Triple

T11588524
Position Surface form Disambiguated ID Type / Status
Subject Schoolcraft College E274814 entity
Predicate hasAcademicDivision P50 FINISHED
Object 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.
E935043 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: Liberal Arts and Sciences | Statement: [Schoolcraft College, hasAcademicDivision, Liberal Arts and Sciences]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Liberal Arts and Sciences
Context triple: [Schoolcraft College, hasAcademicDivision, Liberal Arts and Sciences]
  • A. 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.
  • B. Arts & Sciences
    Arts & Sciences is the liberal arts and sciences division of Washington University in St. Louis, encompassing a broad range of humanities, social sciences, and natural sciences programs.
  • C. Arts & Sciences
    Arts & Sciences is the liberal arts and sciences school of the College of William & Mary, offering a broad range of undergraduate and graduate programs across the humanities, social sciences, and natural sciences.
  • D. School of Liberal Arts
    The School of Liberal Arts is an academic division of Marist College that provides undergraduate and graduate programs in the humanities and social sciences.
  • E. School of Liberal Arts
    The School of Liberal Arts at Siena College is an academic division that offers programs in the humanities and social sciences, emphasizing critical thinking, ethical inquiry, and a broad-based liberal education.
  • 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: Liberal Arts and Sciences
Triple: [Schoolcraft College, hasAcademicDivision, Liberal Arts and Sciences]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Liberal Arts and Sciences
Target entity description: 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.
  • A. 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.
  • B. Arts & Sciences
    Arts & Sciences is the liberal arts and sciences division of Washington University in St. Louis, encompassing a broad range of humanities, social sciences, and natural sciences programs.
  • C. Arts & Sciences
    Arts & Sciences is the liberal arts and sciences school of the College of William & Mary, offering a broad range of undergraduate and graduate programs across the humanities, social sciences, and natural sciences.
  • D. School of Liberal Arts
    The School of Liberal Arts is an academic division of Marist College that provides undergraduate and graduate programs in the humanities and social sciences.
  • E. School of Liberal Arts
    The School of Liberal Arts at Siena College is an academic division that offers programs in the humanities and social sciences, emphasizing critical thinking, ethical inquiry, and a broad-based liberal education.
  • 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_69d6aae6b14c81908dc5a74bad7591f9 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d89463360c8190b91228c46bfe2e5f completed April 10, 2026, 6:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69e71451f1388190b72d7b755d198999 completed April 21, 2026, 6:08 a.m.
NEDg Description generation batch_69e720fb192881909c129f93c8b88f42 completed April 21, 2026, 7:02 a.m.
NED2 Entity disambiguation (via description) batch_69e7233efb6c81909dbf1aef080f5598 completed April 21, 2026, 7:11 a.m.
Created at: April 8, 2026, 9:38 p.m.