Triple

T13978710
Position Surface form Disambiguated ID Type / Status
Subject UN Office for South-South Cooperation E336250 entity
Predicate usesProgram P6928 FINISHED
Object South-South Global Assets and Technology Exchange
South-South Global Assets and Technology Exchange is an international platform that facilitates the sharing and transfer of technologies, assets, and expertise among developing countries to promote South-South cooperation and development.
E1072243 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: South-South Global Assets and Technology Exchange | Statement: [UN Office for South-South Cooperation, usesProgram, South-South Global Assets and Technology Exchange]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: South-South Global Assets and Technology Exchange
Context triple: [UN Office for South-South Cooperation, usesProgram, South-South Global Assets and Technology Exchange]
  • A. South–South cooperation
    South–South cooperation is a framework for collaboration among developing countries in the Global South to share knowledge, skills, resources, and technology in pursuit of common development goals and greater collective self-reliance.
  • B. Global University Network for Innovation
    The Global University Network for Innovation is an international consortium of universities dedicated to promoting innovation in higher education, research, and social engagement worldwide.
  • C. Commission on Science and Technology for Sustainable Development in the South
    The Commission on Science and Technology for Sustainable Development in the South (COMSATS) is an intergovernmental organization that promotes science-led sustainable development and capacity-building among developing countries in the Global South.
  • D. APEC Policy Partnership on SMEs
    The APEC Policy Partnership on SMEs is a public–private forum within APEC that develops and coordinates policies to support the growth, innovation, and internationalization of small and medium-sized enterprises across the Asia-Pacific region.
  • E. 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.
  • 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: South-South Global Assets and Technology Exchange
Triple: [UN Office for South-South Cooperation, usesProgram, South-South Global Assets and Technology Exchange]
Generated description
South-South Global Assets and Technology Exchange is an international platform that facilitates the sharing and transfer of technologies, assets, and expertise among developing countries to promote South-South cooperation and development.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: South-South Global Assets and Technology Exchange
Target entity description: South-South Global Assets and Technology Exchange is an international platform that facilitates the sharing and transfer of technologies, assets, and expertise among developing countries to promote South-South cooperation and development.
  • A. South–South cooperation
    South–South cooperation is a framework for collaboration among developing countries in the Global South to share knowledge, skills, resources, and technology in pursuit of common development goals and greater collective self-reliance.
  • B. Global University Network for Innovation
    The Global University Network for Innovation is an international consortium of universities dedicated to promoting innovation in higher education, research, and social engagement worldwide.
  • C. Commission on Science and Technology for Sustainable Development in the South
    The Commission on Science and Technology for Sustainable Development in the South (COMSATS) is an intergovernmental organization that promotes science-led sustainable development and capacity-building among developing countries in the Global South.
  • D. APEC Policy Partnership on SMEs
    The APEC Policy Partnership on SMEs is a public–private forum within APEC that develops and coordinates policies to support the growth, innovation, and internationalization of small and medium-sized enterprises across the Asia-Pacific region.
  • E. 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.
  • 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_69d81c639e808190a0e4b4f3d31c6a59 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de2e9fc7248190a9f26e253286ac3c completed April 14, 2026, 12:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69fba1e3cafc8190a1806a29b2e46ae9 completed May 6, 2026, 8:17 p.m.
NEDg Description generation batch_69fba74a96b08190a08c51c231e49e5d completed May 6, 2026, 8:40 p.m.
NED2 Entity disambiguation (via description) batch_69fba8585fb08190998d6a005dc0bd31 completed May 6, 2026, 8:45 p.m.
Created at: April 9, 2026, 10:18 p.m.