Triple

T23493562

Position	Surface form	Disambiguated ID	Type / Status
Subject	Network of Schools of Public Policy, Affairs, and Administration	`E571640`	entity
Predicate	abbreviation	`P43`	FINISHED
Object	NASPAA NASPAA is a global association of graduate education programs in public policy, public affairs, and public administration that sets standards and accredits professional public service degrees.	`E1588893`	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: NASPAA | Statement: [Network of Schools of Public Policy, Affairs, and Administration, abbreviation, NASPAA]

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

Target entity: NASPAA
Context triple: [Network of Schools of Public Policy, Affairs, and Administration, abbreviation, NASPAA]

A. National Board of Accreditation
The National Board of Accreditation is an autonomous body in India responsible for evaluating and accrediting technical and professional education programs to ensure quality and standards.
B. Accreditation Council for Business Schools and Programs
The Accreditation Council for Business Schools and Programs (ACBSP) is a specialized global accrediting body that evaluates and certifies the quality of business education programs at colleges and universities.
C. National Assessment and Accreditation Council
The National Assessment and Accreditation Council (NAAC) is an autonomous body in India responsible for assessing and accrediting higher education institutions to ensure quality standards in teaching, research, and infrastructure.
D. National Business Education Accreditation Council
The National Business Education Accreditation Council is a Pakistani accrediting body responsible for evaluating and ensuring the quality of business education programs at higher education institutions across the country.
E. NAAC
NAAC (National Assessment and Accreditation Council) is an autonomous body in India responsible for assessing and accrediting higher education institutions to ensure quality standards in teaching, research, and infrastructure.
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: NASPAA
Triple: [Network of Schools of Public Policy, Affairs, and Administration, abbreviation, NASPAA]

Generated description

NASPAA is a global association of graduate education programs in public policy, public affairs, and public administration that sets standards and accredits professional public service degrees.

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

Target entity: NASPAA
Target entity description: NASPAA is a global association of graduate education programs in public policy, public affairs, and public administration that sets standards and accredits professional public service degrees.

A. National Board of Accreditation
The National Board of Accreditation is an autonomous body in India responsible for evaluating and accrediting technical and professional education programs to ensure quality and standards.
B. Accreditation Council for Business Schools and Programs
The Accreditation Council for Business Schools and Programs (ACBSP) is a specialized global accrediting body that evaluates and certifies the quality of business education programs at colleges and universities.
C. National Assessment and Accreditation Council
The National Assessment and Accreditation Council (NAAC) is an autonomous body in India responsible for assessing and accrediting higher education institutions to ensure quality standards in teaching, research, and infrastructure.
D. National Business Education Accreditation Council
The National Business Education Accreditation Council is a Pakistani accrediting body responsible for evaluating and ensuring the quality of business education programs at higher education institutions across the country.
E. NAAC
NAAC (National Assessment and Accreditation Council) is an autonomous body in India responsible for assessing and accrediting higher education institutions to ensure quality standards in teaching, research, and infrastructure.
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_69e245b4829881909b77a70e942bbd54`	completed	April 17, 2026, 2:37 p.m.
NER	Named-entity recognition	`batch_69f1a7de1ab88190b6c2441c63a99713`	completed	April 29, 2026, 6:40 a.m.
NED1	Entity disambiguation (via context triple)	`batch_6a0c826ff3848190a3cdf82c26b6e22e`	completed	May 19, 2026, 3:32 p.m.
NEDg	Description generation	`batch_6a0ca6f229308190bf72b52fd44144d3`	completed	May 19, 2026, 6:07 p.m.
NED2	Entity disambiguation (via description)	`batch_6a0ca7f09af48190b7bfdae25d2f286b`	completed	May 19, 2026, 6:12 p.m.

Created at: April 17, 2026, 6:05 p.m.