Triple

T10981881

Position	Surface form	Disambiguated ID	Type / Status
Subject	Anderson University (South Carolina)	`E259526`	entity
Predicate	hasAcademicUnit	`P1488`	FINISHED
Object	School of Public Service and Administration The School of Public Service and Administration is an academic unit at Anderson University in South Carolina that focuses on preparing students for careers in public administration, criminal justice, emergency management, and related public service fields.	`E897158`	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 Public Service and Administration | Statement: [Anderson University (South Carolina), hasAcademicUnit, School of Public Service and Administration]

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

Target entity: School of Public Service and Administration
Context triple: [Anderson University (South Carolina), hasAcademicUnit, School of Public Service and Administration]

A. School of Public Administration
The School of Public Administration is an academic unit of Zhongnan University of Economics and Law specializing in education and research on public management, public policy, and related administrative sciences.
B. School of Public Service
The School of Public Service is an academic unit at Boise State University focused on education and research in public policy, governance, and community engagement.
C. School of Public Management and Administration
The School of Public Management and Administration is an academic unit specializing in education and research on public sector governance, policy, and administrative practice.
D. School of Public Policy and Administration
The School of Public Policy and Administration is a Carleton University academic unit specializing in education and research on public policy, public management, and governance.
E. Graduate School of Public Administration
The Graduate School of Public Administration is a professional graduate school at Seoul National University specializing in education and research in public policy, public management, and governance.
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 Public Service and Administration
Triple: [Anderson University (South Carolina), hasAcademicUnit, School of Public Service and Administration]

Generated description

The School of Public Service and Administration is an academic unit at Anderson University in South Carolina that focuses on preparing students for careers in public administration, criminal justice, emergency management, and related public service fields.

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

Target entity: School of Public Service and Administration
Target entity description: The School of Public Service and Administration is an academic unit at Anderson University in South Carolina that focuses on preparing students for careers in public administration, criminal justice, emergency management, and related public service fields.

A. School of Public Administration
The School of Public Administration is an academic unit of Zhongnan University of Economics and Law specializing in education and research on public management, public policy, and related administrative sciences.
B. School of Public Service
The School of Public Service is an academic unit at Boise State University focused on education and research in public policy, governance, and community engagement.
C. School of Public Management and Administration
The School of Public Management and Administration is an academic unit specializing in education and research on public sector governance, policy, and administrative practice.
D. School of Public Policy and Administration
The School of Public Policy and Administration is a Carleton University academic unit specializing in education and research on public policy, public management, and governance.
E. Graduate School of Public Administration
The Graduate School of Public Administration is a professional graduate school at Seoul National University specializing in education and research in public policy, public management, and governance.
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_69d6aa895f4c8190887a15460ef622f4`	completed	April 8, 2026, 7:20 p.m.
NER	Named-entity recognition	`batch_69d772ea940c8190ab3e62e89244f954`	completed	April 9, 2026, 9:35 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69e2d7d57a6c8190bcde1d7267708b3a`	completed	April 18, 2026, 1:01 a.m.
NEDg	Description generation	`batch_69e2ff21f7ac81908462ed031f6d3edd`	completed	April 18, 2026, 3:48 a.m.
NED2	Entity disambiguation (via description)	`batch_69e3263a8a788190b06f05c0aab860c1`	completed	April 18, 2026, 6:35 a.m.

Created at: April 8, 2026, 9:24 p.m.