Triple

T2825
Position Surface form Disambiguated ID Type / Status
Subject University of Pennsylvania E53 entity
Predicate hasAcademicDivision P50 FINISHED
Object School of Arts and Sciences
The School of Arts and Sciences at the University of Pennsylvania is the institution’s primary liberal arts division, encompassing a wide range of humanities, social sciences, and natural sciences programs for undergraduate and graduate students.
E498 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: School of Arts and Sciences | Statement: [University of Pennsylvania, hasAcademicDivision, School of Arts and Sciences]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: School of Arts and Sciences
Context triple: [University of Pennsylvania, hasAcademicDivision, School of Arts and Sciences]
  • A. School of Humanities, Arts, and Social Sciences
    The School of Humanities, Arts, and Social Sciences is MIT’s division dedicated to research and education in fields such as literature, philosophy, economics, political science, linguistics, music, and related disciplines that complement the institute’s strong focus on science and engineering.
  • B. Faculty of Humanities
    The Faculty of Humanities at the University of Manchester is an academic division encompassing disciplines such as arts, social sciences, business, and related fields.
  • C. Graduate School of Education
    The Graduate School of Education at the University of Pennsylvania is a leading institution for research and advanced training in education, preparing scholars, policymakers, and practitioners to improve teaching and learning worldwide.
  • D. Sheffield Scientific School
    Sheffield Scientific School was Yale University's pioneering science and engineering school, instrumental in advancing scientific and technical education in the United States during the late 19th and early 20th centuries.
  • E. School of Social Policy & Practice
    The School of Social Policy & Practice is a graduate professional school at the University of Pennsylvania focused on social work, social policy, nonprofit leadership, and social justice.
  • 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: School of Arts and Sciences
Triple: [University of Pennsylvania, hasAcademicDivision, School of Arts and Sciences]
Generated description
The School of Arts and Sciences at the University of Pennsylvania is the institution’s primary liberal arts division, encompassing a wide range of humanities, social sciences, and natural sciences programs for undergraduate and graduate students.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: School of Arts and Sciences
Target entity description: The School of Arts and Sciences at the University of Pennsylvania is the institution’s primary liberal arts division, encompassing a wide range of humanities, social sciences, and natural sciences programs for undergraduate and graduate students.
  • A. School of Humanities, Arts, and Social Sciences
    The School of Humanities, Arts, and Social Sciences is MIT’s division dedicated to research and education in fields such as literature, philosophy, economics, political science, linguistics, music, and related disciplines that complement the institute’s strong focus on science and engineering.
  • B. Faculty of Humanities
    The Faculty of Humanities at the University of Manchester is an academic division encompassing disciplines such as arts, social sciences, business, and related fields.
  • C. Graduate School of Education
    The Graduate School of Education at the University of Pennsylvania is a leading institution for research and advanced training in education, preparing scholars, policymakers, and practitioners to improve teaching and learning worldwide.
  • D. Sheffield Scientific School
    Sheffield Scientific School was Yale University's pioneering science and engineering school, instrumental in advancing scientific and technical education in the United States during the late 19th and early 20th centuries.
  • E. School of Social Policy & Practice
    The School of Social Policy & Practice is a graduate professional school at the University of Pennsylvania focused on social work, social policy, nonprofit leadership, and social justice.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasAcademicDivision
Context triple: [University of Pennsylvania, hasAcademicDivision, School of Arts and Sciences]
  • A. hasAcademicStaff
    Indicates that an institution or organization employs or is associated with one or more academic staff members.
  • B. hasFaculty
    Indicates that an institution or department possesses or is associated with one or more faculty members.
  • C. hasAcademicRank
    Indicates that an entity holds a specific academic rank or title within an educational or research institution.
  • D. academicStructure chosen
    Indicates a hierarchical or organizational relationship within an academic system, such as how programs, departments, courses, or degrees are structured and related to one another.
  • E. academicAdvisor
    Indicates that one entity serves as the academic advisor, providing formal guidance and oversight on academic matters, to another entity.
  • 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_69a22e0d37588190897cf37a323013f5 completed Feb. 27, 2026, 11:51 p.m.
NER Named-entity recognition batch_69a2346846608190b6b40d31f1dbd685 completed Feb. 28, 2026, 12:18 a.m.
NED1 Entity disambiguation (via context triple) batch_69a23d860c2881909010e0310acaf10f completed Feb. 28, 2026, 12:57 a.m.
NEDg Description generation batch_69a23ffe6b4081908f9d04b169a7bed8 completed Feb. 28, 2026, 1:08 a.m.
NED2 Entity disambiguation (via description) batch_69a2406bedd081909e8704cef5ab08dd completed Feb. 28, 2026, 1:10 a.m.
PD Predicate disambiguation batch_69a233c396ec8190986608d07fb251d4 completed Feb. 28, 2026, 12:16 a.m.
Created at: Feb. 27, 2026, 11:55 p.m.