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.