Triple

T642945

Position	Surface form	Disambiguated ID	Type / Status
Subject	FAO Conference	`E16777`	entity
Predicate	approves	`P547`	FINISHED
Object	FAO Programme of Work and Budget The FAO Programme of Work and Budget is the biennial planning and financial framework that outlines the Food and Agriculture Organization’s priorities, activities, and resource allocations for addressing global food and agriculture challenges.	`E80296`	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: FAO Programme of Work and Budget | Statement: [FAO Conference, approves, FAO Programme of Work and Budget]

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

Target entity: FAO Programme of Work and Budget
Context triple: [FAO Conference, approves, FAO Programme of Work and Budget]

A. FAO Council
The FAO Council is the executive governing body of the Food and Agriculture Organization that oversees its programs, budget, and policy direction between sessions of the FAO Conference.
B. FAO Conference
The FAO Conference is the supreme decision-making body of the Food and Agriculture Organization, where member countries meet to set global policies and priorities on food security, agriculture, and nutrition.
C. Food and Agriculture Organization
The Food and Agriculture Organization is a United Nations specialized agency that leads international efforts to defeat hunger and improve food security, nutrition, and sustainable agriculture worldwide.
D. State of Food Security and Nutrition in the World
State of Food Security and Nutrition in the World is an annual flagship UN report that provides comprehensive analysis and statistics on global hunger, food insecurity, and malnutrition trends.
E. Committee on World Food Security
The Committee on World Food Security is a United Nations intergovernmental platform that coordinates global efforts to achieve food security and improved nutrition for all.
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: FAO Programme of Work and Budget
Triple: [FAO Conference, approves, FAO Programme of Work and Budget]

Generated description

The FAO Programme of Work and Budget is the biennial planning and financial framework that outlines the Food and Agriculture Organization’s priorities, activities, and resource allocations for addressing global food and agriculture challenges.

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

Target entity: FAO Programme of Work and Budget
Target entity description: The FAO Programme of Work and Budget is the biennial planning and financial framework that outlines the Food and Agriculture Organization’s priorities, activities, and resource allocations for addressing global food and agriculture challenges.

A. FAO Council
The FAO Council is the executive governing body of the Food and Agriculture Organization that oversees its programs, budget, and policy direction between sessions of the FAO Conference.
B. FAO Conference
The FAO Conference is the supreme decision-making body of the Food and Agriculture Organization, where member countries meet to set global policies and priorities on food security, agriculture, and nutrition.
C. Food and Agriculture Organization
The Food and Agriculture Organization is a United Nations specialized agency that leads international efforts to defeat hunger and improve food security, nutrition, and sustainable agriculture worldwide.
D. State of Food Security and Nutrition in the World
State of Food Security and Nutrition in the World is an annual flagship UN report that provides comprehensive analysis and statistics on global hunger, food insecurity, and malnutrition trends.
E. Committee on World Food Security
The Committee on World Food Security is a United Nations intergovernmental platform that coordinates global efforts to achieve food security and improved nutrition for all.
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_69a4936be1c88190af56540324b57da7`	completed	March 1, 2026, 7:28 p.m.
NER	Named-entity recognition	`batch_69a49f03db7481909e49c325c5f7cdae`	completed	March 1, 2026, 8:18 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69a5778faa788190ac246d6cd6b983f4`	completed	March 2, 2026, 11:42 a.m.
NEDg	Description generation	`batch_69a57806b6148190a56a1ed535bb3a65`	completed	March 2, 2026, 11:44 a.m.
NED2	Entity disambiguation (via description)	`batch_69a5785996748190ae7761d190bbd35f`	completed	March 2, 2026, 11:45 a.m.

Created at: March 1, 2026, 7:36 p.m.