Triple

T3560581
Position Surface form Disambiguated ID Type / Status
Subject APEC Policy Partnership on Science, Technology and Innovation E75325 entity
Predicate collaboratesWith P37 FINISHED
Object APEC Policy Partnership on Food Security
The APEC Policy Partnership on Food Security is a public–private forum within APEC that works to enhance regional food security by promoting sustainable, resilient, and inclusive food systems and trade across member economies.
E370595 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: APEC Policy Partnership on Food Security | Statement: [APEC Policy Partnership on Science, Technology and Innovation, collaboratesWith, APEC Policy Partnership on Food Security]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: APEC Policy Partnership on Food Security
Context triple: [APEC Policy Partnership on Science, Technology and Innovation, collaboratesWith, APEC Policy Partnership on Food Security]
  • 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. APEC Policy Partnership on Women and the Economy
    The APEC Policy Partnership on Women and the Economy is a public–private forum within APEC that advances policies and initiatives to promote women’s economic empowerment and inclusive growth across the Asia-Pacific region.
  • C. FAO Strategic Framework
    The FAO Strategic Framework is the overarching long-term plan that guides the Food and Agriculture Organization’s priorities, objectives, and resource allocation to support sustainable agriculture, food security, and rural development worldwide.
  • D. APEC Policy Partnership on Science, Technology and Innovation
    The APEC Policy Partnership on Science, Technology and Innovation is a public–private forum within APEC that promotes collaborative policies and initiatives to advance science, technology, and innovation-driven growth across member economies.
  • E. Committee on World Food Security
    The Committee on World Food Security is a United Nations intergovernmental platform that coordinates global efforts to achieve food security and improved nutrition for all.
  • 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: APEC Policy Partnership on Food Security
Triple: [APEC Policy Partnership on Science, Technology and Innovation, collaboratesWith, APEC Policy Partnership on Food Security]
Generated description
The APEC Policy Partnership on Food Security is a public–private forum within APEC that works to enhance regional food security by promoting sustainable, resilient, and inclusive food systems and trade across member economies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: APEC Policy Partnership on Food Security
Target entity description: The APEC Policy Partnership on Food Security is a public–private forum within APEC that works to enhance regional food security by promoting sustainable, resilient, and inclusive food systems and trade across member economies.
  • 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. APEC Policy Partnership on Women and the Economy
    The APEC Policy Partnership on Women and the Economy is a public–private forum within APEC that advances policies and initiatives to promote women’s economic empowerment and inclusive growth across the Asia-Pacific region.
  • C. FAO Strategic Framework
    The FAO Strategic Framework is the overarching long-term plan that guides the Food and Agriculture Organization’s priorities, objectives, and resource allocation to support sustainable agriculture, food security, and rural development worldwide.
  • D. APEC Policy Partnership on Science, Technology and Innovation
    The APEC Policy Partnership on Science, Technology and Innovation is a public–private forum within APEC that promotes collaborative policies and initiatives to advance science, technology, and innovation-driven growth across member economies.
  • E. Committee on World Food Security
    The Committee on World Food Security is a United Nations intergovernmental platform that coordinates global efforts to achieve food security and improved nutrition for all.
  • 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_69ad85d45090819086f34fb85d850a1e completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc08ac1b0819082021ecdd0061dc3 completed March 8, 2026, 6:31 p.m.
NED1 Entity disambiguation (via context triple) batch_69b3bb9de4bc8190ba5d111465e66cf8 completed March 13, 2026, 7:24 a.m.
NEDg Description generation batch_69b3bf85f4f881908bfd2dcfaa3537af completed March 13, 2026, 7:40 a.m.
NED2 Entity disambiguation (via description) batch_69b3fb35c3a08190b50c87923037ee07 completed March 13, 2026, 11:55 a.m.
Created at: March 8, 2026, 3:21 p.m.