Triple
T5198408
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Western Pennsylvania |
E117328
|
entity |
| Predicate | hasHigherEducationInstitution |
P113
|
FINISHED |
| Object |
Clarion University of Pennsylvania
Clarion University of Pennsylvania is a public university in western Pennsylvania known for its programs in education, business, and health sciences.
|
E505598
|
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: Clarion University of Pennsylvania | Statement: [Western Pennsylvania, hasHigherEducationInstitution, Clarion University of Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Clarion University of Pennsylvania Context triple: [Western Pennsylvania, hasHigherEducationInstitution, Clarion University of Pennsylvania]
-
A.
West Chester University of Pennsylvania
West Chester University of Pennsylvania is a public university and one of the largest institutions in the Pennsylvania State System of Higher Education, known for its programs in education, business, and the arts.
-
B.
Indiana University of Pennsylvania
Indiana University of Pennsylvania is a public research university in Indiana, Pennsylvania, known for its comprehensive undergraduate and graduate programs and notable alumni in fields such as technology, education, and the arts.
-
C.
Wilkes University
Wilkes University is a private university known for its programs in fields such as engineering, pharmacy, and business, serving students in northeastern Pennsylvania.
-
D.
Bloomsburg University of Pennsylvania
Bloomsburg University of Pennsylvania is a public university in Bloomsburg, Pennsylvania, known for its comprehensive undergraduate and graduate programs and membership in the Pennsylvania State System of Higher Education.
-
E.
Alvernia University
Alvernia University is a private Catholic university known for its liberal arts and professional programs, located in Reading, Pennsylvania.
- 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: Clarion University of Pennsylvania Triple: [Western Pennsylvania, hasHigherEducationInstitution, Clarion University of Pennsylvania]
Generated description
Clarion University of Pennsylvania is a public university in western Pennsylvania known for its programs in education, business, and health sciences.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Clarion University of Pennsylvania Target entity description: Clarion University of Pennsylvania is a public university in western Pennsylvania known for its programs in education, business, and health sciences.
-
A.
West Chester University of Pennsylvania
West Chester University of Pennsylvania is a public university and one of the largest institutions in the Pennsylvania State System of Higher Education, known for its programs in education, business, and the arts.
-
B.
Indiana University of Pennsylvania
Indiana University of Pennsylvania is a public research university in Indiana, Pennsylvania, known for its comprehensive undergraduate and graduate programs and notable alumni in fields such as technology, education, and the arts.
-
C.
Wilkes University
Wilkes University is a private university known for its programs in fields such as engineering, pharmacy, and business, serving students in northeastern Pennsylvania.
-
D.
Bloomsburg University of Pennsylvania
Bloomsburg University of Pennsylvania is a public university in Bloomsburg, Pennsylvania, known for its comprehensive undergraduate and graduate programs and membership in the Pennsylvania State System of Higher Education.
-
E.
Alvernia University
Alvernia University is a private Catholic university known for its liberal arts and professional programs, located in Reading, Pennsylvania.
- 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_69bd4462ed04819084fcb01eb9d2fa74 |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd7a1f154481908be5d3c9cbbef92a |
completed | March 20, 2026, 4:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bef7fcae508190bffd21937488d674 |
completed | March 21, 2026, 7:56 p.m. |
| NEDg | Description generation | batch_69bef933c4008190bea3a5a7e5de17e6 |
completed | March 21, 2026, 8:01 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bef9a600908190bdaff60b7a514538 |
completed | March 21, 2026, 8:03 p.m. |
Created at: March 20, 2026, 1:47 p.m.