Triple

T7221349

Position	Surface form	Disambiguated ID	Type / Status
Subject	Wales Rural Development Programme	`E150266`	entity
Predicate	fundingSource	`P67`	FINISHED
Object	European Union funds European Union funds are financial resources provided by the EU to support economic, social, and regional development projects across its member states.	`E150268`	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 Union funds | Statement: [Wales Rural Development Programme, fundingSource, European Union funds]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: European Union funds
Context triple: [Wales Rural Development Programme, fundingSource, European Union funds]

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 Defence Fund
The European Defence Fund is an EU financial instrument that supports collaborative research and development of defence technologies and capabilities among member states.
E. 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.
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 Union funds
Triple: [Wales Rural Development Programme, fundingSource, European Union funds]

Generated description

European Union funds are financial resources provided by the EU to support economic, social, and regional development projects across its member states.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: European Union funds
Target entity description: European Union funds are financial resources provided by the EU to support economic, social, and regional development projects across its member states.

A. European Structural and Investment Funds chosen
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 Defence Fund
The European Defence Fund is an EU financial instrument that supports collaborative research and development of defence technologies and capabilities among member states.
E. 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.
F. None of above.

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_69c687effb44819092b95d07d0368c9f`	completed	March 27, 2026, 1:36 p.m.
NER	Named-entity recognition	`batch_69c6e9b2ef8481908ac6608b1faeb1db`	completed	March 27, 2026, 8:33 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c7cc0707ec8190b874b23ee0065e32`	completed	March 28, 2026, 12:39 p.m.
NEDg	Description generation	`batch_69c7cc9face481908d60ef11bba2c3ea`	completed	March 28, 2026, 12:42 p.m.
NED2	Entity disambiguation (via description)	`batch_69c7cce7ed2c81909edeb68781e022d5`	completed	March 28, 2026, 12:43 p.m.

Created at: March 27, 2026, 2:54 p.m.