Triple

T4077079
Position Surface form Disambiguated ID Type / Status
Subject Food Insecurity Experience Scale E87388 entity
Predicate relatedTo P37 FINISHED
Object 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.
E411511 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: Household Food Insecurity Access Scale | Statement: [Food Insecurity Experience Scale, relatedTo, Household Food Insecurity Access Scale]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Household Food Insecurity Access Scale
Context triple: [Food Insecurity Experience Scale, relatedTo, Household Food Insecurity Access Scale]
  • A. 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.
  • B. 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.
  • C. National Programs in Nutrition, Food Safety, and Quality
    National Programs in Nutrition, Food Safety, and Quality are U.S. federal research initiatives focused on improving dietary health, ensuring the safety of the food supply, and enhancing overall food quality.
  • D. 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.
  • E. WIC Farmers' Market Nutrition Program
    The WIC Farmers' Market Nutrition Program is a U.S. nutrition assistance initiative that provides eligible women, infants, and children with coupons or benefits to purchase fresh, locally grown fruits and vegetables from authorized farmers’ markets and farm stands.
  • 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: Household Food Insecurity Access Scale
Triple: [Food Insecurity Experience Scale, relatedTo, Household Food Insecurity Access Scale]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Household Food Insecurity Access Scale
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. National Programs in Nutrition, Food Safety, and Quality
    National Programs in Nutrition, Food Safety, and Quality are U.S. federal research initiatives focused on improving dietary health, ensuring the safety of the food supply, and enhancing overall food quality.
  • D. 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.
  • E. WIC Farmers' Market Nutrition Program
    The WIC Farmers' Market Nutrition Program is a U.S. nutrition assistance initiative that provides eligible women, infants, and children with coupons or benefits to purchase fresh, locally grown fruits and vegetables from authorized farmers’ markets and farm stands.
  • 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_69aed9435cf48190ad1da737c962d19d completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aefc4d348c8190a94724639830aca0 completed March 9, 2026, 4:58 p.m.
NED1 Entity disambiguation (via context triple) batch_69b562bea9b48190bcd1396c0cb19697 completed March 14, 2026, 1:29 p.m.
NEDg Description generation batch_69b563b5cc108190bb9684abafa608af completed March 14, 2026, 1:33 p.m.
NED2 Entity disambiguation (via description) batch_69b5646606f08190930451ac372154cd completed March 14, 2026, 1:36 p.m.
Created at: March 9, 2026, 3:39 p.m.