Triple

T4412207
Position Surface form Disambiguated ID Type / Status
Subject Mohammed bin Rashid Al Maktoum Global Initiatives E94875 entity
Predicate hasPart P35 FINISHED
Object 1 Billion Meals initiative
The 1 Billion Meals initiative is a large-scale humanitarian campaign aimed at providing one billion meals to vulnerable and underprivileged communities around the world.
E438797 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: 1 Billion Meals initiative | Statement: [Mohammed bin Rashid Al Maktoum Global Initiatives, hasPart, 1 Billion Meals initiative]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: 1 Billion Meals initiative
Context triple: [Mohammed bin Rashid Al Maktoum Global Initiatives, hasPart, 1 Billion Meals initiative]
  • A. Food for Progress
    Food for Progress is a U.S. Department of Agriculture program that supports agricultural development and trade in developing countries by providing commodities and financial assistance.
  • B. Supplementary Feeding Program
    The Supplementary Feeding Program is a Philippine government initiative that provides additional nutritious meals to undernourished children, particularly in day care centers and marginalized communities, to improve their health and development.
  • C. Goals 2000 initiative
    The Goals 2000 initiative was a major U.S. federal education reform program of the 1990s that sought to raise academic standards nationwide through outcome-based goals and increased accountability for schools.
  • D. Eat Out to Help Out scheme
    The Eat Out to Help Out scheme was a UK government initiative during the COVID-19 pandemic that offered diners discounted meals in restaurants to stimulate the struggling hospitality sector.
  • E. 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.
  • 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: 1 Billion Meals initiative
Triple: [Mohammed bin Rashid Al Maktoum Global Initiatives, hasPart, 1 Billion Meals initiative]
Generated description
The 1 Billion Meals initiative is a large-scale humanitarian campaign aimed at providing one billion meals to vulnerable and underprivileged communities around the world.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: 1 Billion Meals initiative
Target entity description: The 1 Billion Meals initiative is a large-scale humanitarian campaign aimed at providing one billion meals to vulnerable and underprivileged communities around the world.
  • A. Food for Progress
    Food for Progress is a U.S. Department of Agriculture program that supports agricultural development and trade in developing countries by providing commodities and financial assistance.
  • B. Supplementary Feeding Program
    The Supplementary Feeding Program is a Philippine government initiative that provides additional nutritious meals to undernourished children, particularly in day care centers and marginalized communities, to improve their health and development.
  • C. Goals 2000 initiative
    The Goals 2000 initiative was a major U.S. federal education reform program of the 1990s that sought to raise academic standards nationwide through outcome-based goals and increased accountability for schools.
  • D. Eat Out to Help Out scheme
    The Eat Out to Help Out scheme was a UK government initiative during the COVID-19 pandemic that offered diners discounted meals in restaurants to stimulate the struggling hospitality sector.
  • E. 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.
  • 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_69b34539638c8190abfea3eb29425210 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b354e656dc819093ca8395d7334006 completed March 13, 2026, 12:05 a.m.
NED1 Entity disambiguation (via context triple) batch_69b5f6131de08190968259a0be73cd3f completed March 14, 2026, 11:58 p.m.
NEDg Description generation batch_69b5f76c8ea08190a6f6c81f0c3dcea7 completed March 15, 2026, 12:03 a.m.
NED2 Entity disambiguation (via description) batch_69b5f7e313f48190afb83123e3b24926 completed March 15, 2026, 12:05 a.m.
Created at: March 12, 2026, 11:29 p.m.