Triple

T11370223

Position	Surface form	Disambiguated ID	Type / Status
Subject	Chapman University	`E269320`	entity
Predicate	hasCollege	`P113`	FINISHED
Object	Schmid College of Science and Technology Schmid College of Science and Technology is the science and technology school of Chapman University, offering undergraduate and graduate programs in disciplines such as biology, chemistry, physics, environmental science, and related fields.	`E921840`	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: Schmid College of Science and Technology | Statement: [Chapman University, hasCollege, Schmid College of Science and Technology]

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

Target entity: Schmid College of Science and Technology
Context triple: [Chapman University, hasCollege, Schmid College of Science and Technology]

A. Wiess School of Natural Sciences
The Wiess School of Natural Sciences is Rice University's academic division dedicated to research and education in core scientific fields such as biology, chemistry, physics, and related disciplines.
B. Weinberg College of Arts and Sciences
Weinberg College of Arts and Sciences is the main liberal arts and sciences college of Northwestern University, offering a broad range of undergraduate and graduate programs across the humanities, social sciences, and natural sciences.
C. Dietrich School of Arts and Sciences
The Dietrich School of Arts and Sciences is the University of Pittsburgh’s primary liberal arts college, offering a wide range of undergraduate and graduate programs in the humanities, social sciences, and natural sciences.
D. Shiley School of Engineering
Shiley School of Engineering is the University of Portland’s engineering college, offering undergraduate and graduate programs in fields such as civil, mechanical, and electrical engineering.
E. Herbert Wertheim College of Engineering
Herbert Wertheim College of Engineering is the University of Florida’s flagship engineering school, known for its research-intensive programs and contributions to innovation and technology.
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: Schmid College of Science and Technology
Triple: [Chapman University, hasCollege, Schmid College of Science and Technology]

Generated description

Schmid College of Science and Technology is the science and technology school of Chapman University, offering undergraduate and graduate programs in disciplines such as biology, chemistry, physics, environmental science, and related fields.

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

Target entity: Schmid College of Science and Technology
Target entity description: Schmid College of Science and Technology is the science and technology school of Chapman University, offering undergraduate and graduate programs in disciplines such as biology, chemistry, physics, environmental science, and related fields.

A. Wiess School of Natural Sciences
The Wiess School of Natural Sciences is Rice University's academic division dedicated to research and education in core scientific fields such as biology, chemistry, physics, and related disciplines.
B. Weinberg College of Arts and Sciences
Weinberg College of Arts and Sciences is the main liberal arts and sciences college of Northwestern University, offering a broad range of undergraduate and graduate programs across the humanities, social sciences, and natural sciences.
C. Dietrich School of Arts and Sciences
The Dietrich School of Arts and Sciences is the University of Pittsburgh’s primary liberal arts college, offering a wide range of undergraduate and graduate programs in the humanities, social sciences, and natural sciences.
D. Shiley School of Engineering
Shiley School of Engineering is the University of Portland’s engineering college, offering undergraduate and graduate programs in fields such as civil, mechanical, and electrical engineering.
E. Herbert Wertheim College of Engineering
Herbert Wertheim College of Engineering is the University of Florida’s flagship engineering school, known for its research-intensive programs and contributions to innovation and technology.
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_69d6aacca1048190b39dbbc2174616fa`	completed	April 8, 2026, 7:21 p.m.
NER	Named-entity recognition	`batch_69d7ea8b196881909af9b138661e816d`	completed	April 9, 2026, 6:06 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69e5567b67f88190b0412e30b346d36d`	completed	April 19, 2026, 10:26 p.m.
NEDg	Description generation	`batch_69e562c7de3c8190befb6d7131129a2c`	completed	April 19, 2026, 11:18 p.m.
NED2	Entity disambiguation (via description)	`batch_69e56a776390819082d47ad00cf1862b`	completed	April 19, 2026, 11:51 p.m.

Created at: April 8, 2026, 9:33 p.m.