Triple

T605402
Position Surface form Disambiguated ID Type / Status
Subject University of Wisconsin–Madison E11582 entity
Predicate hasNotableFaculty P141 FINISHED
Object E. B. Fred
E. B. Fred was an American bacteriologist and influential university administrator who served as president of the University of Wisconsin–Madison and made significant contributions to agricultural microbiology.
E83875 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: E. B. Fred | Statement: [University of Wisconsin–Madison, hasNotableFaculty, E. B. Fred]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: E. B. Fred
Context triple: [University of Wisconsin–Madison, hasNotableFaculty, E. B. Fred]
  • A. H. G. Balcom
    H. G. Balcom was a structural engineer best known for his role in designing and overseeing the framework of major skyscrapers in the early 20th century, including the Empire State Building.
  • B. E. D. Nixon
    E. D. Nixon was an African American civil rights leader and NAACP organizer in Montgomery, Alabama, who played a key role in initiating and organizing the Montgomery bus boycott.
  • C. A. H. Johnson
    A. H. Johnson was one of the climbers credited with making the first recorded ascent of Mount Whitney, the highest peak in the contiguous United States.
  • D. T.S. Nowlin
    T.S. Nowlin is an American screenwriter best known for his work on major science fiction and action films, including entries in the Maze Runner series and other blockbuster franchises.
  • E. Charles Moore
    Charles Moore was an influential American postmodern architect and educator known for his playful, human-centered public spaces and landmark designs such as the Piazza d'Italia and Sea Ranch.
  • 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: E. B. Fred
Triple: [University of Wisconsin–Madison, hasNotableFaculty, E. B. Fred]
Generated description
E. B. Fred was an American bacteriologist and influential university administrator who served as president of the University of Wisconsin–Madison and made significant contributions to agricultural microbiology.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: E. B. Fred
Target entity description: E. B. Fred was an American bacteriologist and influential university administrator who served as president of the University of Wisconsin–Madison and made significant contributions to agricultural microbiology.
  • A. H. G. Balcom
    H. G. Balcom was a structural engineer best known for his role in designing and overseeing the framework of major skyscrapers in the early 20th century, including the Empire State Building.
  • B. E. D. Nixon
    E. D. Nixon was an African American civil rights leader and NAACP organizer in Montgomery, Alabama, who played a key role in initiating and organizing the Montgomery bus boycott.
  • C. A. H. Johnson
    A. H. Johnson was one of the climbers credited with making the first recorded ascent of Mount Whitney, the highest peak in the contiguous United States.
  • D. T.S. Nowlin
    T.S. Nowlin is an American screenwriter best known for his work on major science fiction and action films, including entries in the Maze Runner series and other blockbuster franchises.
  • E. Charles Moore
    Charles Moore was an influential American postmodern architect and educator known for his playful, human-centered public spaces and landmark designs such as the Piazza d'Italia and Sea Ranch.
  • 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_69a4932779b881908688590d59c71900 completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a49dc7d88c81909fe493ac57fd784e completed March 1, 2026, 8:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69a5dc8ff78c8190954d33f9e4556cca completed March 2, 2026, 6:53 p.m.
NEDg Description generation batch_69a5de26ff1081908a60b55a1deab804 completed March 2, 2026, 6:59 p.m.
NED2 Entity disambiguation (via description) batch_69a5ff1ac6f481909915fd5b2e648558 completed March 2, 2026, 9:20 p.m.
Created at: March 1, 2026, 7:35 p.m.