Triple

T12291197

Position	Surface form	Disambiguated ID	Type / Status
Subject	University of Hertfordshire	`E292964`	entity
Predicate	hasFaculty	`P141`	FINISHED
Object	School of Health and Social Work The School of Health and Social Work is a faculty of the University of Hertfordshire that provides professional education and training in healthcare, social care, and related applied disciplines.	`E975535`	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 Health and Social Work | Statement: [University of Hertfordshire, hasFaculty, School of Health and Social Work]

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

Target entity: School of Health and Social Work
Context triple: [University of Hertfordshire, hasFaculty, School of Health and Social Work]

A. School of Health and Society
The School of Health and Society is a faculty of the University of Salford focused on education and research in health, social care, and related applied social sciences.
B. School of Health and Social Care
The School of Health and Social Care is an academic department at the University of Essex that focuses on education and research in health, social care, and related professional practice fields.
C. School of Health and Social Care
The School of Health and Social Care is a faculty of Edinburgh Napier University that provides professional education and research in healthcare, nursing, and social care disciplines.
D. School of Human Welfare Studies
The School of Human Welfare Studies is a faculty at Kwansei Gakuin University focused on education and research in social welfare, human services, and related fields aimed at improving quality of life.
E. College of Health & Social Sciences
The College of Health & Social Sciences is an academic division of San Francisco State University focused on preparing students for careers and research in health, human services, and social science fields.
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 Health and Social Work
Triple: [University of Hertfordshire, hasFaculty, School of Health and Social Work]

Generated description

The School of Health and Social Work is a faculty of the University of Hertfordshire that provides professional education and training in healthcare, social care, and related applied disciplines.

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

Target entity: School of Health and Social Work
Target entity description: The School of Health and Social Work is a faculty of the University of Hertfordshire that provides professional education and training in healthcare, social care, and related applied disciplines.

A. School of Health and Society
The School of Health and Society is a faculty of the University of Salford focused on education and research in health, social care, and related applied social sciences.
B. School of Health and Social Care
The School of Health and Social Care is a faculty of Edinburgh Napier University that provides professional education and research in healthcare, nursing, and social care disciplines.
C. School of Health and Social Care
The School of Health and Social Care is an academic department at the University of Essex that focuses on education and research in health, social care, and related professional practice fields.
D. School of Human Welfare Studies
The School of Human Welfare Studies is a faculty at Kwansei Gakuin University focused on education and research in social welfare, human services, and related fields aimed at improving quality of life.
E. College of Health & Social Sciences
The College of Health & Social Sciences is an academic division of San Francisco State University focused on preparing students for careers and research in health, human services, and social science fields.
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_69d6ab690ad081908c0ed3870ec82d53`	completed	April 8, 2026, 7:24 p.m.
NER	Named-entity recognition	`batch_69d91d22ba488190914342fa7e69e159`	completed	April 10, 2026, 3:54 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69f61e775dac819099d44b61cbccc109`	completed	May 2, 2026, 3:55 p.m.
NEDg	Description generation	`batch_69f61f5cc5608190a67a888eb5136ada`	completed	May 2, 2026, 3:59 p.m.
NED2	Entity disambiguation (via description)	`batch_69f62009766c8190985fafe9ba53ae7b`	completed	May 2, 2026, 4:02 p.m.

Created at: April 8, 2026, 9:52 p.m.