Triple

T4684004
Position Surface form Disambiguated ID Type / Status
Subject University of South Alabama E103873 entity
Predicate president P8 FINISHED
Object Jo Bonner
Jo Bonner is an American politician and former U.S. Representative from Alabama who later transitioned into academic leadership and became president of the University of South Alabama.
E460497 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: Jo Bonner | Statement: [University of South Alabama, president, Jo Bonner]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Jo Bonner
Context triple: [University of South Alabama, president, Jo Bonner]
  • A. Sam Nunn
    Sam Nunn is a former United States Senator from Georgia known for his influential work on national security, defense policy, and nuclear nonproliferation.
  • B. Allen J. Ellender
    Allen J. Ellender was a long-serving Democratic U.S. Senator from Louisiana known for his influential roles in congressional leadership and appropriations during the mid-20th century.
  • C. Joseph W. Byrns
    Joseph W. Byrns was an American Democratic politician from Tennessee who served as Speaker of the U.S. House of Representatives in the mid-1930s.
  • D. Bill Hagerty
    Bill Hagerty is a Republican politician and former U.S. ambassador to Japan who serves as a United States Senator from Tennessee.
  • E. Dan Boren
    Dan Boren is an American politician and former U.S. Representative from Oklahoma, known for his centrist Democratic positions and service in a prominent political family.
  • 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: Jo Bonner
Triple: [University of South Alabama, president, Jo Bonner]
Generated description
Jo Bonner is an American politician and former U.S. Representative from Alabama who later transitioned into academic leadership and became president of the University of South Alabama.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Jo Bonner
Target entity description: Jo Bonner is an American politician and former U.S. Representative from Alabama who later transitioned into academic leadership and became president of the University of South Alabama.
  • A. Sam Nunn
    Sam Nunn is a former United States Senator from Georgia known for his influential work on national security, defense policy, and nuclear nonproliferation.
  • B. Allen J. Ellender
    Allen J. Ellender was a long-serving Democratic U.S. Senator from Louisiana known for his influential roles in congressional leadership and appropriations during the mid-20th century.
  • C. Joseph W. Byrns
    Joseph W. Byrns was an American Democratic politician from Tennessee who served as Speaker of the U.S. House of Representatives in the mid-1930s.
  • D. Bill Hagerty
    Bill Hagerty is a Republican politician and former U.S. ambassador to Japan who serves as a United States Senator from Tennessee.
  • E. Dan Boren
    Dan Boren is an American politician and former U.S. Representative from Oklahoma, known for his centrist Democratic positions and service in a prominent political family.
  • 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_69bd43debbf08190b4bc372e286ec234 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd638130a08190876c5829c0488758 completed March 20, 2026, 3:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69be03b07664819097d959fde1b0585b completed March 21, 2026, 2:34 a.m.
NEDg Description generation batch_69be04dc48b08190947cde715f87a4d0 completed March 21, 2026, 2:39 a.m.
NED2 Entity disambiguation (via description) batch_69be05742e248190bb0e846189dfcfb5 completed March 21, 2026, 2:41 a.m.
Created at: March 20, 2026, 1:16 p.m.