Triple
T740545
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | State of Food Security and Nutrition in the World |
E15232
|
entity |
| Predicate | usesIndicator |
P19514
|
FINISHED |
| Object |
Food Insecurity Experience Scale
The Food Insecurity Experience Scale is a globally used survey-based tool that measures people’s direct experiences of food access constraints to assess the severity and prevalence of food insecurity.
|
E87388
|
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: Food Insecurity Experience Scale | Statement: [State of Food Security and Nutrition in the World, usesIndicator, Food Insecurity Experience Scale]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Food Insecurity Experience Scale Context triple: [State of Food Security and Nutrition in the World, usesIndicator, Food Insecurity Experience Scale]
-
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.
Multidimensional Poverty Index
The Multidimensional Poverty Index is a global measure that assesses poverty by capturing multiple deprivations in health, education, and living standards at the household and individual level.
-
C.
Society for the Anthropology of Food and Nutrition
The Society for the Anthropology of Food and Nutrition is a scholarly organization that promotes anthropological research and dialogue on the cultural, social, and biological dimensions of food and nutrition.
-
D.
Poverty and Famines
Poverty and Famines is a seminal book by economist Amartya Sen that revolutionized the understanding of famine by arguing that they result more from failures of access and entitlement than from food shortages alone.
-
E.
An Inquiry into Well-Being and Destitution
An Inquiry into Well-Being and Destitution is an influential economic and philosophical treatise that rigorously examines the concepts of welfare, poverty, and inequality within a comprehensive theoretical framework.
- 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: Food Insecurity Experience Scale Triple: [State of Food Security and Nutrition in the World, usesIndicator, Food Insecurity Experience Scale]
Generated description
The Food Insecurity Experience Scale is a globally used survey-based tool that measures people’s direct experiences of food access constraints to assess the severity and prevalence of food insecurity.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Food Insecurity Experience Scale Target entity description: The Food Insecurity Experience Scale is a globally used survey-based tool that measures people’s direct experiences of food access constraints to assess the severity and prevalence of food insecurity.
-
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.
Multidimensional Poverty Index
The Multidimensional Poverty Index is a global measure that assesses poverty by capturing multiple deprivations in health, education, and living standards at the household and individual level.
-
C.
Society for the Anthropology of Food and Nutrition
The Society for the Anthropology of Food and Nutrition is a scholarly organization that promotes anthropological research and dialogue on the cultural, social, and biological dimensions of food and nutrition.
-
D.
Poverty and Famines
Poverty and Famines is a seminal book by economist Amartya Sen that revolutionized the understanding of famine by arguing that they result more from failures of access and entitlement than from food shortages alone.
-
E.
An Inquiry into Well-Being and Destitution
An Inquiry into Well-Being and Destitution is an influential economic and philosophical treatise that rigorously examines the concepts of welfare, poverty, and inequality within a comprehensive theoretical framework.
- 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_69a49358aa308190adbc9b5a0a2adcf9 |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a4aa9ba3888190889a1ad554f73c5e |
completed | March 1, 2026, 9:07 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a64a63f9288190b86e4a75467acce0 |
completed | March 3, 2026, 2:41 a.m. |
| NEDg | Description generation | batch_69a64aef14c48190b947a4c3a7becc0f |
completed | March 3, 2026, 2:43 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a64b80d5fc81909e69832457569064 |
completed | March 3, 2026, 2:46 a.m. |
Created at: March 1, 2026, 7:37 p.m.