Triple
T2275203
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Directorate-General for Neighbourhood and Enlargement Negotiations |
E50753
|
entity |
| Predicate | overseesProgram |
P86
|
FINISHED |
| Object |
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.
|
E249302
|
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 Neighbourhood Instrument | Statement: [Directorate-General for Neighbourhood and Enlargement Negotiations, overseesProgram, European Neighbourhood Instrument]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: European Neighbourhood Instrument Context triple: [Directorate-General for Neighbourhood and Enlargement Negotiations, overseesProgram, European Neighbourhood Instrument]
-
A.
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.
-
B.
European Semester
The European Semester is the European Union’s annual framework for coordinating and monitoring member states’ economic, fiscal, and structural policies to support stability and growth within the Economic and Monetary Union.
-
C.
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.
-
D.
Directorate-General for Neighbourhood and Enlargement Negotiations
The Directorate-General for Neighbourhood and Enlargement Negotiations is the European Commission department responsible for managing the EU’s enlargement process and relations with neighbouring countries.
-
E.
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.
- 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 Neighbourhood Instrument Triple: [Directorate-General for Neighbourhood and Enlargement Negotiations, overseesProgram, European Neighbourhood Instrument]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: European Neighbourhood Instrument Target entity description: 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.
-
A.
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.
-
B.
European Semester
The European Semester is the European Union’s annual framework for coordinating and monitoring member states’ economic, fiscal, and structural policies to support stability and growth within the Economic and Monetary Union.
-
C.
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.
-
D.
Directorate-General for Neighbourhood and Enlargement Negotiations
The Directorate-General for Neighbourhood and Enlargement Negotiations is the European Commission department responsible for managing the EU’s enlargement process and relations with neighbouring countries.
-
E.
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.
- 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_69a88b05910c8190a9a2b1ff230c85f9 |
completed | March 4, 2026, 7:41 p.m. |
| NER | Named-entity recognition | batch_69abc1ebaa148190851952567878b3a1 |
completed | March 7, 2026, 6:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae71e01860819082bca15c146b9c64 |
completed | March 9, 2026, 7:08 a.m. |
| NEDg | Description generation | batch_69ae727388f48190bbb516e1cc907689 |
completed | March 9, 2026, 7:10 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae733de65c8190941a1e97e140cea2 |
completed | March 9, 2026, 7:14 a.m. |
Created at: March 4, 2026, 7:48 p.m.