Triple

T7773524

Position	Surface form	Disambiguated ID	Type / Status
Subject	Widener University	`E179130`	entity
Predicate	hasAcademicDivision	`P50`	FINISHED
Object	School of Human Service Professions The School of Human Service Professions is an academic division of Widener University focused on preparing students for careers in fields such as social work, clinical psychology, education, and allied health services.	`E687773`	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 Human Service Professions | Statement: [Widener University, hasAcademicDivision, School of Human Service Professions]

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

Target entity: School of Human Service Professions
Context triple: [Widener University, hasAcademicDivision, School of Human Service Professions]

A. School of Health and Human Services
The School of Health and Human Services is an academic division of Camosun College that offers programs preparing students for careers in healthcare, social services, and community support fields.
B. School of Education and Human Services
The School of Education and Human Services is an academic division of Oakland University that prepares students for careers in teaching, counseling, leadership, and other human service professions.
C. School of Applied Social Studies
The School of Applied Social Studies is an academic unit of Robert Gordon University specializing in professional education and research in fields such as social work, social care, and related social sciences.
D. School of Social Work
The School of Social Work at the University of Alabama is an academic unit that educates and trains students for professional practice and research in social work and social welfare.
E. School of Social Work
The School of Social Work at the University of North Carolina at Chapel Hill is a professional graduate school that prepares students for careers in social work practice, research, and policy to address social and economic injustices.
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 Human Service Professions
Triple: [Widener University, hasAcademicDivision, School of Human Service Professions]

Generated description

The School of Human Service Professions is an academic division of Widener University focused on preparing students for careers in fields such as social work, clinical psychology, education, and allied health services.

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

Target entity: School of Human Service Professions
Target entity description: The School of Human Service Professions is an academic division of Widener University focused on preparing students for careers in fields such as social work, clinical psychology, education, and allied health services.

A. School of Health and Human Services
The School of Health and Human Services is an academic division of Camosun College that offers programs preparing students for careers in healthcare, social services, and community support fields.
B. School of Education and Human Services
The School of Education and Human Services is an academic division of Oakland University that prepares students for careers in teaching, counseling, leadership, and other human service professions.
C. School of Applied Social Studies
The School of Applied Social Studies is an academic unit of Robert Gordon University specializing in professional education and research in fields such as social work, social care, and related social sciences.
D. School of Social Work
The School of Social Work at the University of Alabama is an academic unit that educates and trains students for professional practice and research in social work and social welfare.
E. School of Social Work
The School of Social Work at the University of North Carolina at Chapel Hill is a professional graduate school that prepares students for careers in social work practice, research, and policy to address social and economic injustices.
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_69c69f30602c819082ab52cd4af5c592`	completed	March 27, 2026, 3:16 p.m.
NER	Named-entity recognition	`batch_69c70461b3e48190bf1e4d4f9e6bb08e`	completed	March 27, 2026, 10:27 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c8c7f12b888190b10479c3db81cce2`	completed	March 29, 2026, 6:34 a.m.
NEDg	Description generation	`batch_69c8c8b84f88819086ecd371b62e2b5b`	completed	March 29, 2026, 6:37 a.m.
NED2	Entity disambiguation (via description)	`batch_69c8c917a1308190ab2c8e70d6ed8c0e`	completed	March 29, 2026, 6:39 a.m.

Created at: March 27, 2026, 4:11 p.m.