Triple

T4027768

Position	Surface form	Disambiguated ID	Type / Status
Subject	CPLP Youth Forum	`E83632`	entity
Predicate	hasStakeholder	`P1553`	FINISHED
Object	CPLP institutions CPLP institutions are the official bodies and organizations that make up the Community of Portuguese Language Countries, coordinating political, cultural, and cooperative initiatives among its member states.	`E407686`	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: CPLP institutions | Statement: [CPLP Youth Forum, hasStakeholder, CPLP institutions]

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

Target entity: CPLP institutions
Context triple: [CPLP Youth Forum, hasStakeholder, CPLP institutions]

A. National Institute of Education
The National Institute of Education was a U.S. federal agency responsible for supporting and coordinating educational research and improvement nationwide.
B. College of Education and External Studies
The College of Education and External Studies is a constituent college of Makerere University in Uganda that specializes in teacher education, distance learning, and research in educational disciplines.
C. Commonwealth of Learning
The Commonwealth of Learning is an intergovernmental organization that supports and advances open and distance learning across Commonwealth countries, with a strong emphasis on expanding access to education through open educational resources and technology.
D. Centre for Continuing Education
The Centre for Continuing Education is an academic unit of the University of Regina that offers flexible, lifelong learning opportunities such as professional development, adult education, and part-time studies.
E. Graduate School of Language and Culture
The Graduate School of Language and Culture is a specialized graduate division of Osaka University focused on advanced research and education in languages, linguistics, and intercultural studies.
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: CPLP institutions
Triple: [CPLP Youth Forum, hasStakeholder, CPLP institutions]

Generated description

CPLP institutions are the official bodies and organizations that make up the Community of Portuguese Language Countries, coordinating political, cultural, and cooperative initiatives among its member states.

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

Target entity: CPLP institutions
Target entity description: CPLP institutions are the official bodies and organizations that make up the Community of Portuguese Language Countries, coordinating political, cultural, and cooperative initiatives among its member states.

A. National Institute of Education
The National Institute of Education was a U.S. federal agency responsible for supporting and coordinating educational research and improvement nationwide.
B. College of Education and External Studies
The College of Education and External Studies is a constituent college of Makerere University in Uganda that specializes in teacher education, distance learning, and research in educational disciplines.
C. Commonwealth of Learning
The Commonwealth of Learning is an intergovernmental organization that supports and advances open and distance learning across Commonwealth countries, with a strong emphasis on expanding access to education through open educational resources and technology.
D. Centre for Continuing Education
The Centre for Continuing Education is an academic unit of the University of Regina that offers flexible, lifelong learning opportunities such as professional development, adult education, and part-time studies.
E. Graduate School of Language and Culture
The Graduate School of Language and Culture is a specialized graduate division of Osaka University focused on advanced research and education in languages, linguistics, and intercultural studies.
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_69aed92e29ac819080f7a98b594fec05`	completed	March 9, 2026, 2:29 p.m.
NER	Named-entity recognition	`batch_69aefaeec44881909a6c008eeae204df`	completed	March 9, 2026, 4:53 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b556325c48819099d4cb5c2049d7e7`	completed	March 14, 2026, 12:36 p.m.
NEDg	Description generation	`batch_69b556bd17f481909647a10398025f3e`	completed	March 14, 2026, 12:38 p.m.
NED2	Entity disambiguation (via description)	`batch_69b55733159481908d5a427a57bef9a3`	completed	March 14, 2026, 12:40 p.m.

Created at: March 9, 2026, 3:36 p.m.