Triple
T12785435
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shiley-Marcos School of Engineering |
E305612
|
entity |
| Predicate | namedAfter |
P63
|
FINISHED |
| Object |
Donald P. Shiley
Donald P. Shiley was an American engineer and medical device inventor best known for co-inventing the Bjork–Shiley prosthetic heart valve and for his major philanthropic contributions to engineering and medical education.
|
E1003487
|
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: Donald P. Shiley | Statement: [Shiley-Marcos School of Engineering, namedAfter, Donald P. Shiley]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Donald P. Shiley Context triple: [Shiley-Marcos School of Engineering, namedAfter, Donald P. Shiley]
-
A.
Walter H. Maurer
Walter H. Maurer is an American scholar of Sanskrit and South Asian studies, known for his work on Vedic literature and Hindu religious texts.
-
B.
James E. Rogers
James E. Rogers was an American businessman and philanthropist best known for his leadership in the cable television industry and his substantial charitable contributions to higher education.
-
C.
Donald Bren
Donald Bren is an American billionaire real estate developer and philanthropist, best known as the chairman and principal owner of the Irvine Company.
-
D.
John D. Feeley
John D. Feeley is an American diplomat and former U.S. Marine Corps officer who served as the United States Ambassador to Panama.
-
E.
Donald R. Seawell
Donald R. Seawell was an American attorney, theatrical producer, and arts patron best known for his influential role in developing Denver’s cultural landscape.
- 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: Donald P. Shiley Triple: [Shiley-Marcos School of Engineering, namedAfter, Donald P. Shiley]
Generated description
Donald P. Shiley was an American engineer and medical device inventor best known for co-inventing the Bjork–Shiley prosthetic heart valve and for his major philanthropic contributions to engineering and medical education.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Donald P. Shiley Target entity description: Donald P. Shiley was an American engineer and medical device inventor best known for co-inventing the Bjork–Shiley prosthetic heart valve and for his major philanthropic contributions to engineering and medical education.
-
A.
Walter H. Maurer
Walter H. Maurer is an American scholar of Sanskrit and South Asian studies, known for his work on Vedic literature and Hindu religious texts.
-
B.
James E. Rogers
James E. Rogers was an American businessman and philanthropist best known for his leadership in the cable television industry and his substantial charitable contributions to higher education.
-
C.
Donald Bren
Donald Bren is an American billionaire real estate developer and philanthropist, best known as the chairman and principal owner of the Irvine Company.
-
D.
John D. Feeley
John D. Feeley is an American diplomat and former U.S. Marine Corps officer who served as the United States Ambassador to Panama.
-
E.
Donald R. Seawell
Donald R. Seawell was an American attorney, theatrical producer, and arts patron best known for his influential role in developing Denver’s cultural landscape.
- 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_69d7bdf2b43c819098ae5aa68e61ea58 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d96e5cb3c08190b8e1e22de8b96e17 |
completed | April 10, 2026, 9:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6850703948190984acf9e434cd2a7 |
completed | May 2, 2026, 11:13 p.m. |
| NEDg | Description generation | batch_69f685dc63f48190bb68f9859e99e3b4 |
completed | May 2, 2026, 11:16 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f68a92226881909600555332c2c370 |
completed | May 2, 2026, 11:36 p.m. |
Created at: April 9, 2026, 5:29 p.m.