Triple
T3002054
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Williamsport, Pennsylvania |
E81809
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object |
Pennsylvania College of Technology
Pennsylvania College of Technology is a public institution in Williamsport, Pennsylvania, known for its hands-on, career-focused technical and applied technology programs and its affiliation with The Pennsylvania State University.
|
E319282
|
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: Pennsylvania College of Technology | Statement: [Williamsport, Pennsylvania, hasUniversity, Pennsylvania College of Technology]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pennsylvania College of Technology Context triple: [Williamsport, Pennsylvania, hasUniversity, Pennsylvania College of Technology]
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
York College of Pennsylvania
York College of Pennsylvania is a private four-year college known for its career-focused undergraduate and graduate programs in fields such as business, engineering, and the health sciences.
- 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: Pennsylvania College of Technology Triple: [Williamsport, Pennsylvania, hasUniversity, Pennsylvania College of Technology]
Generated description
Pennsylvania College of Technology is a public institution in Williamsport, Pennsylvania, known for its hands-on, career-focused technical and applied technology programs and its affiliation with The Pennsylvania State University.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Pennsylvania College of Technology Target entity description: Pennsylvania College of Technology is a public institution in Williamsport, Pennsylvania, known for its hands-on, career-focused technical and applied technology programs and its affiliation with The Pennsylvania State University.
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
York College of Pennsylvania
York College of Pennsylvania is a private four-year college known for its career-focused undergraduate and graduate programs in fields such as business, engineering, and the health sciences.
- 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_69ad8b1c4de88190a83b7cefaa1f2842 |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad9a11b4bc81909ce06121361b4e0f |
completed | March 8, 2026, 3:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b12e4f02248190890eb3944299bd15 |
completed | March 11, 2026, 8:56 a.m. |
| NEDg | Description generation | batch_69b12eb153b481909251dd72a7ca55d4 |
completed | March 11, 2026, 8:58 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b1d65c9550819081e8734cece6ff13 |
completed | March 11, 2026, 8:53 p.m. |
Created at: March 8, 2026, 2:59 p.m.