Triple

T15404692

Position	Surface form	Disambiguated ID	Type / Status
Subject	Biden School of Public Policy and Administration	`E368419`	entity
Predicate	hasResearchCenter	`P40`	FINISHED
Object	Institute for Public Administration The Institute for Public Administration is a research and public service center at the University of Delaware that focuses on improving governance, policy, and community development through applied research, training, and technical assistance.	`E1155096`	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: Institute for Public Administration | Statement: [Biden School of Public Policy and Administration, hasResearchCenter, Institute for Public Administration]

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

Target entity: Institute for Public Administration
Context triple: [Biden School of Public Policy and Administration, hasResearchCenter, Institute for Public Administration]

A. Institute of Public Administration
The Institute of Public Administration is an Irish educational and training body specializing in public sector management, governance, and policy studies.
B. Institute of Public Administration and Management
The Institute of Public Administration and Management is a constituent college of the University of Sierra Leone specializing in training and education in public administration, management, and related fields.
C. Institute of Administration
The Institute of Administration is a specialized academic and professional training center within Ahmadu Bello University in Nigeria, focused on public administration, management, and policy studies.
D. National Academy of Public Administration
The National Academy of Public Administration is an independent, nonpartisan organization in the United States that provides expert advice and analysis to improve government management and public policy.
E. Institute of Administrative Sciences
The Institute of Administrative Sciences is a key academic unit of the University of the Punjab in Lahore, Pakistan, specializing in public administration, management, and related social science disciplines.
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: Institute for Public Administration
Triple: [Biden School of Public Policy and Administration, hasResearchCenter, Institute for Public Administration]

Generated description

The Institute for Public Administration is a research and public service center at the University of Delaware that focuses on improving governance, policy, and community development through applied research, training, and technical assistance.

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

Target entity: Institute for Public Administration
Target entity description: The Institute for Public Administration is a research and public service center at the University of Delaware that focuses on improving governance, policy, and community development through applied research, training, and technical assistance.

A. Institute of Public Administration
The Institute of Public Administration is an Irish educational and training body specializing in public sector management, governance, and policy studies.
B. Institute of Public Administration and Management
The Institute of Public Administration and Management is a constituent college of the University of Sierra Leone specializing in training and education in public administration, management, and related fields.
C. Institute of Administration
The Institute of Administration is a specialized academic and professional training center within Ahmadu Bello University in Nigeria, focused on public administration, management, and policy studies.
D. National Academy of Public Administration
The National Academy of Public Administration is an independent, nonpartisan organization in the United States that provides expert advice and analysis to improve government management and public policy.
E. Institute of Administrative Sciences
The Institute of Administrative Sciences is a key academic unit of the University of the Punjab in Lahore, Pakistan, specializing in public administration, management, and related social science disciplines.
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_69d85a16c68c819099c1b547fbc87b32`	completed	April 10, 2026, 2:01 a.m.
NER	Named-entity recognition	`batch_69e03e8fde64819082ec0c68df305561`	completed	April 16, 2026, 1:42 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ff135a26f08190ad3fc1d5a263a24e`	completed	May 9, 2026, 10:58 a.m.
NEDg	Description generation	`batch_69ff144af00481909191a2d33874c195`	completed	May 9, 2026, 11:02 a.m.
NED2	Entity disambiguation (via description)	`batch_69ff15ae7c9c81909fd0894e48e5b5b1`	completed	May 9, 2026, 11:08 a.m.

Created at: April 10, 2026, 3:19 a.m.