Triple

T7713076

Position	Surface form	Disambiguated ID	Type / Status
Subject	Pennsylvania State University	`E174809`	entity
Predicate	hasCampus	`P116`	FINISHED
Object	Penn State Shenango Penn State Shenango is a commonwealth campus of Pennsylvania State University located in Sharon, Pennsylvania, offering a range of undergraduate programs in a small, community-focused setting.	`E690016`	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 Shenango | Statement: [Pennsylvania State University, hasCampus, Penn State Shenango]

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

Target entity: Penn State Shenango
Context triple: [Pennsylvania State University, hasCampus, Penn State Shenango]

A. Penn State Schuylkill
Penn State Schuylkill is a commonwealth campus of Pennsylvania State University located in Schuylkill County, offering a range of undergraduate programs in a smaller, close-knit college setting.
B. Penn State Greater Allegheny
Penn State Greater Allegheny is a commonwealth campus of Pennsylvania State University located in McKeesport, Pennsylvania, offering a range of undergraduate programs and pathways to complete degrees across the Penn State system.
C. Penn State Hazleton
Penn State Hazleton is a commonwealth campus of Pennsylvania State University located in Hazleton, Pennsylvania, offering a range of undergraduate programs and the option to start most Penn State degrees before transitioning to another campus.
D. Penn State DuBois
Penn State DuBois is a commonwealth campus of Pennsylvania State University located in DuBois, Pennsylvania, offering a range of undergraduate programs and community-focused educational opportunities.
E. Penn State Altoona
Penn State Altoona is a commonwealth campus of Pennsylvania State University offering a range of undergraduate programs in a smaller, more personalized college setting in Altoona, Pennsylvania.
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 Shenango
Triple: [Pennsylvania State University, hasCampus, Penn State Shenango]

Generated description

Penn State Shenango is a commonwealth campus of Pennsylvania State University located in Sharon, Pennsylvania, offering a range of undergraduate programs in a small, community-focused setting.

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

Target entity: Penn State Shenango
Target entity description: Penn State Shenango is a commonwealth campus of Pennsylvania State University located in Sharon, Pennsylvania, offering a range of undergraduate programs in a small, community-focused setting.

A. Penn State Schuylkill
Penn State Schuylkill is a commonwealth campus of Pennsylvania State University located in Schuylkill County, offering a range of undergraduate programs in a smaller, close-knit college setting.
B. Penn State Greater Allegheny
Penn State Greater Allegheny is a commonwealth campus of Pennsylvania State University located in McKeesport, Pennsylvania, offering a range of undergraduate programs and pathways to complete degrees across the Penn State system.
C. Penn State Hazleton
Penn State Hazleton is a commonwealth campus of Pennsylvania State University located in Hazleton, Pennsylvania, offering a range of undergraduate programs and the option to start most Penn State degrees before transitioning to another campus.
D. Penn State DuBois
Penn State DuBois is a commonwealth campus of Pennsylvania State University located in DuBois, Pennsylvania, offering a range of undergraduate programs and community-focused educational opportunities.
E. Penn State Altoona
Penn State Altoona is a commonwealth campus of Pennsylvania State University offering a range of undergraduate programs in a smaller, more personalized college setting in Altoona, Pennsylvania.
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_69c6995c463c8190a14458036249d419`	completed	March 27, 2026, 2:51 p.m.
NER	Named-entity recognition	`batch_69c702c96e388190898165f84d646c0e`	completed	March 27, 2026, 10:20 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c91b1bd9148190931ce1a2a42f729b`	completed	March 29, 2026, 12:29 p.m.
NEDg	Description generation	`batch_69c91b6406108190af3124e3e832094d`	completed	March 29, 2026, 12:30 p.m.
NED2	Entity disambiguation (via description)	`batch_69c91c31e39081909bbcbcf392f0606d`	completed	March 29, 2026, 12:33 p.m.

Created at: March 27, 2026, 4:04 p.m.