Triple

T3775385
Position Surface form Disambiguated ID Type / Status
Subject International Commission for the Protection of the Danube River E83293 entity
Predicate publishes P80 FINISHED
Object Danube Flood Risk Management Plan
The Danube Flood Risk Management Plan is a coordinated international strategy that outlines measures to prevent, reduce, and manage flood risks across the Danube River Basin.
E387467 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: Danube Flood Risk Management Plan | Statement: [International Commission for the Protection of the Danube River, publishes, Danube Flood Risk Management Plan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Danube Flood Risk Management Plan
Context triple: [International Commission for the Protection of the Danube River, publishes, Danube Flood Risk Management Plan]
  • A. 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.
  • B. Danube Water Quality Reports
    Danube Water Quality Reports are periodic assessments that analyze and document the ecological and chemical status of the Danube River and its basin to support environmental management and policy decisions.
  • C. 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.
  • D. 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.
  • E. international commission for navigation of the Danube
    The international commission for navigation of the Danube was a multinational river authority created in the 19th century to regulate and ensure free and safe navigation along the Danube River.
  • 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: Danube Flood Risk Management Plan
Triple: [International Commission for the Protection of the Danube River, publishes, Danube Flood Risk Management Plan]
Generated description
The Danube Flood Risk Management Plan is a coordinated international strategy that outlines measures to prevent, reduce, and manage flood risks across the Danube River Basin.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Danube Flood Risk Management Plan
Target entity description: The Danube Flood Risk Management Plan is a coordinated international strategy that outlines measures to prevent, reduce, and manage flood risks across the Danube River Basin.
  • A. 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.
  • B. Danube Water Quality Reports
    Danube Water Quality Reports are periodic assessments that analyze and document the ecological and chemical status of the Danube River and its basin to support environmental management and policy decisions.
  • C. 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.
  • D. 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.
  • E. international commission for navigation of the Danube
    The international commission for navigation of the Danube was a multinational river authority created in the 19th century to regulate and ensure free and safe navigation along the Danube River.
  • 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_69ad8b235e608190b5a2b1d1bfcef50b completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69adcc5ac9688190bc921cd3ba1d0580 completed March 8, 2026, 7:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4f039cd9c81908ea1428f2c328cdb completed March 14, 2026, 5:20 a.m.
NEDg Description generation batch_69b4f0c97c048190b5c9baa6ee683f4f completed March 14, 2026, 5:23 a.m.
NED2 Entity disambiguation (via description) batch_69b4f128906c8190ae8dc3c4b43502e3 completed March 14, 2026, 5:24 a.m.
Created at: March 8, 2026, 3:36 p.m.