Triple
T5232254
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cotonou Agreement |
E118138
|
entity |
| Predicate | legalBasisFor |
P125
|
FINISHED |
| Object |
European Development Fund programming
European Development Fund programming is the multiannual planning and allocation process through which the European Union finances development cooperation and aid projects with African, Caribbean, and Pacific (ACP) countries.
|
E504932
|
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: European Development Fund programming | Statement: [Cotonou Agreement, legalBasisFor, European Development Fund programming]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: European Development Fund programming Context triple: [Cotonou Agreement, legalBasisFor, European Development Fund programming]
-
A.
European Structural and Investment Funds
The European Structural and Investment Funds were the European Union’s main financial instruments for promoting economic, social, and territorial cohesion by supporting regional development, job creation, and competitiveness across member states.
-
B.
European Social Fund
The European Social Fund is a European Union financial instrument dedicated to improving employment opportunities, promoting social inclusion, and investing in skills and workforce development across member states.
-
C.
European Regional Development Fund
The European Regional Development Fund is a European Union financial instrument aimed at strengthening economic and social cohesion by reducing regional disparities through investment in development projects.
-
D.
European Agricultural Fund for Rural Development
The European Agricultural Fund for Rural Development is an EU financial instrument that supports rural development, environmental stewardship, and the modernization and diversification of agriculture across member states.
-
E.
European Neighbourhood Instrument
The European Neighbourhood Instrument is a key European Union funding mechanism that supports political, economic, and social cooperation with neighboring countries to promote stability, security, and prosperity at the EU’s external borders.
- 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: European Development Fund programming Triple: [Cotonou Agreement, legalBasisFor, European Development Fund programming]
Generated description
European Development Fund programming is the multiannual planning and allocation process through which the European Union finances development cooperation and aid projects with African, Caribbean, and Pacific (ACP) countries.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: European Development Fund programming Target entity description: European Development Fund programming is the multiannual planning and allocation process through which the European Union finances development cooperation and aid projects with African, Caribbean, and Pacific (ACP) countries.
-
A.
European Structural and Investment Funds
The European Structural and Investment Funds were the European Union’s main financial instruments for promoting economic, social, and territorial cohesion by supporting regional development, job creation, and competitiveness across member states.
-
B.
European Social Fund
The European Social Fund is a European Union financial instrument dedicated to improving employment opportunities, promoting social inclusion, and investing in skills and workforce development across member states.
-
C.
European Regional Development Fund
The European Regional Development Fund is a European Union financial instrument aimed at strengthening economic and social cohesion by reducing regional disparities through investment in development projects.
-
D.
European Agricultural Fund for Rural Development
The European Agricultural Fund for Rural Development is an EU financial instrument that supports rural development, environmental stewardship, and the modernization and diversification of agriculture across member states.
-
E.
European Neighbourhood Instrument
The European Neighbourhood Instrument is a key European Union funding mechanism that supports political, economic, and social cooperation with neighboring countries to promote stability, security, and prosperity at the EU’s external borders.
- 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_69bd4466fb8c819083b806a79414d7e4 |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd7b0223148190be88d737c25d60d7 |
completed | March 20, 2026, 4:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bef8154940819098ed76e14804f4b3 |
completed | March 21, 2026, 7:57 p.m. |
| NEDg | Description generation | batch_69bef8bfcd1c819090b81f8ebb097c5b |
completed | March 21, 2026, 8 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bef95e7ce48190a1ec2fc27ce37d00 |
completed | March 21, 2026, 8:02 p.m. |
Created at: March 20, 2026, 1:49 p.m.