Triple

T4980986
Position Surface form Disambiguated ID Type / Status
Subject International Law Commission E111881 entity
Predicate notableWork P4 FINISHED
Object Draft Articles on the Law of Transboundary Aquifers
The Draft Articles on the Law of Transboundary Aquifers are a set of legal principles developed to guide states in the equitable and sustainable management and protection of shared groundwater resources that cross national boundaries.
E484076 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: Draft Articles on the Law of Transboundary Aquifers | Statement: [International Law Commission, notableWork, Draft Articles on the Law of Transboundary Aquifers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Draft Articles on the Law of Transboundary Aquifers
Context triple: [International Law Commission, notableWork, Draft Articles on the Law of Transboundary Aquifers]
  • A. Convention on the Protection and Use of Transboundary Watercourses and International Lakes
    The Convention on the Protection and Use of Transboundary Watercourses and International Lakes is a United Nations legal framework that promotes cooperation and sustainable management of shared rivers, lakes, and groundwater resources across national borders.
  • B. Public Entrepreneurship: A Case Study in Ground Water Basin Management
    "Public Entrepreneurship: A Case Study in Ground Water Basin Management" is Elinor Ostrom’s doctoral dissertation analyzing how local institutions and collective action can effectively govern and manage shared groundwater resources.
  • C. Theoretical and practical papers on water-bearing strata
    "Theoretical and practical papers on water-bearing strata" is a significant geological work by Joseph Prestwich that analyzes the nature, behavior, and management of groundwater within permeable rock formations.
  • D. New South Wales water management framework
    The New South Wales water management framework is the legislative and regulatory system that governs how water resources are allocated, used, and protected across the state of New South Wales, Australia.
  • E. Great Lakes–St. Lawrence River Basin Sustainable Water Resources Agreement
    The Great Lakes–St. Lawrence River Basin Sustainable Water Resources Agreement is an international accord among the Great Lakes states and Canadian provinces that coordinates the protection, conservation, and management of the shared Great Lakes–St. Lawrence freshwater resources.
  • 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: Draft Articles on the Law of Transboundary Aquifers
Triple: [International Law Commission, notableWork, Draft Articles on the Law of Transboundary Aquifers]
Generated description
The Draft Articles on the Law of Transboundary Aquifers are a set of legal principles developed to guide states in the equitable and sustainable management and protection of shared groundwater resources that cross national boundaries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Draft Articles on the Law of Transboundary Aquifers
Target entity description: The Draft Articles on the Law of Transboundary Aquifers are a set of legal principles developed to guide states in the equitable and sustainable management and protection of shared groundwater resources that cross national boundaries.
  • A. Convention on the Protection and Use of Transboundary Watercourses and International Lakes
    The Convention on the Protection and Use of Transboundary Watercourses and International Lakes is a United Nations legal framework that promotes cooperation and sustainable management of shared rivers, lakes, and groundwater resources across national borders.
  • B. Public Entrepreneurship: A Case Study in Ground Water Basin Management
    "Public Entrepreneurship: A Case Study in Ground Water Basin Management" is Elinor Ostrom’s doctoral dissertation analyzing how local institutions and collective action can effectively govern and manage shared groundwater resources.
  • C. Theoretical and practical papers on water-bearing strata
    "Theoretical and practical papers on water-bearing strata" is a significant geological work by Joseph Prestwich that analyzes the nature, behavior, and management of groundwater within permeable rock formations.
  • D. New South Wales water management framework
    The New South Wales water management framework is the legislative and regulatory system that governs how water resources are allocated, used, and protected across the state of New South Wales, Australia.
  • E. Great Lakes–St. Lawrence River Basin Sustainable Water Resources Agreement
    The Great Lakes–St. Lawrence River Basin Sustainable Water Resources Agreement is an international accord among the Great Lakes states and Canadian provinces that coordinates the protection, conservation, and management of the shared Great Lakes–St. Lawrence freshwater resources.
  • 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_69bd441adc208190b70a033a0741d01e completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd7251b7648190bbb0acf0b9148ae6 completed March 20, 2026, 4:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69be8a0f90048190998dad99555891c0 completed March 21, 2026, 12:07 p.m.
NEDg Description generation batch_69be8aec16748190922d3b9de523b1ae completed March 21, 2026, 12:11 p.m.
NED2 Entity disambiguation (via description) batch_69be8b80af18819091efdfe242b7b477 completed March 21, 2026, 12:13 p.m.
Created at: March 20, 2026, 1:33 p.m.