Triple
T24977
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | School of Arts and Sciences (University of Pennsylvania) |
E498
|
entity |
| Predicate | hasAcademicUnit |
P1488
|
FINISHED |
| Object | College of Arts and Sciences (University of Pennsylvania) |
E53
|
NE FINISHED |
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: College of Arts and Sciences (University of Pennsylvania) | Statement: [School of Arts and Sciences (University of Pennsylvania), hasAcademicUnit, College of Arts and Sciences (University of Pennsylvania)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: College of Arts and Sciences (University of Pennsylvania) Context triple: [School of Arts and Sciences (University of Pennsylvania), hasAcademicUnit, College of Arts and Sciences (University of Pennsylvania)]
-
A.
University of Pennsylvania
chosen
The University of Pennsylvania is a prestigious Ivy League research university in Philadelphia known for its strong programs across disciplines, including engineering, business, law, and medicine.
-
B.
Swarthmore College
Swarthmore College is a highly selective private liberal arts college in Swarthmore, Pennsylvania, known for its rigorous academics, Quaker heritage, and strong emphasis on social responsibility.
-
C.
Bryn Mawr College
Bryn Mawr College is a private liberal arts women’s college in Bryn Mawr, Pennsylvania, known for its rigorous academics and membership in the Seven Sisters.
-
D.
University of the Sciences in Philadelphia
The University of the Sciences in Philadelphia was a specialized private university known for its strong programs in pharmacy, health sciences, and related STEM fields.
-
E.
Drexel University
Drexel University is a private research university in Philadelphia known for its cooperative education (co-op) programs that integrate professional work experience with academic study.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasAcademicUnit Context triple: [School of Arts and Sciences (University of Pennsylvania), hasAcademicUnit, College of Arts and Sciences (University of Pennsylvania)]
-
A.
hasAcademicDepartment
Indicates that an institution or organization includes or is associated with a specific academic department.
-
B.
hasAcademicAffiliation
Indicates that an entity is formally associated with an academic institution, such as through employment, enrollment, or official collaboration.
-
C.
hasAcademicStaff
Indicates that an institution or organization employs or is associated with one or more academic staff members.
-
D.
hasFaculty
Indicates that an institution or department possesses or is associated with one or more faculty members.
-
E.
hasAcademicRank
Indicates that an entity holds a specific academic rank or title within an educational or research institution.
- 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_69a243b4ac2c8190b93c303df797b7b2 |
completed | Feb. 28, 2026, 1:24 a.m. |
| NER | Named-entity recognition | batch_69a246d794448190bb2844fcd0538eaa |
completed | Feb. 28, 2026, 1:37 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a34761406481908807a9849b747e42 |
completed | Feb. 28, 2026, 7:52 p.m. |
| PD | Predicate disambiguation | batch_69a24657635881908f3415bc1bdfa1b5 |
completed | Feb. 28, 2026, 1:35 a.m. |
| PDg | Predicate description generation | batch_69a246d6aca88190a86b7c41d497bacd |
completed | Feb. 28, 2026, 1:37 a.m. |
Created at: Feb. 28, 2026, 1:34 a.m.