Triple
T4128120
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | OECD Development Co-operation Directorate |
E92772
|
entity |
| Predicate | publishes |
P80
|
FINISHED |
| Object |
Development Co-operation Report
The Development Co-operation Report is an annual OECD flagship publication that analyzes global development finance trends, evaluates aid effectiveness, and provides policy guidance for international development co-operation.
|
E415942
|
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: Development Co-operation Report | Statement: [OECD Development Co-operation Directorate, publishes, Development Co-operation Report]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Development Co-operation Report Context triple: [OECD Development Co-operation Directorate, publishes, Development Co-operation Report]
-
A.
World Development Report
The World Development Report is the World Bank’s flagship annual publication that provides in-depth analysis and policy recommendations on key global development issues.
-
B.
Least Developed Countries Report
The Least Developed Countries Report is an annual UNCTAD publication that analyzes the economic and social development challenges and policy options of the world’s least developed countries.
-
C.
Trade and Development Report
The Trade and Development Report is a flagship annual publication that analyzes global economic trends and development issues from the perspective of the United Nations Conference on Trade and Development.
-
D.
OECD Development Co-operation Directorate
The OECD Development Co-operation Directorate is the branch of the OECD that leads the organization’s work on development policy, aid effectiveness, and international development co‑operation.
-
E.
United Nations Development Assistance Frameworks
United Nations Development Assistance Frameworks are strategic planning documents that outline how the United Nations system will support a country’s national development priorities over a multi-year period.
- 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: Development Co-operation Report Triple: [OECD Development Co-operation Directorate, publishes, Development Co-operation Report]
Generated description
The Development Co-operation Report is an annual OECD flagship publication that analyzes global development finance trends, evaluates aid effectiveness, and provides policy guidance for international development co-operation.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Development Co-operation Report Target entity description: The Development Co-operation Report is an annual OECD flagship publication that analyzes global development finance trends, evaluates aid effectiveness, and provides policy guidance for international development co-operation.
-
A.
World Development Report
The World Development Report is the World Bank’s flagship annual publication that provides in-depth analysis and policy recommendations on key global development issues.
-
B.
Least Developed Countries Report
The Least Developed Countries Report is an annual UNCTAD publication that analyzes the economic and social development challenges and policy options of the world’s least developed countries.
-
C.
Trade and Development Report
The Trade and Development Report is a flagship annual publication that analyzes global economic trends and development issues from the perspective of the United Nations Conference on Trade and Development.
-
D.
OECD Development Co-operation Directorate
The OECD Development Co-operation Directorate is the branch of the OECD that leads the organization’s work on development policy, aid effectiveness, and international development co‑operation.
-
E.
United Nations Development Assistance Frameworks
United Nations Development Assistance Frameworks are strategic planning documents that outline how the United Nations system will support a country’s national development priorities over a multi-year period.
- 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_69aed9685f70819086932777aec8d959 |
completed | March 9, 2026, 2:30 p.m. |
| NER | Named-entity recognition | batch_69af021b17a08190b520101f54ec1e33 |
completed | March 9, 2026, 5:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b576bc48f0819081ac3f921736854f |
completed | March 14, 2026, 2:54 p.m. |
| NEDg | Description generation | batch_69b5778a01e48190acb14d544cd53a63 |
completed | March 14, 2026, 2:58 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b577f2d46c8190a66b2b536088633c |
completed | March 14, 2026, 3 p.m. |
Created at: March 9, 2026, 3:42 p.m.