Triple
T16964634
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | FIES |
E411510
|
entity |
| Predicate | organizationContext |
P44998
|
FINISHED |
| Object |
FAO Voices of the Hungry project
The FAO Voices of the Hungry project is a global initiative by the Food and Agriculture Organization that measures people’s direct experiences of food insecurity through the Food Insecurity Experience Scale (FIES) to inform policies aimed at ending hunger.
|
E1242562
|
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 Voices of the Hungry project | Statement: [FIES, organizationContext, FAO Voices of the Hungry project]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: FAO Voices of the Hungry project Context triple: [FIES, organizationContext, FAO Voices of the Hungry project]
-
A.
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.
-
B.
Food for Progress
Food for Progress is a U.S. Department of Agriculture program that supports agricultural development and trade in developing countries by providing commodities and financial assistance.
-
C.
FAO Medium Term Plan
The FAO Medium Term Plan is a strategic framework that outlines the Food and Agriculture Organization’s priorities, objectives, and expected results over a multi-year period to guide its programmes and resource allocation.
-
D.
FAO Strategic Framework
The FAO Strategic Framework is the overarching long-term plan that guides the Food and Agriculture Organization’s priorities, objectives, and resource allocation to support sustainable agriculture, food security, and rural development worldwide.
-
E.
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.
- 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 Voices of the Hungry project Triple: [FIES, organizationContext, FAO Voices of the Hungry project]
Generated description
The FAO Voices of the Hungry project is a global initiative by the Food and Agriculture Organization that measures people’s direct experiences of food insecurity through the Food Insecurity Experience Scale (FIES) to inform policies aimed at ending hunger.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: FAO Voices of the Hungry project Target entity description: The FAO Voices of the Hungry project is a global initiative by the Food and Agriculture Organization that measures people’s direct experiences of food insecurity through the Food Insecurity Experience Scale (FIES) to inform policies aimed at ending hunger.
-
A.
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.
-
B.
Food for Progress
Food for Progress is a U.S. Department of Agriculture program that supports agricultural development and trade in developing countries by providing commodities and financial assistance.
-
C.
FAO Medium Term Plan
The FAO Medium Term Plan is a strategic framework that outlines the Food and Agriculture Organization’s priorities, objectives, and expected results over a multi-year period to guide its programmes and resource allocation.
-
D.
FAO Strategic Framework
The FAO Strategic Framework is the overarching long-term plan that guides the Food and Agriculture Organization’s priorities, objectives, and resource allocation to support sustainable agriculture, food security, and rural development worldwide.
-
E.
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.
- 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_69d886c9c9d481909afe222093641cae |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3d0a2cda88190bd574a869f0e43e9 |
completed | April 18, 2026, 6:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00d46cb56481908c2bc6648a12fbcf |
completed | May 10, 2026, 6:54 p.m. |
| NEDg | Description generation | batch_6a00d4f1bfa48190903bedc43ed6db75 |
completed | May 10, 2026, 6:56 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00d59b96108190a0e55f01529a0b64 |
completed | May 10, 2026, 6:59 p.m. |
Created at: April 10, 2026, 5:31 a.m.