Triple

T2542131
Position Surface form Disambiguated ID Type / Status
Subject Miriam College E57807 entity
Predicate hasHigherEducationUnit P1488 FINISHED
Object College of Arts and Sciences
The College of Arts and Sciences is a higher education unit of Miriam College offering undergraduate and possibly graduate programs in the liberal arts, social sciences, and natural sciences.
E304257 NE FINISHED

How this triple was built (5 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: College of Arts and Sciences | Statement: [Miriam College, hasHigherEducationUnit, College of Arts and Sciences]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: College of Arts and Sciences
Context triple: [Miriam College, hasHigherEducationUnit, College of Arts and Sciences]
  • A. College of Arts and Sciences
    The College of Arts and Sciences is the University of Miami’s largest and most comprehensive academic division, offering a wide range of undergraduate and graduate programs in the humanities, social sciences, and natural sciences.
  • B. College of Arts and Sciences
    The College of Arts and Sciences at Marquette University is the institution’s primary liberal arts division, offering a broad range of undergraduate and graduate programs in the humanities, social sciences, and natural sciences.
  • C. College of Arts and Sciences
    The College of Arts and Sciences at the University of Washington is the university’s largest academic division, encompassing a broad range of humanities, social sciences, natural sciences, and arts programs.
  • D. College of Arts and Sciences
    The College of Arts and Sciences is the University of Oklahoma’s primary liberal arts college, offering a wide range of undergraduate and graduate programs in the humanities, social sciences, natural sciences, and interdisciplinary fields.
  • E. College of Arts and Sciences
    The College of Arts and Sciences is the University of Oregon’s largest academic division, encompassing a broad range of humanities, social sciences, and natural sciences programs for undergraduate and graduate students.
  • 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: College of Arts and Sciences
Triple: [Miriam College, hasHigherEducationUnit, College of Arts and Sciences]
Generated description
The College of Arts and Sciences is a higher education unit of Miriam College offering undergraduate and possibly graduate programs in the liberal arts, social sciences, and natural sciences.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: College of Arts and Sciences
Target entity description: The College of Arts and Sciences is a higher education unit of Miriam College offering undergraduate and possibly graduate programs in the liberal arts, social sciences, and natural sciences.
  • A. College of Arts and Sciences
    The College of Arts and Sciences is an academic division that offers a broad range of liberal arts, humanities, social sciences, and natural sciences programs within a university.
  • B. College of Arts and Sciences
    The College of Arts and Sciences is American University's primary liberal arts division, offering a wide range of undergraduate and graduate programs in the humanities, social sciences, arts, and natural sciences.
  • C. College of Arts and Sciences
    The College of Arts and Sciences is the primary liberal arts and sciences division of the University of Missouri–Kansas City, offering a wide range of undergraduate and graduate programs across the humanities, social sciences, and natural sciences.
  • D. College of Arts and Sciences
    The College of Arts and Sciences is Santa Clara University's primary liberal arts division, offering a broad range of undergraduate and graduate programs in the humanities, social sciences, natural sciences, and fine arts.
  • E. College of Arts and Sciences
    The College of Arts and Sciences at Marquette University is the institution’s primary liberal arts division, offering a broad range of undergraduate and graduate programs in the humanities, social sciences, and natural sciences.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasHigherEducationUnit
Context triple: [Miriam College, hasHigherEducationUnit, College of Arts and Sciences]
  • A. hasAcademicUnit chosen
    Indicates that an entity is associated with, or belongs to, a specific academic unit such as a department, school, or faculty within an educational institution.
  • B. hasCentralUniversityStatus
    Indicates that an institution holds the official designation or recognition as a central or nationally governed university.
  • C. containsEducationalInstitution
    Indicates that one entity geographically or administratively includes or encompasses an educational institution within its boundaries or structure.
  • D. hasDoctoralSchool
    Indicates that an individual or academic entity is affiliated with or obtained their doctoral education from a specific doctoral school or graduate institution.
  • E. hasTechnicalUniversity
    Indicates that a place or organization possesses or hosts a technical university as part of its institutions or infrastructure.
  • F. None of above.

Provenance (6 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_69ab4a5212d88190b989ce129f2ad87f completed March 6, 2026, 9:42 p.m.
NER Named-entity recognition batch_69abd2bd92f88190bf100c799f62210c completed March 7, 2026, 7:24 a.m.
NED1 Entity disambiguation (via context triple) batch_69afe88162bc81909db9a626747a2580 completed March 10, 2026, 9:46 a.m.
NEDg Description generation batch_69afe9679c8c8190bde4584320918f0e completed March 10, 2026, 9:50 a.m.
NED2 Entity disambiguation (via description) batch_69b00ed5eaf88190826c45cc1d7d0ed6 completed March 10, 2026, 12:30 p.m.
PD Predicate disambiguation batch_69abd0c63964819092d5f578195ae8dd completed March 7, 2026, 7:16 a.m.
Created at: March 6, 2026, 9:47 p.m.