Triple
T4343577
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | CFS |
E97844
|
entity |
| Predicate | worksOn |
P3
|
FINISHED |
| Object |
Framework for Action for Food Security and Nutrition in Protracted Crises
The Framework for Action for Food Security and Nutrition in Protracted Crises is a global policy instrument that guides governments and stakeholders in addressing hunger and malnutrition in countries facing prolonged conflict, instability, or recurring disasters.
|
E433990
|
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: Framework for Action for Food Security and Nutrition in Protracted Crises | Statement: [CFS, worksOn, Framework for Action for Food Security and Nutrition in Protracted Crises]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Framework for Action for Food Security and Nutrition in Protracted Crises Context triple: [CFS, worksOn, Framework for Action for Food Security and Nutrition in Protracted Crises]
-
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.
APEC Policy Partnership on Food Security
The APEC Policy Partnership on Food Security is a public–private forum within APEC that works to enhance regional food security by promoting sustainable, resilient, and inclusive food systems and trade across member economies.
-
C.
Comprehensive Refugee Response Framework
The Comprehensive Refugee Response Framework is a global approach adopted by UN member states to improve responsibility-sharing and create more predictable, sustainable responses to large-scale refugee movements.
-
D.
Household Food Insecurity Access Scale
The Household Food Insecurity Access Scale is a survey-based tool used to measure the degree and severity of problems households face in accessing adequate food, particularly in low- and middle-income country contexts.
-
E.
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.
- 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: Framework for Action for Food Security and Nutrition in Protracted Crises Triple: [CFS, worksOn, Framework for Action for Food Security and Nutrition in Protracted Crises]
Generated description
The Framework for Action for Food Security and Nutrition in Protracted Crises is a global policy instrument that guides governments and stakeholders in addressing hunger and malnutrition in countries facing prolonged conflict, instability, or recurring disasters.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Framework for Action for Food Security and Nutrition in Protracted Crises Target entity description: The Framework for Action for Food Security and Nutrition in Protracted Crises is a global policy instrument that guides governments and stakeholders in addressing hunger and malnutrition in countries facing prolonged conflict, instability, or recurring disasters.
-
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.
APEC Policy Partnership on Food Security
The APEC Policy Partnership on Food Security is a public–private forum within APEC that works to enhance regional food security by promoting sustainable, resilient, and inclusive food systems and trade across member economies.
-
C.
Comprehensive Refugee Response Framework
The Comprehensive Refugee Response Framework is a global approach adopted by UN member states to improve responsibility-sharing and create more predictable, sustainable responses to large-scale refugee movements.
-
D.
Household Food Insecurity Access Scale
The Household Food Insecurity Access Scale is a survey-based tool used to measure the degree and severity of problems households face in accessing adequate food, particularly in low- and middle-income country contexts.
-
E.
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.
- 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_69b34548402c819085ab68b27c235a87 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b35188e71c8190a3e82fa8d959de94 |
completed | March 12, 2026, 11:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5dba2b49c81909b7bf87672d71611 |
completed | March 14, 2026, 10:05 p.m. |
| NEDg | Description generation | batch_69b5df98cf5481909dac60a952fab0a9 |
completed | March 14, 2026, 10:22 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5e01c65648190a34a86dd5a2c8fc8 |
completed | March 14, 2026, 10:24 p.m. |
Created at: March 12, 2026, 11:14 p.m.