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.