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.