Triple
T4226238
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Clemson University |
E94464
|
entity |
| Predicate | president |
P8
|
FINISHED |
| Object |
James P. Clements
James P. Clements is an American academic administrator who serves as the president of Clemson University, overseeing its strategic growth and institutional development.
|
E526937
|
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: James P. Clements | Statement: [Clemson University, president, James P. Clements]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: James P. Clements Context triple: [Clemson University, president, James P. Clements]
-
A.
Thomas E. Ackerman
Thomas E. Ackerman is an American cinematographer known for his work on popular films including the dark comedy-fantasy "Beetlejuice."
-
B.
Timothy L. Pflueger
Timothy L. Pflueger was a prominent American architect known for his influential Art Deco and Moderne designs in the San Francisco Bay Area, including major theaters, skyscrapers, and civic projects.
-
C.
Robert J. Lovero
Robert J. Lovero is an American politician who has served as the longtime mayor and civic leader of Berwyn, Illinois.
-
D.
Daniel W. Carmichael
Daniel W. Carmichael was a notable individual significant enough in his community or field to have a place or institution named in his honor.
-
E.
James A. Abrahamson
James A. Abrahamson is a retired U.S. Air Force lieutenant general and aerospace engineer best known for directing NASA’s Space Shuttle program and leading the Strategic Defense Initiative Organization in the 1980s.
- 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: James P. Clements Triple: [Clemson University, president, James P. Clements]
Generated description
James P. Clements is an American academic administrator who serves as the president of Clemson University, overseeing its strategic growth and institutional development.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: James P. Clements Target entity description: James P. Clements is an American academic administrator who serves as the president of Clemson University, overseeing its strategic growth and institutional development.
-
A.
Thomas E. Ackerman
Thomas E. Ackerman is an American cinematographer known for his work on popular films including the dark comedy-fantasy "Beetlejuice."
-
B.
Timothy L. Pflueger
Timothy L. Pflueger was a prominent American architect known for his influential Art Deco and Moderne designs in the San Francisco Bay Area, including major theaters, skyscrapers, and civic projects.
-
C.
Robert J. Lovero
Robert J. Lovero is an American politician who has served as the longtime mayor and civic leader of Berwyn, Illinois.
-
D.
Daniel W. Carmichael
Daniel W. Carmichael was a notable individual significant enough in his community or field to have a place or institution named in his honor.
-
E.
James A. Abrahamson
James A. Abrahamson is a retired U.S. Air Force lieutenant general and aerospace engineer best known for directing NASA’s Space Shuttle program and leading the Strategic Defense Initiative Organization in the 1980s.
- 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_69b3453700a08190ae88792e3dc63207 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b34e4ed34c819081d1479ce87cd78c |
completed | March 12, 2026, 11:37 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bfce9ced708190b3ed8f9708c6f519 |
completed | March 22, 2026, 11:12 a.m. |
| NEDg | Description generation | batch_69bfcf57ab108190a51e6fdd53b3f557 |
completed | March 22, 2026, 11:15 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bfcfe331808190959ee32bae1b0bf1 |
completed | March 22, 2026, 11:17 a.m. |
Created at: March 12, 2026, 11:04 p.m.