Triple

T23275956
Position Surface form Disambiguated ID Type / Status
Subject University of Waterloo Faculty of Arts E588717 entity
Predicate hasProgram P178 FINISHED
Object Liberal Studies — NE NERFINISHED

How this triple was built (3 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: Liberal Studies | Statement: [University of Waterloo Faculty of Arts, hasProgram, Liberal Studies]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Liberal Studies
Context triple: [University of Waterloo Faculty of Arts, hasProgram, Liberal Studies]
  • A. Liberal Studies Program
    The Liberal Studies Program is an interdisciplinary academic unit within the University of Louisville’s College of Arts and Sciences that allows students to design individualized, cross-disciplinary courses of study.
  • B. Liberal Arts
    "Liberal Arts" is a 2012 romantic comedy-drama film about a college admissions officer who reconnects with his alma mater and develops a complicated relationship with a much younger student.
  • C. Liberal Arts and Sciences
    Liberal Arts and Sciences is an academic division that offers a broad curriculum in humanities, social sciences, natural sciences, and related disciplines to provide students with a well-rounded educational foundation.
  • D. School of Liberal Studies
    The School of Liberal Studies is an academic unit of Pandit Deendayal Energy University offering interdisciplinary undergraduate and postgraduate programs in the humanities, social sciences, and related fields.
  • E. School of Liberal Arts
    The School of Liberal Arts at Indiana University–Purdue University Indianapolis is an academic division offering undergraduate and graduate programs in the humanities and social sciences.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Liberal Studies
Target entity description: Liberal Studies is an interdisciplinary academic program that allows students to explore a broad range of subjects in the humanities and social sciences, emphasizing critical thinking and flexible, customizable study.
  • A. Liberal Studies Program
    The Liberal Studies Program is an interdisciplinary academic unit within the University of Louisville’s College of Arts and Sciences that allows students to design individualized, cross-disciplinary courses of study.
  • B. Liberal Arts
    "Liberal Arts" is a 2012 romantic comedy-drama film about a college admissions officer who reconnects with his alma mater and develops a complicated relationship with a much younger student.
  • C. Liberal Arts and Sciences
    Liberal Arts and Sciences is an academic division that offers a broad curriculum in humanities, social sciences, natural sciences, and related disciplines to provide students with a well-rounded educational foundation.
  • D. School of Liberal Studies
    The School of Liberal Studies is an academic unit of Pandit Deendayal Energy University offering interdisciplinary undergraduate and postgraduate programs in the humanities, social sciences, and related fields.
  • E. School of Liberal Arts
    The School of Liberal Arts at Indiana University–Purdue University Indianapolis is an academic division offering undergraduate and graduate programs in the humanities and social sciences.
  • F. None of above. chosen

Provenance (2 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_69e25d16e2c08190a291de254703129e completed April 17, 2026, 4:17 p.m.
NER Named-entity recognition batch_69f19577841481909acc17bb565bae5c completed April 29, 2026, 5:21 a.m.
Created at: April 17, 2026, 4:48 p.m.