Triple

T13066885

Position	Surface form	Disambiguated ID	Type / Status
Subject	Penn State Behrend	`E329348`	entity
Predicate	hasAcademicDivision	`P50`	FINISHED
Object	School of Engineering The School of Engineering at Penn State Behrend is an academic division offering undergraduate and graduate engineering programs with a focus on applied learning, research, and industry collaboration.	`E1017521`	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: School of Engineering | Statement: [Penn State Behrend, hasAcademicDivision, School of Engineering]

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

Target entity: School of Engineering
Context triple: [Penn State Behrend, hasAcademicDivision, School of Engineering]

A. School of Engineering
The School of Engineering at Nagoya University is a major academic division offering comprehensive engineering education and research programs across a wide range of technological fields.
B. School of Engineering
The School of Engineering at the University of California, Merced is an academic division offering engineering education and research programs within the UC system’s newest campus.
C. School of Engineering
The School of Engineering at the University of St. Thomas is an academic division offering engineering education and research programs within the university.
D. School of Engineering
The School of Engineering is a major academic unit of Tallinn University of Technology that focuses on education and research in engineering and technology disciplines.
E. School of Engineering
The School of Engineering at the University of Zambia is an academic faculty that offers engineering education and conducts research across various engineering disciplines.
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: School of Engineering
Triple: [Penn State Behrend, hasAcademicDivision, School of Engineering]

Generated description

The School of Engineering at Penn State Behrend is an academic division offering undergraduate and graduate engineering programs with a focus on applied learning, research, and industry collaboration.

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

Target entity: School of Engineering
Target entity description: The School of Engineering at Penn State Behrend is an academic division offering undergraduate and graduate engineering programs with a focus on applied learning, research, and industry collaboration.

A. School of Engineering
The School of Engineering at the University of Dayton is an academic division offering undergraduate and graduate programs in various engineering disciplines, emphasizing experiential learning and research.
B. School of Engineering
The School of Engineering at Christian Brothers University is an academic division offering undergraduate and graduate programs in various engineering disciplines with a focus on practical, industry-oriented education.
C. School of Engineering
The School of Engineering at Rutgers University is a major academic division offering undergraduate and graduate programs across multiple engineering disciplines and conducting research in areas such as technology, infrastructure, and applied sciences.
D. School of Engineering
The School of Engineering at Morgan State University is an academic division that offers undergraduate and graduate engineering programs with a focus on research, innovation, and preparing students for professional engineering careers.
E. School of Engineering
The School of Engineering at Fairfield University is an academic division offering undergraduate and graduate engineering programs with a focus on applied learning and industry preparation.
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_69d80771749c81909a6d9197b9504872`	completed	April 9, 2026, 8:09 p.m.
NER	Named-entity recognition	`batch_69d980eb81948190b27eb9ae19978079`	completed	April 10, 2026, 10:59 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69f6cbe7abd0819085645e29d43493dd`	completed	May 3, 2026, 4:15 a.m.
NEDg	Description generation	`batch_69f6cd3d5090819091b65f544ad139fd`	completed	May 3, 2026, 4:21 a.m.
NED2	Entity disambiguation (via description)	`batch_69f6cdc8d52c819083717a455d589646`	completed	May 3, 2026, 4:23 a.m.

Created at: April 9, 2026, 8:59 p.m.