Triple

T14141110

Position	Surface form	Disambiguated ID	Type / Status
Subject	LA&PS	`E350428`	entity
Predicate	offersProgram	`P178`	FINISHED
Object	Public Policy and Administration Public Policy and Administration is an interdisciplinary field of study focused on how governments and public organizations design, implement, and evaluate policies and manage public resources and services.	`E1082774`	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: Public Policy and Administration | Statement: [LA&PS, offersProgram, Public Policy and Administration]

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

Target entity: Public Policy and Administration
Context triple: [LA&PS, offersProgram, Public Policy and Administration]

A. 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.
B. School of Public Affairs and Governance
The School of Public Affairs and Governance is an academic unit of Silliman University specializing in education and research in public administration, governance, and related social policy fields.
C. 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.
D. School of Public Policy and Management
The School of Public Policy and Management is Tsinghua University’s leading institution for education and research in public administration, public policy, and related social sciences, training policymakers and public sector leaders in China and globally.
E. Department of Public Policy and Management
The Department of Public Policy and Management is an academic unit at the USC Price School focused on teaching and research in public policy analysis, 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: Public Policy and Administration
Triple: [LA&PS, offersProgram, Public Policy and Administration]

Generated description

Public Policy and Administration is an interdisciplinary field of study focused on how governments and public organizations design, implement, and evaluate policies and manage public resources and services.

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

Target entity: Public Policy and Administration
Target entity description: Public Policy and Administration is an interdisciplinary field of study focused on how governments and public organizations design, implement, and evaluate policies and manage public resources and services.

A. 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.
B. School of Public Affairs and Governance
The School of Public Affairs and Governance is an academic unit of Silliman University specializing in education and research in public administration, governance, and related social policy fields.
C. 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.
D. School of Public Policy and Management
The School of Public Policy and Management is Tsinghua University’s leading institution for education and research in public administration, public policy, and related social sciences, training policymakers and public sector leaders in China and globally.
E. Department of Public Policy and Management
The Department of Public Policy and Management is an academic unit at the USC Price School focused on teaching and research in public policy analysis, 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_69d827865f608190b311820428ae027b`	completed	April 9, 2026, 10:26 p.m.
NER	Named-entity recognition	`batch_69de611ed3508190add37baa30d1d134`	completed	April 14, 2026, 3:45 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69fcdf18e3d08190b287e2da192d05eb`	completed	May 7, 2026, 6:51 p.m.
NEDg	Description generation	`batch_69fce1a2a4c881908d18b45917286712`	completed	May 7, 2026, 7:01 p.m.
NED2	Entity disambiguation (via description)	`batch_69fce24e7860819097f51a4907c894a7`	completed	May 7, 2026, 7:04 p.m.

Created at: April 10, 2026, 12:47 a.m.