Triple
T4043069
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lincoln University (Pennsylvania) |
E83998
|
entity |
| Predicate | isMemberOf |
P10
|
FINISHED |
| Object |
Pennsylvania State System of Higher Education
The Pennsylvania State System of Higher Education is a publicly funded network of state-owned universities in Pennsylvania that provides accessible, affordable higher education across the Commonwealth.
|
E409405
|
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 State System of Higher Education | Statement: [Lincoln University (Pennsylvania), isMemberOf, Pennsylvania State System of Higher Education]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pennsylvania State System of Higher Education Context triple: [Lincoln University (Pennsylvania), isMemberOf, Pennsylvania State System of Higher Education]
-
A.
Pennsylvania State University
Pennsylvania State University is a major American public research university and land-grant institution known for its large student body, extensive academic offerings, and prominent athletic programs.
-
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.
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.
William Penn University
William Penn University is a private liberal arts university in Oskaloosa, Iowa, known for its Quaker heritage and focus on personalized education.
-
E.
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.
- 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 State System of Higher Education Triple: [Lincoln University (Pennsylvania), isMemberOf, Pennsylvania State System of Higher Education]
Generated description
The Pennsylvania State System of Higher Education is a publicly funded network of state-owned universities in Pennsylvania that provides accessible, affordable higher education across the Commonwealth.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Pennsylvania State System of Higher Education Target entity description: The Pennsylvania State System of Higher Education is a publicly funded network of state-owned universities in Pennsylvania that provides accessible, affordable higher education across the Commonwealth.
-
A.
Pennsylvania State University
Pennsylvania State University is a major American public research university and land-grant institution known for its large student body, extensive academic offerings, and prominent athletic programs.
-
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.
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.
William Penn University
William Penn University is a private liberal arts university in Oskaloosa, Iowa, known for its Quaker heritage and focus on personalized education.
-
E.
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.
- 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_69aed930bd5c819083e7dcc14fc44f69 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aefb5b65c08190ba3f340ed18737f8 |
completed | March 9, 2026, 4:54 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5564d0fb881909ba645714be27b95 |
completed | March 14, 2026, 12:36 p.m. |
| NEDg | Description generation | batch_69b55a291d8c8190976e764011692ba0 |
completed | March 14, 2026, 12:52 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b55a9ec7e88190bc5d165fd666f4b3 |
completed | March 14, 2026, 12:54 p.m. |
Created at: March 9, 2026, 3:37 p.m.