Triple
T1372974
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Berks County, Pennsylvania |
E30154
|
entity |
| Predicate | containsInstitution |
P186
|
FINISHED |
| Object |
Kutztown University of Pennsylvania
Kutztown University of Pennsylvania is a public university in Kutztown, Pennsylvania, known for its programs in education, visual and performing arts, and business.
|
E203575
|
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: Kutztown University of Pennsylvania | Statement: [Berks County, Pennsylvania, containsInstitution, Kutztown University of Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kutztown University of Pennsylvania Context triple: [Berks County, Pennsylvania, containsInstitution, Kutztown University of Pennsylvania]
-
A.
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.
-
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.
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.
-
D.
Lehigh University
Lehigh University is a private research university in Bethlehem, Pennsylvania, known for its strong engineering, business, and interdisciplinary programs and its participation in NCAA Division I athletics.
-
E.
Bucknell University
Bucknell University is a private liberal arts university in Lewisburg, Pennsylvania, known for its strong undergraduate programs and historic campus.
- 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: Kutztown University of Pennsylvania Triple: [Berks County, Pennsylvania, containsInstitution, Kutztown University of Pennsylvania]
Generated description
Kutztown University of Pennsylvania is a public university in Kutztown, Pennsylvania, known for its programs in education, visual and performing arts, and business.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kutztown University of Pennsylvania Target entity description: Kutztown University of Pennsylvania is a public university in Kutztown, Pennsylvania, known for its programs in education, visual and performing arts, and business.
-
A.
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.
-
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.
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.
-
D.
Lehigh University
Lehigh University is a private research university in Bethlehem, Pennsylvania, known for its strong engineering, business, and interdisciplinary programs and its participation in NCAA Division I athletics.
-
E.
Bucknell University
Bucknell University is a private liberal arts university in Lewisburg, Pennsylvania, known for its strong undergraduate programs and historic campus.
- 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_69a498f912008190a376a98b207b2071 |
completed | March 1, 2026, 7:52 p.m. |
| NER | Named-entity recognition | batch_69a4c2f4889881908103473a0173e23f |
completed | March 1, 2026, 10:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69adbf3a615c8190a428d049de4ba023 |
completed | March 8, 2026, 6:26 p.m. |
| NEDg | Description generation | batch_69adc07e9ebc819082566cc98025b4ae |
completed | March 8, 2026, 6:31 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69adc12c894881909c9a82fc9e363a41 |
completed | March 8, 2026, 6:34 p.m. |
Created at: March 1, 2026, 7:57 p.m.