Triple

T23153637

Position	Surface form	Disambiguated ID	Type / Status
Subject	Consumer Empowerment and Market Conduct Working Group	`E578383`	entity
Predicate	abbreviation	`P43`	FINISHED
Object	CEMC Working Group The CEMC Working Group is a specialized body focused on strengthening consumer protection, empowerment, and fair market conduct in financial and related markets.	`E1574225`	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: CEMC Working Group | Statement: [Consumer Empowerment and Market Conduct Working Group, abbreviation, CEMC Working Group]

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

Target entity: CEMC Working Group
Context triple: [Consumer Empowerment and Market Conduct Working Group, abbreviation, CEMC Working Group]

A. Canadian Mathematical Society
The Canadian Mathematical Society is a national organization that promotes the advancement, discovery, learning, and application of mathematics in Canada through publications, conferences, and educational initiatives.
B. Mathematics Society, University of Waterloo
Mathematics Society, University of Waterloo is the student-run organization representing and supporting math students at the University of Waterloo through academic services, events, and advocacy.
C. UBC Math Club
UBC Math Club is a student-run organization at the University of British Columbia that promotes interest in mathematics through academic, social, and outreach activities for math enthusiasts.
D. Commonwealth Association of Science, Technology and Mathematics Educators
The Commonwealth Association of Science, Technology and Mathematics Educators is a professional body that promotes and supports the development of STEM education across Commonwealth countries.
E. Trinity Mathematical Society
The Trinity Mathematical Society is a student-run organization at Trinity College, Cambridge, that promotes interest and engagement in mathematics through talks, events, and a community of math enthusiasts.
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: CEMC Working Group
Triple: [Consumer Empowerment and Market Conduct Working Group, abbreviation, CEMC Working Group]

Generated description

The CEMC Working Group is a specialized body focused on strengthening consumer protection, empowerment, and fair market conduct in financial and related markets.

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

Target entity: CEMC Working Group
Target entity description: The CEMC Working Group is a specialized body focused on strengthening consumer protection, empowerment, and fair market conduct in financial and related markets.

A. Canadian Mathematical Society
The Canadian Mathematical Society is a national organization that promotes the advancement, discovery, learning, and application of mathematics in Canada through publications, conferences, and educational initiatives.
B. Mathematics Society, University of Waterloo
Mathematics Society, University of Waterloo is the student-run organization representing and supporting math students at the University of Waterloo through academic services, events, and advocacy.
C. UBC Math Club
UBC Math Club is a student-run organization at the University of British Columbia that promotes interest in mathematics through academic, social, and outreach activities for math enthusiasts.
D. Commonwealth Association of Science, Technology and Mathematics Educators
The Commonwealth Association of Science, Technology and Mathematics Educators is a professional body that promotes and supports the development of STEM education across Commonwealth countries.
E. Trinity Mathematical Society
The Trinity Mathematical Society is a student-run organization at Trinity College, Cambridge, that promotes interest and engagement in mathematics through talks, events, and a community of math enthusiasts.
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_69e245fb8de081908f0eba7b5fd75bc4`	completed	April 17, 2026, 2:38 p.m.
NER	Named-entity recognition	`batch_69f18efbe9a08190bcb6e822b8eab544`	completed	April 29, 2026, 4:54 a.m.
NED1	Entity disambiguation (via context triple)	`batch_6a0c309c3da48190b07c64b10fda58ff`	completed	May 19, 2026, 9:42 a.m.
NEDg	Description generation	`batch_6a0c31dd458c8190b8e98870dd5e19c5`	completed	May 19, 2026, 9:48 a.m.
NED2	Entity disambiguation (via description)	`batch_6a0c325f5c248190b35e2c88b384ac31`	completed	May 19, 2026, 9:50 a.m.

Created at: April 17, 2026, 4:01 p.m.