Triple

T16713170

Position	Surface form	Disambiguated ID	Type / Status
Subject	Skills Strategy	`E406156`	entity
Predicate	publisher	`P29`	FINISHED
Object	OECD Publishing OECD Publishing is the publishing arm of the Organisation for Economic Co-operation and Development, producing reports, data, and analysis on global economic and social policy issues.	`E1229551`	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: OECD Publishing | Statement: [Skills Strategy, publisher, OECD Publishing]

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

Target entity: OECD Publishing
Context triple: [Skills Strategy, publisher, OECD Publishing]

A. OECD Secretariat
The OECD Secretariat is the administrative and technical body that supports the Organisation for Economic Co-operation and Development by conducting research, analysis, and coordination of its policy work.
B. OECD
The OECD (Organisation for Economic Co-operation and Development) is an international organization of mostly high-income democracies that works to promote economic growth, trade, and policy coordination among its member countries.
C. OECD Development Centre
The OECD Development Centre is a policy-oriented research and dialogue platform within the OECD that brings together member and partner countries to analyze development issues and support inclusive, sustainable growth.
D. OECD Sherpa Office
The OECD Sherpa Office is a unit within the OECD that supports high-level policy coordination and preparation for major international summits such as the G7 and G20.
E. OECD Forum
The OECD Forum is an annual multi-stakeholder conference organized by the Organisation for Economic Co-operation and Development that brings together leaders from government, business, labor, academia, and civil society to discuss global economic and social policy challenges.
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: OECD Publishing
Triple: [Skills Strategy, publisher, OECD Publishing]

Generated description

OECD Publishing is the publishing arm of the Organisation for Economic Co-operation and Development, producing reports, data, and analysis on global economic and social policy issues.

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

Target entity: OECD Publishing
Target entity description: OECD Publishing is the publishing arm of the Organisation for Economic Co-operation and Development, producing reports, data, and analysis on global economic and social policy issues.

A. OECD Secretariat
The OECD Secretariat is the administrative and technical body that supports the Organisation for Economic Co-operation and Development by conducting research, analysis, and coordination of its policy work.
B. OECD
The OECD (Organisation for Economic Co-operation and Development) is an international organization of mostly high-income democracies that works to promote economic growth, trade, and policy coordination among its member countries.
C. OECD Development Centre
The OECD Development Centre is a policy-oriented research and dialogue platform within the OECD that brings together member and partner countries to analyze development issues and support inclusive, sustainable growth.
D. OECD Sherpa Office
The OECD Sherpa Office is a unit within the OECD that supports high-level policy coordination and preparation for major international summits such as the G7 and G20.
E. OECD Forum
The OECD Forum is an annual multi-stakeholder conference organized by the Organisation for Economic Co-operation and Development that brings together leaders from government, business, labor, academia, and civil society to discuss global economic and social policy challenges.
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_69d8838f242881908abd8bc138795886`	completed	April 10, 2026, 4:58 a.m.
NER	Named-entity recognition	`batch_69e38653cdd48190863e1cc989e21f39`	completed	April 18, 2026, 1:25 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a0091a95180819099abd50dd153e229`	completed	May 10, 2026, 2:09 p.m.
NEDg	Description generation	`batch_6a00925fda608190b3674bd5e9ca6bf5`	completed	May 10, 2026, 2:12 p.m.
NED2	Entity disambiguation (via description)	`batch_6a00939075d88190a63cdd942eb3fea8`	completed	May 10, 2026, 2:17 p.m.

Created at: April 10, 2026, 5:20 a.m.