Triple

T61737

Position	Surface form	Disambiguated ID	Type / Status
Subject	World Meteorological Organization	`E1226`	entity
Predicate	hasGlobalProgramme	`P4561`	FINISHED
Object	World Climate Programme The World Climate Programme is an international initiative that coordinates global efforts to understand, monitor, and address climate variability and change, particularly in support of climate services and policy.	`E6745`	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: World Climate Programme | Statement: [World Meteorological Organization, hasGlobalProgramme, World Climate Programme]

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

Target entity: World Climate Programme
Context triple: [World Meteorological Organization, hasGlobalProgramme, World Climate Programme]

A. Intergovernmental Panel on Climate Change
The Intergovernmental Panel on Climate Change is a United Nations body that assesses scientific research on climate change to inform global policy and decision-making.
B. World Meteorological Organization
The World Meteorological Organization is a specialized UN agency that coordinates international cooperation on weather, climate, water resources, and related environmental issues.
C. UNESCO Man and the Biosphere Programme
The UNESCO Man and the Biosphere Programme is an intergovernmental scientific initiative that promotes sustainable development through the conservation and study of biosphere reserves around the world.
D. Center for Global Change Science
The Center for Global Change Science is an MIT research center that advances understanding of the Earth’s climate system and global environmental change through interdisciplinary science and modeling.
E. United Nations Development Programme
The United Nations Development Programme is the UN’s global development agency that works to eradicate poverty, reduce inequalities, and support sustainable development in countries worldwide.
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: World Climate Programme
Triple: [World Meteorological Organization, hasGlobalProgramme, World Climate Programme]

Generated description

The World Climate Programme is an international initiative that coordinates global efforts to understand, monitor, and address climate variability and change, particularly in support of climate services and policy.

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

Target entity: World Climate Programme
Target entity description: The World Climate Programme is an international initiative that coordinates global efforts to understand, monitor, and address climate variability and change, particularly in support of climate services and policy.

A. Intergovernmental Panel on Climate Change
The Intergovernmental Panel on Climate Change is a United Nations body that assesses scientific research on climate change to inform global policy and decision-making.
B. World Meteorological Organization
The World Meteorological Organization is a specialized UN agency that coordinates international cooperation on weather, climate, water resources, and related environmental issues.
C. UNESCO Man and the Biosphere Programme
The UNESCO Man and the Biosphere Programme is an intergovernmental scientific initiative that promotes sustainable development through the conservation and study of biosphere reserves around the world.
D. Center for Global Change Science
The Center for Global Change Science is an MIT research center that advances understanding of the Earth’s climate system and global environmental change through interdisciplinary science and modeling.
E. United Nations Development Programme
The United Nations Development Programme is the UN’s global development agency that works to eradicate poverty, reduce inequalities, and support sustainable development in countries worldwide.
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_69a24ba4f760819081f6638a3c70538a`	completed	Feb. 28, 2026, 1:57 a.m.
NER	Named-entity recognition	`batch_69a25679e0688190bc0360314af3ef46`	completed	Feb. 28, 2026, 2:44 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69a25ab9477881908508e3130068bca3`	completed	Feb. 28, 2026, 3:02 a.m.
NEDg	Description generation	`batch_69a25ba89b70819086966936d11a8dcf`	completed	Feb. 28, 2026, 3:06 a.m.
NED2	Entity disambiguation (via description)	`batch_69a25c29bf708190966d4a036ae69f10`	completed	Feb. 28, 2026, 3:08 a.m.

Created at: Feb. 28, 2026, 2:02 a.m.