Triple

T4602801

Position	Surface form	Disambiguated ID	Type / Status
Subject	Oakwood University	`E100358`	entity
Predicate	hasSchool	`P113`	FINISHED
Object	School of Arts and Sciences The School of Arts and Sciences is an academic division of Oakwood University that offers a broad range of liberal arts and science programs forming the core of the institution’s undergraduate education.	`E460015`	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 Arts and Sciences | Statement: [Oakwood University, hasSchool, School of Arts and Sciences]

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

Target entity: School of Arts and Sciences
Context triple: [Oakwood University, hasSchool, School of Arts and Sciences]

A. School of Arts and Sciences
The School of Arts and Sciences at Virginia Union University is an academic division that offers a range of liberal arts and science programs supporting the university’s core undergraduate education.
B. School of Arts and Sciences
The School of Arts and Sciences at the University of Pennsylvania is the institution’s primary liberal arts division, encompassing a wide range of humanities, social sciences, and natural sciences programs for undergraduate and graduate students.
C. School of Arts and Sciences
The School of Arts and Sciences is the primary undergraduate and graduate academic division of Brandeis University, encompassing a wide range of liberal arts and science disciplines.
D. School of Arts and Sciences
The School of Arts and Sciences at Worcester Polytechnic Institute is an academic division that offers programs in the humanities, arts, social sciences, and natural sciences, complementing the university’s strong focus on engineering and technology.
E. School of Arts and Sciences
The School of Arts and Sciences is the University of Richmond’s primary academic division for liberal arts education, encompassing a wide range of humanities, social sciences, natural sciences, and interdisciplinary programs.
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 Arts and Sciences
Triple: [Oakwood University, hasSchool, School of Arts and Sciences]

Generated description

The School of Arts and Sciences is an academic division of Oakwood University that offers a broad range of liberal arts and science programs forming the core of the institution’s undergraduate education.

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

Target entity: School of Arts and Sciences
Target entity description: The School of Arts and Sciences is an academic division of Oakwood University that offers a broad range of liberal arts and science programs forming the core of the institution’s undergraduate education.

A. School of Arts and Sciences
The School of Arts and Sciences is the University of Richmond’s primary academic division for liberal arts education, encompassing a wide range of humanities, social sciences, natural sciences, and interdisciplinary programs.
B. School of Arts and Sciences
The School of Arts and Sciences is an academic division of Regis College that offers a broad range of liberal arts and science programs.
C. School of Arts and Sciences
The School of Arts and Sciences at Virginia Union University is an academic division that offers a range of liberal arts and science programs supporting the university’s core undergraduate education.
D. School of Arts and Sciences
The School of Arts and Sciences is a core academic division of Manhattanville College offering a broad range of liberal arts and science programs.
E. School of Arts and Sciences
The School of Arts and Sciences at the University of Pennsylvania is the institution’s primary liberal arts division, encompassing a wide range of humanities, social sciences, and natural sciences programs for undergraduate and graduate students.
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_69bd43cbc014819098b45f435908f88a`	completed	March 20, 2026, 12:55 p.m.
NER	Named-entity recognition	`batch_69bd597462c08190bcdb3efd880778b1`	completed	March 20, 2026, 2:28 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69be034e509c8190b2da7e2eaf2acb48`	completed	March 21, 2026, 2:32 a.m.
NEDg	Description generation	`batch_69be040a8b248190b31ac61e5b2eb1ac`	completed	March 21, 2026, 2:35 a.m.
NED2	Entity disambiguation (via description)	`batch_69be04c76d908190becee3d88aa0e1a0`	completed	March 21, 2026, 2:39 a.m.

Created at: March 20, 2026, 1:11 p.m.