Triple

T1076678

Position	Surface form	Disambiguated ID	Type / Status
Subject	Yale College Commencement ceremonies	`E23854`	entity
Predicate	relatedEvent	`P37`	FINISHED
Object	Yale professional schools’ convocations Yale professional schools’ convocations are formal academic ceremonies in which Yale’s graduate and professional schools gather to recognize and celebrate the achievements of their graduating students.	`E123417`	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: Yale professional schools’ convocations | Statement: [Yale College Commencement ceremonies, relatedEvent, Yale professional schools’ convocations]

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

Target entity: Yale professional schools’ convocations
Context triple: [Yale College Commencement ceremonies, relatedEvent, Yale professional schools’ convocations]

A. Yale College Commencement ceremonies
Yale College Commencement ceremonies are the formal annual events at Yale University where undergraduate degrees are conferred in a traditional, large-scale gathering.
B. “Universities and Their Leadership”
“Universities and Their Leadership” is a scholarly work by economist and academic leader Harold T. Shapiro that examines the roles, responsibilities, and challenges of modern university governance and administration.
C. University for the Common Good
University for the Common Good is a distinctive social-mission-focused identity of Glasgow Caledonian University, emphasizing its commitment to social justice, sustainability, and community impact.
D. The Uses of the University
The Uses of the University is a seminal book by Clark Kerr that analyzes the evolving role, structure, and societal functions of modern higher education institutions, especially the multiversity.
E. Yeates School of Graduate Studies
The Yeates School of Graduate Studies is the division of Toronto Metropolitan University responsible for overseeing and supporting its graduate education and research 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: Yale professional schools’ convocations
Triple: [Yale College Commencement ceremonies, relatedEvent, Yale professional schools’ convocations]

Generated description

Yale professional schools’ convocations are formal academic ceremonies in which Yale’s graduate and professional schools gather to recognize and celebrate the achievements of their graduating students.

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

Target entity: Yale professional schools’ convocations
Target entity description: Yale professional schools’ convocations are formal academic ceremonies in which Yale’s graduate and professional schools gather to recognize and celebrate the achievements of their graduating students.

A. Yale College Commencement ceremonies
Yale College Commencement ceremonies are the formal annual events at Yale University where undergraduate degrees are conferred in a traditional, large-scale gathering.
B. “Universities and Their Leadership”
“Universities and Their Leadership” is a scholarly work by economist and academic leader Harold T. Shapiro that examines the roles, responsibilities, and challenges of modern university governance and administration.
C. University for the Common Good
University for the Common Good is a distinctive social-mission-focused identity of Glasgow Caledonian University, emphasizing its commitment to social justice, sustainability, and community impact.
D. The Uses of the University
The Uses of the University is a seminal book by Clark Kerr that analyzes the evolving role, structure, and societal functions of modern higher education institutions, especially the multiversity.
E. Yeates School of Graduate Studies
The Yeates School of Graduate Studies is the division of Toronto Metropolitan University responsible for overseeing and supporting its graduate education and research programs.
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_69a493f1ddf48190a99d54b00e99f8ce`	completed	March 1, 2026, 7:30 p.m.
NER	Named-entity recognition	`batch_69a4b940d4848190930e73597afd1fcf`	completed	March 1, 2026, 10:10 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69ac42abc7a08190a34f5b2d393db30e`	completed	March 7, 2026, 3:22 p.m.
NEDg	Description generation	`batch_69ac4336328481908aba0260c6504a1a`	completed	March 7, 2026, 3:24 p.m.
NED2	Entity disambiguation (via description)	`batch_69ac43b393748190a5fa81b7ab7fa911`	completed	March 7, 2026, 3:26 p.m.

Created at: March 1, 2026, 7:42 p.m.