Triple

T512258

Position	Surface form	Disambiguated ID	Type / Status
Subject	University of Michigan	`E10631`	entity
Predicate	hasSchool	`P113`	FINISHED
Object	School of Social Work The School of Social Work at the University of Michigan is a leading graduate professional school known for its research, education, and training in social work and social welfare policy.	`E63793`	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 Social Work | Statement: [University of Michigan, hasSchool, School of Social Work]

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

Target entity: School of Social Work
Context triple: [University of Michigan, hasSchool, School of Social Work]

A. School of Social Work
The School of Social Work at Boston College is a graduate professional school that prepares students for careers in social work practice, research, and leadership with a focus on social justice and service to diverse communities.
B. School of Social Work
The School of Social Work at the University of Illinois at Urbana–Champaign is an academic unit dedicated to education, research, and professional training in social work and human services.
C. School of Social Welfare
The School of Social Welfare at the University of California, Berkeley is a leading graduate and undergraduate institution dedicated to education, research, and practice in social work and social policy.
D. School of Social Policy & Practice
The School of Social Policy & Practice is a graduate professional school at the University of Pennsylvania focused on social work, social policy, nonprofit leadership, and social justice.
E. Crown Family School of Social Work, Policy, and Practice
The Crown Family School of Social Work, Policy, and Practice is the University of Chicago’s graduate professional school specializing in social work education, social policy research, and clinical and community practice training.
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 Social Work
Triple: [University of Michigan, hasSchool, School of Social Work]

Generated description

The School of Social Work at the University of Michigan is a leading graduate professional school known for its research, education, and training in social work and social welfare policy.

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

Target entity: School of Social Work
Target entity description: The School of Social Work at the University of Michigan is a leading graduate professional school known for its research, education, and training in social work and social welfare policy.

A. School of Social Work
The School of Social Work at Boston College is a graduate professional school that prepares students for careers in social work practice, research, and leadership with a focus on social justice and service to diverse communities.
B. School of Social Work
The School of Social Work at the University of Illinois at Urbana–Champaign is an academic unit dedicated to education, research, and professional training in social work and human services.
C. School of Social Welfare
The School of Social Welfare at the University of California, Berkeley is a leading graduate and undergraduate institution dedicated to education, research, and practice in social work and social policy.
D. School of Social Policy & Practice
The School of Social Policy & Practice is a graduate professional school at the University of Pennsylvania focused on social work, social policy, nonprofit leadership, and social justice.
E. Crown Family School of Social Work, Policy, and Practice
The Crown Family School of Social Work, Policy, and Practice is the University of Chicago’s graduate professional school specializing in social work education, social policy research, and clinical and community practice training.
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_69a2e84a0d08819087e01863fcd9abf1`	completed	Feb. 28, 2026, 1:06 p.m.
NER	Named-entity recognition	`batch_69a2f16768c081909d05537ff070868b`	completed	Feb. 28, 2026, 1:45 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69a49ebe662c8190acdbb8857283f7d1`	completed	March 1, 2026, 8:17 p.m.
NEDg	Description generation	`batch_69a49fcbcae88190acc3e9d61658beba`	completed	March 1, 2026, 8:21 p.m.
NED2	Entity disambiguation (via description)	`batch_69a4a047b8548190ac9ba95983b06036`	completed	March 1, 2026, 8:23 p.m.

Created at: Feb. 28, 2026, 1:12 p.m.