Triple
T15936818
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Danube River Basin Management Plan |
E386460
|
entity |
| Predicate | basedOn |
P98
|
FINISHED |
| Object | EU Water Framework Directive |
E248499
|
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: EU Water Framework Directive | Statement: [Danube River Basin Management Plan, basedOn, EU Water Framework Directive]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: EU Water Framework Directive Context triple: [Danube River Basin Management Plan, basedOn, EU Water Framework Directive]
-
A.
European Union Water Framework Directive
chosen
The European Union Water Framework Directive is a key EU environmental law that sets comprehensive standards and goals for protecting and improving the quality and ecological health of inland and coastal waters across member states.
-
B.
Danube River Basin Management Plan
The Danube River Basin Management Plan is a comprehensive international framework that coordinates water protection, sustainable use, and ecological restoration efforts across the Danube River basin countries.
-
C.
Rhine Action Programme
The Rhine Action Programme is an international environmental initiative launched by Rhine-bordering countries to restore the river’s ecological health, improve water quality, and protect its ecosystems.
-
D.
Floods Directive
The Floods Directive is a European Union law that requires member states to assess, map, and manage flood risks to reduce the adverse consequences for human health, the environment, cultural heritage, and economic activity.
-
E.
Danube River Protection Convention
The Danube River Protection Convention is an international agreement among Danube basin countries aimed at coordinating efforts to protect and sustainably manage the river’s water quality and ecosystems.
- 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_69d86da750008190987eb26be3f6c118 |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e156ab7f548190b2d1aafa0e6d2c24 |
completed | April 16, 2026, 9:37 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffb5b8121881909b15bf6451d3d3a8 |
completed | May 9, 2026, 10:31 p.m. |
Created at: April 10, 2026, 4:53 a.m.