Triple

T17421629
Position Surface form Disambiguated ID Type / Status
Subject FAO country offices E423629 entity
Predicate alignedWith P1140 FINISHED
Object FAO Hand-in-Hand Initiative objectives
The FAO Hand-in-Hand Initiative objectives focus on accelerating agricultural transformation and sustainable rural development to eradicate poverty and hunger, particularly in the world’s most vulnerable countries and regions.
E1268216 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: FAO Hand-in-Hand Initiative objectives | Statement: [FAO country offices, alignedWith, FAO Hand-in-Hand Initiative objectives]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: FAO Hand-in-Hand Initiative objectives
Context triple: [FAO country offices, alignedWith, FAO Hand-in-Hand Initiative objectives]
  • A. 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.
  • B. FAO Medium Term Plan
    The FAO Medium Term Plan is a strategic framework that outlines the Food and Agriculture Organization’s priorities, objectives, and expected results over a multi-year period to guide its programmes and resource allocation.
  • C. FAO Voices of the Hungry project
    The FAO Voices of the Hungry project is a global initiative by the Food and Agriculture Organization that measures people’s direct experiences of food insecurity through the Food Insecurity Experience Scale (FIES) to inform policies aimed at ending hunger.
  • D. FAO field programme structure
    The FAO field programme structure is the organizational framework through which the Food and Agriculture Organization plans, coordinates, and implements its technical and operational activities worldwide, including at the subregional level.
  • E. FAO decentralized cooperation network
    The FAO decentralized cooperation network is a global system of regional, subregional, and country-level offices that brings the Food and Agriculture Organization’s technical support and policy assistance closer to member states.
  • 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: FAO Hand-in-Hand Initiative objectives
Triple: [FAO country offices, alignedWith, FAO Hand-in-Hand Initiative objectives]
Generated description
The FAO Hand-in-Hand Initiative objectives focus on accelerating agricultural transformation and sustainable rural development to eradicate poverty and hunger, particularly in the world’s most vulnerable countries and regions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: FAO Hand-in-Hand Initiative objectives
Target entity description: The FAO Hand-in-Hand Initiative objectives focus on accelerating agricultural transformation and sustainable rural development to eradicate poverty and hunger, particularly in the world’s most vulnerable countries and regions.
  • A. 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.
  • B. FAO Medium Term Plan
    The FAO Medium Term Plan is a strategic framework that outlines the Food and Agriculture Organization’s priorities, objectives, and expected results over a multi-year period to guide its programmes and resource allocation.
  • C. FAO Voices of the Hungry project
    The FAO Voices of the Hungry project is a global initiative by the Food and Agriculture Organization that measures people’s direct experiences of food insecurity through the Food Insecurity Experience Scale (FIES) to inform policies aimed at ending hunger.
  • D. FAO field programme structure
    The FAO field programme structure is the organizational framework through which the Food and Agriculture Organization plans, coordinates, and implements its technical and operational activities worldwide, including at the subregional level.
  • E. FAO decentralized cooperation network
    The FAO decentralized cooperation network is a global system of regional, subregional, and country-level offices that brings the Food and Agriculture Organization’s technical support and policy assistance closer to member states.
  • 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_69d889d7d27c819088486ce3f0627fa1 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e44237f2cc819083ca0e7e00d828fb completed April 19, 2026, 2:47 a.m.
NED1 Entity disambiguation (via context triple) batch_6a01a8041f548190a076b10516ccfced completed May 11, 2026, 9:57 a.m.
NEDg Description generation batch_6a01a8d7e05c8190aceb0795a430fee7 completed May 11, 2026, 10 a.m.
NED2 Entity disambiguation (via description) batch_6a01a943fdec8190a875c7eb56c742da completed May 11, 2026, 10:02 a.m.
Created at: April 10, 2026, 5:46 a.m.