Triple

T15836684
Position Surface form Disambiguated ID Type / Status
Subject Somalian famine of 2011 E384001 entity
Predicate classificationSystem P6736 FINISHED
Object Integrated Food Security Phase Classification
The Integrated Food Security Phase Classification is a standardized global system used to assess and communicate the severity and magnitude of food insecurity and famine situations.
E1180387 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: Integrated Food Security Phase Classification | Statement: [Somalian famine of 2011, classificationSystem, Integrated Food Security Phase Classification]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Integrated Food Security Phase Classification
Context triple: [Somalian famine of 2011, classificationSystem, Integrated Food Security Phase Classification]
  • A. 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.
  • 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. Framework for Action for Food Security and Nutrition in Protracted Crises
    The Framework for Action for Food Security and Nutrition in Protracted Crises is a global policy instrument that guides governments and stakeholders in addressing hunger and malnutrition in countries facing prolonged conflict, instability, or recurring disasters.
  • D. 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.
  • E. Humanitarian Data Exchange
    Humanitarian Data Exchange is an open humanitarian data platform that enables organizations to share, discover, and use data for crisis preparedness and response.
  • 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: Integrated Food Security Phase Classification
Triple: [Somalian famine of 2011, classificationSystem, Integrated Food Security Phase Classification]
Generated description
The Integrated Food Security Phase Classification is a standardized global system used to assess and communicate the severity and magnitude of food insecurity and famine situations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Integrated Food Security Phase Classification
Target entity description: The Integrated Food Security Phase Classification is a standardized global system used to assess and communicate the severity and magnitude of food insecurity and famine situations.
  • A. 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.
  • 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. Framework for Action for Food Security and Nutrition in Protracted Crises
    The Framework for Action for Food Security and Nutrition in Protracted Crises is a global policy instrument that guides governments and stakeholders in addressing hunger and malnutrition in countries facing prolonged conflict, instability, or recurring disasters.
  • D. 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.
  • E. Humanitarian Data Exchange
    Humanitarian Data Exchange is an open humanitarian data platform that enables organizations to share, discover, and use data for crisis preparedness and response.
  • 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_69d86da34c888190976e06c4019d415a completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e142e1fcd48190bcb884f6c65db847 completed April 16, 2026, 8:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffa13a83448190adcad8bb84622e55 completed May 9, 2026, 9:03 p.m.
NEDg Description generation batch_69ffa417ee248190808b0fecfb58d705 completed May 9, 2026, 9:16 p.m.
NED2 Entity disambiguation (via description) batch_69ffa5372f248190827cdc4985fee1ef completed May 9, 2026, 9:20 p.m.
Created at: April 10, 2026, 4:49 a.m.