Triple

T10270216
Position Surface form Disambiguated ID Type / Status
Subject Commission for Developing Countries E240813 entity
Predicate hasSubprogram P17453 FINISHED
Object Conference Support Program for Developing Countries
The Conference Support Program for Developing Countries is an initiative that provides financial and logistical assistance to researchers and professionals from developing nations so they can participate in international conferences and scientific events.
E853153 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: Conference Support Program for Developing Countries | Statement: [Commission for Developing Countries, hasSubprogram, Conference Support Program for Developing Countries]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Conference Support Program for Developing Countries
Context triple: [Commission for Developing Countries, hasSubprogram, Conference Support Program for Developing Countries]
  • A. Specific International Programme to Support Capacity-Building and Technical Assistance
    The Specific International Programme to Support Capacity-Building and Technical Assistance is a funding mechanism that helps countries, particularly developing nations and those with economies in transition, strengthen their institutional and technical capacity to implement the Minamata Convention on Mercury.
  • B. Regional Conferences of FAO
    The Regional Conferences of FAO are high-level gatherings held in each world region where member countries of the Food and Agriculture Organization discuss regional agricultural priorities, food security issues, and policy recommendations to guide FAO’s work.
  • C. Research and Information System for Developing Countries
    Research and Information System for Developing Countries is an Indian policy research think tank that provides analysis and recommendations on international economic development, trade, and cooperation issues, particularly for developing nations.
  • D. Sectoral Conferences of the Government of Spain and Autonomous Communities
    The Sectoral Conferences of the Government of Spain and Autonomous Communities are formal intergovernmental coordination bodies where the central government and Spain’s autonomous communities jointly discuss, negotiate, and agree on policies in specific areas such as health, education, and finance.
  • E. Expanded Programme of Technical Assistance
    The Expanded Programme of Technical Assistance was an early United Nations initiative that provided technical aid and expertise to developing countries, laying groundwork for the later creation of the UN Development Programme.
  • 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: Conference Support Program for Developing Countries
Triple: [Commission for Developing Countries, hasSubprogram, Conference Support Program for Developing Countries]
Generated description
The Conference Support Program for Developing Countries is an initiative that provides financial and logistical assistance to researchers and professionals from developing nations so they can participate in international conferences and scientific events.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Conference Support Program for Developing Countries
Target entity description: The Conference Support Program for Developing Countries is an initiative that provides financial and logistical assistance to researchers and professionals from developing nations so they can participate in international conferences and scientific events.
  • A. Specific International Programme to Support Capacity-Building and Technical Assistance
    The Specific International Programme to Support Capacity-Building and Technical Assistance is a funding mechanism that helps countries, particularly developing nations and those with economies in transition, strengthen their institutional and technical capacity to implement the Minamata Convention on Mercury.
  • B. Regional Conferences of FAO
    The Regional Conferences of FAO are high-level gatherings held in each world region where member countries of the Food and Agriculture Organization discuss regional agricultural priorities, food security issues, and policy recommendations to guide FAO’s work.
  • C. Research and Information System for Developing Countries
    Research and Information System for Developing Countries is an Indian policy research think tank that provides analysis and recommendations on international economic development, trade, and cooperation issues, particularly for developing nations.
  • D. Sectoral Conferences of the Government of Spain and Autonomous Communities
    The Sectoral Conferences of the Government of Spain and Autonomous Communities are formal intergovernmental coordination bodies where the central government and Spain’s autonomous communities jointly discuss, negotiate, and agree on policies in specific areas such as health, education, and finance.
  • E. Expanded Programme of Technical Assistance
    The Expanded Programme of Technical Assistance was an early United Nations initiative that provided technical aid and expertise to developing countries, laying groundwork for the later creation of the UN Development Programme.
  • 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_69d381a94c1881908fc38fc263d9b9c2 completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4d270fb088190ba43b6f24e881b94 completed April 7, 2026, 9:46 a.m.
NED1 Entity disambiguation (via context triple) batch_69d6f80c25888190a3e8a2c513df7043 completed April 9, 2026, 12:51 a.m.
NEDg Description generation batch_69d6fcaca55c81908a48ac2a0ce24b85 completed April 9, 2026, 1:11 a.m.
NED2 Entity disambiguation (via description) batch_69d6fd772bc08190bf270f5fc767fb29 completed April 9, 2026, 1:14 a.m.
Created at: April 6, 2026, 11:35 a.m.