Triple

T2236833
Position Surface form Disambiguated ID Type / Status
Subject Seine River Basin E49299 entity
Predicate subjectTo P258 FINISHED
Object European Union Water Framework Directive
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.
E248499 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 Water Framework Directive | Statement: [Seine River Basin, subjectTo, European Union Water Framework Directive]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: European Union Water Framework Directive
Context triple: [Seine River Basin, subjectTo, European Union Water Framework Directive]
  • A. 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.
  • B. 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.
  • C. EU marine strategy framework directive
    The EU Marine Strategy Framework Directive is a key European Union environmental law aimed at achieving good environmental status of the EU’s marine waters through an ecosystem-based approach to managing human activities at sea.
  • D. Great Lakes Water Quality Agreement
    The Great Lakes Water Quality Agreement is a binational accord between the United States and Canada that establishes shared commitments and coordinated actions to protect and restore the water quality and ecosystem health of the Great Lakes.
  • E. International Commission for the Protection of the Rhine
    The International Commission for the Protection of the Rhine is an intergovernmental organization that coordinates cross-border efforts to protect, manage, and restore the Rhine River and its ecosystem among the countries through which it flows.
  • 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 Water Framework Directive
Triple: [Seine River Basin, subjectTo, European Union Water Framework Directive]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: European Union Water Framework Directive
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. EU marine strategy framework directive
    The EU Marine Strategy Framework Directive is a key European Union environmental law aimed at achieving good environmental status of the EU’s marine waters through an ecosystem-based approach to managing human activities at sea.
  • D. Great Lakes Water Quality Agreement
    The Great Lakes Water Quality Agreement is a binational accord between the United States and Canada that establishes shared commitments and coordinated actions to protect and restore the water quality and ecosystem health of the Great Lakes.
  • E. International Commission for the Protection of the Rhine
    The International Commission for the Protection of the Rhine is an intergovernmental organization that coordinates cross-border efforts to protect, manage, and restore the Rhine River and its ecosystem among the countries through which it flows.
  • 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_69a88aa84bdc819086df50e9c20b301e completed March 4, 2026, 7:40 p.m.
NER Named-entity recognition batch_69abc09573848190bf91eddcc2fa0061 completed March 7, 2026, 6:07 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae6b08c5248190924a28f4c1bd0e2c completed March 9, 2026, 6:39 a.m.
NEDg Description generation batch_69ae6c5cb33481909261f7010e8e21a6 completed March 9, 2026, 6:44 a.m.
NED2 Entity disambiguation (via description) batch_69ae6cd61e808190aefca4d4aa1f8e39 completed March 9, 2026, 6:46 a.m.
Created at: March 4, 2026, 7:47 p.m.