Triple

T7478561

Position	Surface form	Disambiguated ID	Type / Status
Subject	USC Price School of Public Policy	`E176690`	entity
Predicate	offersProgram	`P178`	FINISHED
Object	Master of Nonprofit Leadership and Management The Master of Nonprofit Leadership and Management is a graduate degree program focused on preparing students to lead, manage, and strengthen nonprofit and philanthropic organizations.	`E572990`	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: Master of Nonprofit Leadership and Management | Statement: [USC Price School of Public Policy, offersProgram, Master of Nonprofit Leadership and Management]

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

Target entity: Master of Nonprofit Leadership and Management
Context triple: [USC Price School of Public Policy, offersProgram, Master of Nonprofit Leadership and Management]

A. Graduate School of Nonprofit Management
The Graduate School of Nonprofit Management is an academic program specializing in training leaders and professionals for careers in nonprofit and philanthropic organizations.
B. Master of Public Administration
The Master of Public Administration is a graduate professional degree focused on developing leadership, management, and policy analysis skills for careers in public service and government.
C. Mid-Career Master in Public Administration
The Mid-Career Master in Public Administration is a one-year, intensive graduate program designed for experienced public-sector and policy professionals to enhance their leadership, analytical, and governance skills.
D. Center for Public and Nonprofit Leadership
The Center for Public and Nonprofit Leadership is a Georgetown University-based hub for research, education, and training focused on strengthening leadership and management in the public and nonprofit sectors.
E. Master of Public Policy
The Master of Public Policy is a graduate professional degree that trains students in policy analysis, economics, statistics, and management to prepare them for leadership roles in government, nonprofits, and related sectors.
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: Master of Nonprofit Leadership and Management
Triple: [USC Price School of Public Policy, offersProgram, Master of Nonprofit Leadership and Management]

Generated description

The Master of Nonprofit Leadership and Management is a graduate degree program focused on preparing students to lead, manage, and strengthen nonprofit and philanthropic organizations.

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

Target entity: Master of Nonprofit Leadership and Management
Target entity description: The Master of Nonprofit Leadership and Management is a graduate degree program focused on preparing students to lead, manage, and strengthen nonprofit and philanthropic organizations.

A. Graduate School of Nonprofit Management chosen
The Graduate School of Nonprofit Management is an academic program specializing in training leaders and professionals for careers in nonprofit and philanthropic organizations.
B. Master of Public Administration
The Master of Public Administration is a graduate professional degree focused on developing leadership, management, and policy analysis skills for careers in public service and government.
C. Mid-Career Master in Public Administration
The Mid-Career Master in Public Administration is a one-year, intensive graduate program designed for experienced public-sector and policy professionals to enhance their leadership, analytical, and governance skills.
D. Center for Public and Nonprofit Leadership
The Center for Public and Nonprofit Leadership is a Georgetown University-based hub for research, education, and training focused on strengthening leadership and management in the public and nonprofit sectors.
E. Master of Public Policy
The Master of Public Policy is a graduate professional degree that trains students in policy analysis, economics, statistics, and management to prepare them for leadership roles in government, nonprofits, and related sectors.
F. None of above.

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_69c69f236ce08190a04d7679f03b29b2`	completed	March 27, 2026, 3:15 p.m.
NER	Named-entity recognition	`batch_69c6f4f13f548190a8cc59165735b30e`	completed	March 27, 2026, 9:21 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c8348e8d108190b77e59e9df336d81`	completed	March 28, 2026, 8:05 p.m.
NEDg	Description generation	`batch_69c836441e3081909671c8c118429eb5`	completed	March 28, 2026, 8:12 p.m.
NED2	Entity disambiguation (via description)	`batch_69c836c34a488190a84e0136bc02f1cd`	completed	March 28, 2026, 8:14 p.m.

Created at: March 27, 2026, 3:42 p.m.