Triple

T14199312
Position Surface form Disambiguated ID Type / Status
Subject ICPR E351920 entity
Predicate implements P1417 FINISHED
Object Rhine 2020 Programme on Sustainable Development of the Rhine
The Rhine 2020 Programme on Sustainable Development of the Rhine is an international action plan aimed at improving the ecological health, water quality, flood protection, and sustainable use of the Rhine River and its basin.
E70330 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: Rhine 2020 Programme on Sustainable Development of the Rhine | Statement: [ICPR, implements, Rhine 2020 Programme on Sustainable Development of the Rhine]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Rhine 2020 Programme on Sustainable Development of the Rhine
Context triple: [ICPR, implements, Rhine 2020 Programme on Sustainable Development of the Rhine]
  • 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. Upper Rhine development scheme
    The Upper Rhine development scheme is a large-scale Franco-German-Swiss program to regulate and harness the Rhine River in the Upper Rhine region for navigation, hydroelectric power, and flood control.
  • C. 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.
  • D. 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.
  • E. Room for the River programme
    The Room for the River programme is a Dutch flood-management and spatial planning initiative that redesigns river landscapes to safely accommodate higher water levels while enhancing environmental quality and livability.
  • 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: Rhine 2020 Programme on Sustainable Development of the Rhine
Triple: [ICPR, implements, Rhine 2020 Programme on Sustainable Development of the Rhine]
Generated description
The Rhine 2020 Programme on Sustainable Development of the Rhine is an international action plan aimed at improving the ecological health, water quality, flood protection, and sustainable use of the Rhine River and its basin.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Rhine 2020 Programme on Sustainable Development of the Rhine
Target entity description: The Rhine 2020 Programme on Sustainable Development of the Rhine is an international action plan aimed at improving the ecological health, water quality, flood protection, and sustainable use of the Rhine River and its basin.
  • A. Rhine Action Programme chosen
    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. Upper Rhine development scheme
    The Upper Rhine development scheme is a large-scale Franco-German-Swiss program to regulate and harness the Rhine River in the Upper Rhine region for navigation, hydroelectric power, and flood control.
  • C. 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.
  • D. 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.
  • E. Room for the River programme
    The Room for the River programme is a Dutch flood-management and spatial planning initiative that redesigns river landscapes to safely accommodate higher water levels while enhancing environmental quality and livability.
  • 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_69d827894ac0819097803e57f3227b23 completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de61f472548190a1a7edc40526eac3 completed April 14, 2026, 3:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd194d14008190a74021ff5a3e51d1 completed May 7, 2026, 10:59 p.m.
NEDg Description generation batch_69fd1ab3f83881908113259c23fe1028 completed May 7, 2026, 11:05 p.m.
NED2 Entity disambiguation (via description) batch_69fd1b87a0c48190a68367525ed9d2cb completed May 7, 2026, 11:08 p.m.
Created at: April 10, 2026, 1:04 a.m.