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.