Triple

T14975356
Position Surface form Disambiguated ID Type / Status
Subject John Seigenthaler E373431 entity
Predicate educatedAt P5 FINISHED
Object University of Louisville (attended, non-graduate program) E102304 NE FINISHED

How this triple was built (2 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: University of Louisville (attended, non-graduate program) | Statement: [John Seigenthaler, educatedAt, University of Louisville (attended, non-graduate program)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: University of Louisville (attended, non-graduate program)
Context triple: [John Seigenthaler, educatedAt, University of Louisville (attended, non-graduate program)]
  • A. College of Arts and Sciences, University of Louisville
    The College of Arts and Sciences at the University of Louisville is the university’s largest and most diverse academic unit, encompassing a wide range of humanities, social sciences, and natural sciences programs and serving as a central hub for interdisciplinary education and research.
  • B. College of Education and Human Development, University of Louisville
    The College of Education and Human Development at the University of Louisville is an academic unit focused on preparing educators, counselors, and human development professionals through teaching, research, and community engagement.
  • C. University of Louisville chosen
    The University of Louisville is a public research university in Louisville, Kentucky, known for its strong academic programs and prominent NCAA Division I athletics.
  • D. Louisville Municipal College
    Louisville Municipal College was a historically Black liberal arts college in Louisville, Kentucky, that operated as the African American branch of the University of Louisville during the era of segregation.
  • E. Spalding University
    Spalding University is a private Catholic university in downtown Louisville, Kentucky, known for its flexible, accelerated academic programs and strong focus on service and social justice.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69d85ccbbcd48190acb56e7cf104d8ad completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69ded6e8733081908e06b53746eb6eb6 completed April 15, 2026, 12:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69fe8beac05c8190bf19ec8bd1eab2d8 completed May 9, 2026, 1:20 a.m.
Created at: April 10, 2026, 2:51 a.m.