Triple
T16076519
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | LINPACK |
E389991
|
entity |
| Predicate | developer |
P73
|
FINISHED |
| Object |
Gilbert Stewart
Gilbert Stewart is a computer scientist known for his role in developing the LINPACK numerical linear algebra software library.
|
E1192506
|
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: Gilbert Stewart | Statement: [LINPACK, developer, Gilbert Stewart]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gilbert Stewart Context triple: [LINPACK, developer, Gilbert Stewart]
-
A.
Gilbert Stewart
Gilbert Stewart is the son of the renowned American portrait painter Gilbert Stuart, best known for his iconic unfinished portrait of George Washington.
-
B.
John Gibbon
John Gibbon was a 19th-century United States Army officer and Civil War general who later played a key role in the Indian Wars, including campaigns against the Nez Perce.
-
C.
Brian Glover
Brian Glover was an English character actor, writer, and former professional wrestler known for his distinctive gravelly voice and memorable roles in film and television, including "Kes" and "Alien³."
-
D.
Grant Stuart
Grant Stuart was a screenwriter known for his work on the 1962 drama film "The Chapman Report."
-
E.
Lewis Clifford
Lewis Clifford is a relatively obscure individual whose primary recorded significance is sharing the surname associated with the Clifford family name.
- 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: Gilbert Stewart Triple: [LINPACK, developer, Gilbert Stewart]
Generated description
Gilbert Stewart is a computer scientist known for his role in developing the LINPACK numerical linear algebra software library.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gilbert Stewart Target entity description: Gilbert Stewart is a computer scientist known for his role in developing the LINPACK numerical linear algebra software library.
-
A.
Gilbert Stewart
Gilbert Stewart is the son of the renowned American portrait painter Gilbert Stuart, best known for his iconic unfinished portrait of George Washington.
-
B.
John Gibbon
John Gibbon was a 19th-century United States Army officer and Civil War general who later played a key role in the Indian Wars, including campaigns against the Nez Perce.
-
C.
Brian Glover
Brian Glover was an English character actor, writer, and former professional wrestler known for his distinctive gravelly voice and memorable roles in film and television, including "Kes" and "Alien³."
-
D.
Grant Stuart
Grant Stuart was a screenwriter known for his work on the 1962 drama film "The Chapman Report."
-
E.
Lewis Clifford
Lewis Clifford is a relatively obscure individual whose primary recorded significance is sharing the surname associated with the Clifford family name.
- 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.