Triple
T905088
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Wilkes-Barre, Pennsylvania |
E19528
|
entity |
| Predicate | hasHigherEducationInstitution |
P113
|
FINISHED |
| Object |
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.
|
E156333
|
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: Wilkes University | Statement: [Wilkes-Barre, Pennsylvania, hasHigherEducationInstitution, Wilkes University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Wilkes University Context triple: [Wilkes-Barre, Pennsylvania, hasHigherEducationInstitution, Wilkes University]
-
A.
Wilmington University
Wilmington University is a private, career-focused institution of higher education based in the state of Delaware, offering a wide range of undergraduate and graduate programs both on campus and online.
-
B.
Rowan University
Rowan University is a public research university in Glassboro, New Jersey, known for its strong engineering, business, and medical programs and its role as a major institution in the greater Philadelphia region.
-
C.
University of Delaware
The University of Delaware is a public research university in Newark, Delaware, known for its strong programs in fields such as engineering, business, and public policy and for being the undergraduate institution of U.S. President Joe Biden.
-
D.
Lincoln University (Pennsylvania)
Lincoln University (Pennsylvania) is a historically Black public university and one of the United States’ oldest HBCUs, known for educating prominent African American leaders and professionals.
-
E.
Villanova University
Villanova University is a private Catholic research university in Pennsylvania known for its strong academic programs and successful NCAA Division I athletics, particularly in men's basketball.
- 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: Wilkes University Triple: [Wilkes-Barre, Pennsylvania, hasHigherEducationInstitution, Wilkes University]
Generated description
Wilkes University is a private university known for its programs in fields such as engineering, pharmacy, and business, serving students in northeastern Pennsylvania.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Wilkes University Target entity description: Wilkes University is a private university known for its programs in fields such as engineering, pharmacy, and business, serving students in northeastern Pennsylvania.
-
A.
Wilmington University
Wilmington University is a private, career-focused institution of higher education based in the state of Delaware, offering a wide range of undergraduate and graduate programs both on campus and online.
-
B.
Rowan University
Rowan University is a public research university in Glassboro, New Jersey, known for its strong engineering, business, and medical programs and its role as a major institution in the greater Philadelphia region.
-
C.
University of Delaware
The University of Delaware is a public research university in Newark, Delaware, known for its strong programs in fields such as engineering, business, and public policy and for being the undergraduate institution of U.S. President Joe Biden.
-
D.
Lincoln University (Pennsylvania)
Lincoln University (Pennsylvania) is a historically Black public university and one of the United States’ oldest HBCUs, known for educating prominent African American leaders and professionals.
-
E.
Villanova University
Villanova University is a private Catholic research university in Pennsylvania known for its strong academic programs and successful NCAA Division I athletics, particularly in men's basketball.
- 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_69a4939e889c8190ac148b3ac1a7f90b |
completed | March 1, 2026, 7:29 p.m. |
| NER | Named-entity recognition | batch_69a4b2caf4088190ab05b22531ecec43 |
completed | March 1, 2026, 9:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69acce513848819094ad79eea2a53172 |
completed | March 8, 2026, 1:18 a.m. |
| NEDg | Description generation | batch_69acceda83f08190b191c0c1432108b0 |
completed | March 8, 2026, 1:20 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69accfc65c008190affa13bee507bf6e |
completed | March 8, 2026, 1:24 a.m. |
Created at: March 1, 2026, 7:39 p.m.