Triple
T5198406
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Western Pennsylvania |
E117328
|
entity |
| Predicate | hasHigherEducationInstitution |
P113
|
FINISHED |
| Object | Indiana University of Pennsylvania |
E164261
|
NE FINISHED |
How this triple was built (2 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: Indiana University of Pennsylvania | Statement: [Western Pennsylvania, hasHigherEducationInstitution, Indiana University of Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Indiana University of Pennsylvania Context triple: [Western Pennsylvania, hasHigherEducationInstitution, Indiana University of Pennsylvania]
-
A.
Indiana University of Pennsylvania
chosen
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.
-
B.
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.
-
C.
Susquehanna University
Susquehanna University is a private liberal arts college in Selinsgrove, Pennsylvania, known for its undergraduate-focused education and strong programs in the arts and sciences.
-
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.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69bee0a115048190b7f02b5449c444d7 |
completed | March 21, 2026, 6:17 p.m. |
Created at: March 20, 2026, 1:47 p.m.