Triple
T3748874
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Harrisburg, Pennsylvania |
E81277
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object |
Harrisburg University of Science and Technology
Harrisburg University of Science and Technology is a private STEM-focused university known for its science, technology, engineering, and mathematics programs and applied research.
|
E383600
|
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: Harrisburg University of Science and Technology | Statement: [Harrisburg, Pennsylvania, hasUniversity, Harrisburg University of Science and Technology]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Harrisburg University of Science and Technology Context triple: [Harrisburg, Pennsylvania, hasUniversity, Harrisburg University of Science and Technology]
-
A.
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.
-
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.
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.
-
D.
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.
-
E.
Penn State Behrend
Penn State Behrend is a four-year residential college of Penn State University located in Erie, Pennsylvania, known for its strong engineering, business, and science programs.
- 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: Harrisburg University of Science and Technology Triple: [Harrisburg, Pennsylvania, hasUniversity, Harrisburg University of Science and Technology]
Generated description
Harrisburg University of Science and Technology is a private STEM-focused university known for its science, technology, engineering, and mathematics programs and applied research.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Harrisburg University of Science and Technology Target entity description: Harrisburg University of Science and Technology is a private STEM-focused university known for its science, technology, engineering, and mathematics programs and applied research.
-
A.
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.
-
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.
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.
-
D.
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.
-
E.
Penn State Behrend
Penn State Behrend is a four-year residential college of Penn State University located in Erie, Pennsylvania, known for its strong engineering, business, and science programs.
- 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_69ad8b19b7b08190a6188804e99c53e9 |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69adcb6bf95c81909796fbc84995ae05 |
completed | March 8, 2026, 7:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4db31f964819087bab143f638754f |
completed | March 14, 2026, 3:51 a.m. |
| NEDg | Description generation | batch_69b4dbbc23f08190a03ef4e4197398a4 |
completed | March 14, 2026, 3:53 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4dcac6fdc81908998415ffe1aabaa |
completed | March 14, 2026, 3:57 a.m. |
Created at: March 8, 2026, 3:35 p.m.