Triple

T4651559

Position	Surface form	Disambiguated ID	Type / Status
Subject	University of Louisville	`E102304`	entity
Predicate	hasCollege	`P113`	FINISHED
Object	Kent School of Social Work Kent School of Social Work is the University of Louisville’s professional school dedicated to education, research, and practice in social work and human services.	`E457903`	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: Kent School of Social Work | Statement: [University of Louisville, hasCollege, Kent School of Social Work]

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

Target entity: Kent School of Social Work
Context triple: [University of Louisville, hasCollege, Kent School of Social Work]

A. Jan Hofmeyr School of Social Work
The Jan Hofmeyr School of Social Work was a South African institution that trained social workers and became notable as an early educational site for prominent anti-apartheid figures such as Winnie Mandela.
B. Graduate School of Social Service
The Graduate School of Social Service is Fordham University's professional school dedicated to advanced education and research in social work and social welfare.
C. Graduate School of Social Work
The Graduate School of Social Work at the University of Denver is a professional graduate school dedicated to educating social work practitioners, leaders, and scholars focused on social justice and community well-being.
D. Atlanta University School of Social Work
Atlanta University School of Social Work was a pioneering graduate institution dedicated to training African American social workers and advancing social justice in the United States.
E. University of Michigan School of Social Work
The University of Michigan School of Social Work is a leading graduate institution known for its research-driven social work education, commitment to social justice, and influential contributions to social welfare policy and practice.
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: Kent School of Social Work
Triple: [University of Louisville, hasCollege, Kent School of Social Work]

Generated description

Kent School of Social Work is the University of Louisville’s professional school dedicated to education, research, and practice in social work and human services.

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

Target entity: Kent School of Social Work
Target entity description: Kent School of Social Work is the University of Louisville’s professional school dedicated to education, research, and practice in social work and human services.

A. Jan Hofmeyr School of Social Work
The Jan Hofmeyr School of Social Work was a South African institution that trained social workers and became notable as an early educational site for prominent anti-apartheid figures such as Winnie Mandela.
B. Graduate School of Social Service
The Graduate School of Social Service is Fordham University's professional school dedicated to advanced education and research in social work and social welfare.
C. Graduate School of Social Work
The Graduate School of Social Work at the University of Denver is a professional graduate school dedicated to educating social work practitioners, leaders, and scholars focused on social justice and community well-being.
D. Atlanta University School of Social Work
Atlanta University School of Social Work was a pioneering graduate institution dedicated to training African American social workers and advancing social justice in the United States.
E. University of Michigan School of Social Work
The University of Michigan School of Social Work is a leading graduate institution known for its research-driven social work education, commitment to social justice, and influential contributions to social welfare policy and practice.
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_69bd43d71a308190afea7280841b0de8`	completed	March 20, 2026, 12:55 p.m.
NER	Named-entity recognition	`batch_69bd630343f88190954d19fcd18a5864`	completed	March 20, 2026, 3:08 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69bdfae7636881908244b86cba1c66b7`	completed	March 21, 2026, 1:56 a.m.
NEDg	Description generation	`batch_69bdfbc12acc8190b8116a6003abb3e3`	completed	March 21, 2026, 2 a.m.
NED2	Entity disambiguation (via description)	`batch_69bdfc44536c8190a71e52b0690a7570`	completed	March 21, 2026, 2:02 a.m.

Created at: March 20, 2026, 1:14 p.m.