Byers.
-
D.
Buck Houghton
Buck Houghton was an American television producer best known for his work on the original series of The Twilight Zone.
-
E.
Jim Barnhill
Jim Barnhill was an American football official best known for serving as a referee in the American Football League during the 1960s.
- 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_69d86daf32ec8190a8c0466c8f49c3c0 |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e183c27aac81909c56d200c0c51a0c |
completed | April 17, 2026, 12:50 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffe48907148190ab04520717141788 |
completed | May 10, 2026, 1:51 a.m. |
| NEDg | Description generation | batch_69ffe67043588190864864d40956682b |
completed | May 10, 2026, 1:59 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ffe6f510cc8190b6b8c46c0356d36a |
completed | May 10, 2026, 2:01 a.m. |
Created at: April 10, 2026, 4:57 a.m.