Triple
T13740495
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | South Wales Metro |
E330071
|
entity |
| Predicate | fundedBy |
P67
|
FINISHED |
| Object | European Union structural funds |
E150268
|
NE FINISHED |
How this triple was built (2 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 structural funds | Statement: [South Wales Metro, fundedBy, European Union structural funds]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: European Union structural funds Context triple: [South Wales Metro, fundedBy, European Union structural funds]
-
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.
EU cohesion policy
EU cohesion policy is a European Union framework of financial instruments and programs aimed at reducing regional disparities and promoting balanced economic, social, and territorial development across member states.
-
E.
European Integration Fund
The European Integration Fund was an EU financial instrument that supported the integration of third-country nationals into member states before being merged into the broader Asylum, Migration and Integration Fund.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d80772315881908f980cae40d91664 |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69de0206a4b88190a60914e2b43e54f9 |
completed | April 14, 2026, 8:59 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f79d6bce9881909209231f6dfcf9bf |
completed | May 3, 2026, 7:09 p.m. |
Created at: April 9, 2026, 9:55 p.m.