Triple

T4540734
Position Surface form Disambiguated ID Type / Status
Subject Graduate School of Asia-Pacific Studies E107522 entity
Predicate offersProgram P178 FINISHED
Object International Development Program
The International Development Program is a graduate-level academic program focused on the theories, policies, and practical skills needed to address economic and social development challenges in the Asia-Pacific and beyond.
E450111 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: International Development Program | Statement: [Graduate School of Asia-Pacific Studies, offersProgram, International Development Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: International Development Program
Context triple: [Graduate School of Asia-Pacific Studies, offersProgram, International Development Program]
  • A. Global Development Program
    The Global Development Program is a major initiative of the Bill & Melinda Gates Foundation focused on reducing poverty and improving health and economic opportunities in low- and middle-income countries.
  • B. International Development Goals
    International Development Goals were an early set of global anti-poverty and development targets agreed in the 1990s that laid the groundwork for the later Millennium Development Goals.
  • C. Centre for International Development and Training
    The Centre for International Development and Training is a specialist unit of the University of Wolverhampton focused on research, capacity building, and practical programmes in international development and education.
  • D. International Affairs Program
    The International Affairs Program is a division of the U.S. Fish and Wildlife Service that manages global wildlife conservation efforts, including international partnerships, treaties, and protection of endangered species across borders.
  • E. international programs office
    The international programs office is a division that manages and coordinates an organization’s global initiatives, partnerships, and activities with foreign counterparts.
  • 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: International Development Program
Triple: [Graduate School of Asia-Pacific Studies, offersProgram, International Development Program]
Generated description
The International Development Program is a graduate-level academic program focused on the theories, policies, and practical skills needed to address economic and social development challenges in the Asia-Pacific and beyond.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: International Development Program
Target entity description: The International Development Program is a graduate-level academic program focused on the theories, policies, and practical skills needed to address economic and social development challenges in the Asia-Pacific and beyond.
  • A. Global Development Program
    The Global Development Program is a major initiative of the Bill & Melinda Gates Foundation focused on reducing poverty and improving health and economic opportunities in low- and middle-income countries.
  • B. International Development Goals
    International Development Goals were an early set of global anti-poverty and development targets agreed in the 1990s that laid the groundwork for the later Millennium Development Goals.
  • C. Centre for International Development and Training
    The Centre for International Development and Training is a specialist unit of the University of Wolverhampton focused on research, capacity building, and practical programmes in international development and education.
  • D. International Affairs Program
    The International Affairs Program is a division of the U.S. Fish and Wildlife Service that manages global wildlife conservation efforts, including international partnerships, treaties, and protection of endangered species across borders.
  • E. international programs office
    The international programs office is a division that manages and coordinates an organization’s global initiatives, partnerships, and activities with foreign counterparts.
  • 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_69bd43f922788190b7edfa294e39b178 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd57bb5c0c819092ebb2dd3310f5f8 completed March 20, 2026, 2:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdad01b2e48190806f9490b912ac66 completed March 20, 2026, 8:24 p.m.
NEDg Description generation batch_69bdadfe8a8881908de60c24b65af489 completed March 20, 2026, 8:28 p.m.
NED2 Entity disambiguation (via description) batch_69bdae46cae48190b313aa9d4703e2a8 completed March 20, 2026, 8:29 p.m.
Created at: March 20, 2026, 1:04 p.m.