Triple

T281479

Position	Surface form	Disambiguated ID	Type / Status
Subject	Uniontown, Pennsylvania	`E5362`	entity
Predicate	hasHigherEducationNearby	`P3445`	FINISHED
Object	Penn State Fayette, The Eberly Campus Penn State Fayette, The Eberly Campus is a Commonwealth Campus of The Pennsylvania State University serving students in southwestern Pennsylvania with a range of undergraduate degree programs and community-focused educational services.	`E37047`	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: Penn State Fayette, The Eberly Campus | Statement: [Uniontown, Pennsylvania, hasHigherEducationNearby, Penn State Fayette, The Eberly Campus]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Penn State Fayette, The Eberly Campus
Context triple: [Uniontown, Pennsylvania, hasHigherEducationNearby, Penn State Fayette, The Eberly Campus]

A. University of Pittsburgh
The University of Pittsburgh is a major public research university in Pittsburgh, Pennsylvania, known for its strong programs in medicine, engineering, and the liberal arts.
B. Drexel University
Drexel University is a private research university in Philadelphia known for its cooperative education (co-op) programs that integrate professional work experience with academic study.
C. University Park
University Park is an affluent, predominantly residential city in the Dallas–Fort Worth metropolitan area, best known as the home of Southern Methodist University.
D. Temple University
Temple University is a major public research university based in Philadelphia, Pennsylvania, known for its diverse student body and strong programs in fields such as business, law, medicine, and the arts.
E. University of Pennsylvania
The University of Pennsylvania is a prestigious Ivy League research university in Philadelphia known for its strong programs across disciplines, including engineering, business, law, and medicine.
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: Penn State Fayette, The Eberly Campus
Triple: [Uniontown, Pennsylvania, hasHigherEducationNearby, Penn State Fayette, The Eberly Campus]

Generated description

Penn State Fayette, The Eberly Campus is a Commonwealth Campus of The Pennsylvania State University serving students in southwestern Pennsylvania with a range of undergraduate degree programs and community-focused educational services.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Penn State Fayette, The Eberly Campus
Target entity description: Penn State Fayette, The Eberly Campus is a Commonwealth Campus of The Pennsylvania State University serving students in southwestern Pennsylvania with a range of undergraduate degree programs and community-focused educational services.

A. University of Pittsburgh
The University of Pittsburgh is a major public research university in Pittsburgh, Pennsylvania, known for its strong programs in medicine, engineering, and the liberal arts.
B. Drexel University
Drexel University is a private research university in Philadelphia known for its cooperative education (co-op) programs that integrate professional work experience with academic study.
C. University Park
University Park is an affluent, predominantly residential city in the Dallas–Fort Worth metropolitan area, best known as the home of Southern Methodist University.
D. Temple University
Temple University is a major public research university based in Philadelphia, Pennsylvania, known for its diverse student body and strong programs in fields such as business, law, medicine, and the arts.
E. University of Pennsylvania
The University of Pennsylvania is a prestigious Ivy League research university in Philadelphia known for its strong programs across disciplines, including engineering, business, law, and medicine.
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_69a257e6c8788190987dfe705ca2912a`	completed	Feb. 28, 2026, 2:50 a.m.
NER	Named-entity recognition	`batch_69a25e0a23c0819083abee28b2dea49c`	completed	Feb. 28, 2026, 3:16 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69a39d04650c8190bda8f1b982c645df`	completed	March 1, 2026, 1:57 a.m.
NEDg	Description generation	`batch_69a39d811780819087215116b8efced8`	completed	March 1, 2026, 1:59 a.m.
NED2	Entity disambiguation (via description)	`batch_69a39df45f7c81908b9ec2767ae3375f`	completed	March 1, 2026, 2:01 a.m.

Created at: Feb. 28, 2026, 2:59 a.m.