Triple
T23150157
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Temple University faculty |
E578300
|
entity |
| Predicate | associatedWith |
P37
|
FINISHED |
| Object |
Temple University Graduate School
Temple University Graduate School is the division of Temple University that oversees its advanced degree programs, research training, and academic standards for graduate education.
|
E23156
|
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: Temple University Graduate School | Statement: [Temple University faculty, associatedWith, Temple University Graduate School]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Temple University Graduate School Context triple: [Temple University faculty, associatedWith, Temple University Graduate School]
-
A.
Temple University
Temple University is a major public research university based in Philadelphia, Pennsylvania, known for its diverse student body and strong programs in fields such as business, law, medicine, and the arts.
-
B.
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.
-
C.
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.
-
D.
Temple University Libraries
Temple University Libraries is the library system of Temple University, providing research resources, services, and spaces across the university’s campuses.
-
E.
Thomas Jefferson University
Thomas Jefferson University is a private research university in Philadelphia known for its strong programs in health sciences, medicine, and design.
- 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: Temple University Graduate School Triple: [Temple University faculty, associatedWith, Temple University Graduate School]
Generated description
Temple University Graduate School is the division of Temple University that oversees its advanced degree programs, research training, and academic standards for graduate education.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Temple University Graduate School Target entity description: Temple University Graduate School is the division of Temple University that oversees its advanced degree programs, research training, and academic standards for graduate education.
-
A.
Temple University
chosen
Temple University is a major public research university based in Philadelphia, Pennsylvania, known for its diverse student body and strong programs in fields such as business, law, medicine, and the arts.
-
B.
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.
-
C.
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.
-
D.
Temple University Libraries
Temple University Libraries is the library system of Temple University, providing research resources, services, and spaces across the university’s campuses.
-
E.
Thomas Jefferson University
Thomas Jefferson University is a private research university in Philadelphia known for its strong programs in health sciences, medicine, and design.
- F. None of above.
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_69e245fb8de081908f0eba7b5fd75bc4 |
completed | April 17, 2026, 2:38 p.m. |
| NER | Named-entity recognition | batch_69f18ed1a258819091ce86dbd1c51e46 |
completed | April 29, 2026, 4:53 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c4c6eb15c8190b5ef79521c5cb4b3 |
completed | May 19, 2026, 11:41 a.m. |
| NEDg | Description generation | batch_6a0c4d521b648190a95a04bd6326ad8d |
completed | May 19, 2026, 11:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0c4daeaf5c81909eca82f6d9103b9a |
completed | May 19, 2026, 11:46 a.m. |
Created at: April 17, 2026, 4:01 p.m.