Triple

T12803788
Position Surface form Disambiguated ID Type / Status
Subject Liberty University E306090 entity
Predicate founder P104 FINISHED
Object Elmer L. Towns
Elmer L. Towns is an American evangelical author, theologian, and educator best known as the co-founder and longtime academic leader of Liberty University.
E1512405 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: Elmer L. Towns | Statement: [Liberty University, founder, Elmer L. Towns]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Elmer L. Towns
Context triple: [Liberty University, founder, Elmer L. Towns]
  • A. Charles S. Hamlin
    Charles S. Hamlin was an American lawyer and public official who became the first chairman of the Federal Reserve Board, helping to establish the early framework of U.S. central banking policy.
  • B. Frank K. Edmondson
    Frank K. Edmondson was an American astronomer and educator known for his contributions to galactic structure studies and his influential role in advancing astronomy education and professional organizations in the United States.
  • C. Melvin P. Thorpe
    Melvin P. Thorpe is a flamboyant, moralizing television reporter and crusader who exposes the illegal brothel at the center of the musical comedy film "The Best Little Whorehouse in Texas."
  • D. William T. Purdy
    William T. Purdy was an American songwriter best known for composing the melody that became the University of Wisconsin–Madison’s iconic fight song.
  • E. Harry E. Edington
    Harry E. Edington was a Hollywood film producer active during the classic studio era, known for his work on notable dramas such as "Kitty Foyle."
  • 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: Elmer L. Towns
Triple: [Liberty University, founder, Elmer L. Towns]
Generated description
Elmer L. Towns is an American evangelical author, theologian, and educator best known as the co-founder and longtime academic leader of Liberty University.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Elmer L. Towns
Target entity description: Elmer L. Towns is an American evangelical author, theologian, and educator best known as the co-founder and longtime academic leader of Liberty University.
  • A. Charles S. Hamlin
    Charles S. Hamlin was an American lawyer and public official who became the first chairman of the Federal Reserve Board, helping to establish the early framework of U.S. central banking policy.
  • B. Frank K. Edmondson
    Frank K. Edmondson was an American astronomer and educator known for his contributions to galactic structure studies and his influential role in advancing astronomy education and professional organizations in the United States.
  • C. Melvin P. Thorpe
    Melvin P. Thorpe is a flamboyant, moralizing television reporter and crusader who exposes the illegal brothel at the center of the musical comedy film "The Best Little Whorehouse in Texas."
  • D. William T. Purdy
    William T. Purdy was an American songwriter best known for composing the melody that became the University of Wisconsin–Madison’s iconic fight song.
  • E. Harry E. Edington
    Harry E. Edington was a Hollywood film producer active during the classic studio era, known for his work on notable dramas such as "Kitty Foyle."
  • 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_69d7bdf366888190a8cccb982606889c completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d96e7e3be48190ba9159c9f1ac2ccd completed April 10, 2026, 9:41 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a6d6015e081909fea513c07e31ac4 completed May 18, 2026, 1:37 a.m.
NEDg Description generation batch_6a0a6ebd63888190a21c3d4907b5c38a completed May 18, 2026, 1:43 a.m.
NED2 Entity disambiguation (via description) batch_6a0a6f3de2e88190824c9cc266c7ee8c completed May 18, 2026, 1:45 a.m.
Created at: April 9, 2026, 5:30 p.m.