Triple

T740510
Position Surface form Disambiguated ID Type / Status
Subject Director-General of FAO E15231 entity
Predicate associatedWith P37 FINISHED
Object Zero Hunger
Zero Hunger is a United Nations Sustainable Development Goal aimed at ending hunger, achieving food security and improved nutrition, and promoting sustainable agriculture worldwide.
E87386 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: Zero Hunger | Statement: [Director-General of FAO, associatedWith, Zero Hunger]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Zero Hunger
Context triple: [Director-General of FAO, associatedWith, Zero 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. 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.
  • C. Millennium Development Goals
    The Millennium Development Goals were a set of eight global targets adopted by the United Nations in 2000 to address extreme poverty, health, education, gender equality, and environmental sustainability by 2015.
  • D. Battle for Grain
    The Battle for Grain was a major Fascist Italian agricultural policy initiative launched by Benito Mussolini in the 1920s to boost domestic wheat production and reduce reliance on foreign imports.
  • E. World Food Programme
    The World Food Programme is the United Nations’ leading humanitarian organization focused on combating global hunger and providing emergency food assistance and nutrition support to vulnerable populations 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: Zero Hunger
Triple: [Director-General of FAO, associatedWith, Zero Hunger]
Generated description
Zero Hunger is a United Nations Sustainable Development Goal aimed at ending hunger, achieving food security and improved nutrition, and promoting sustainable agriculture worldwide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Zero Hunger
Target entity description: Zero Hunger is a United Nations Sustainable Development Goal aimed at ending hunger, achieving food security and improved nutrition, and promoting sustainable agriculture worldwide.
  • 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. 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.
  • C. Millennium Development Goals
    The Millennium Development Goals were a set of eight global targets adopted by the United Nations in 2000 to address extreme poverty, health, education, gender equality, and environmental sustainability by 2015.
  • D. Battle for Grain
    The Battle for Grain was a major Fascist Italian agricultural policy initiative launched by Benito Mussolini in the 1920s to boost domestic wheat production and reduce reliance on foreign imports.
  • E. World Food Programme
    The World Food Programme is the United Nations’ leading humanitarian organization focused on combating global hunger and providing emergency food assistance and nutrition support to vulnerable populations 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_69a49358aa308190adbc9b5a0a2adcf9 completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4a5f4ccb48190a4eb8679a59d8e24 completed March 1, 2026, 8:47 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.