Triple

T4980990
Position Surface form Disambiguated ID Type / Status
Subject International Law Commission E111881 entity
Predicate notableWork P4 FINISHED
Object Draft Principles on the Allocation of Loss in the Case of Transboundary Harm Arising out of Hazardous Activities
The Draft Principles on the Allocation of Loss in the Case of Transboundary Harm Arising out of Hazardous Activities are a set of non-binding international legal guidelines that address how to allocate responsibility and provide compensation when hazardous activities cause significant cross-border environmental damage.
E484080 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 Principles on the Allocation of Loss in the Case of Transboundary Harm Arising out of Hazardous Activities | Statement: [International Law Commission, notableWork, Draft Principles on the Allocation of Loss in the Case of Transboundary Harm Arising out of Hazardous Activities]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Draft Principles on the Allocation of Loss in the Case of Transboundary Harm Arising out of Hazardous Activities
Context triple: [International Law Commission, notableWork, Draft Principles on the Allocation of Loss in the Case of Transboundary Harm Arising out of Hazardous Activities]
  • A. Basel Protocol on Liability and Compensation for Damage Resulting from Transboundary Movements of Hazardous Wastes and Their Disposal
    The Basel Protocol on Liability and Compensation for Damage Resulting from Transboundary Movements of Hazardous Wastes and Their Disposal is an international agreement that establishes rules for assigning responsibility and providing financial redress for harm caused by cross-border movements and disposal of hazardous wastes.
  • B. Annex VI Liability Arising from Environmental Emergencies
    Annex VI Liability Arising from Environmental Emergencies is a legal framework under the Antarctic Treaty System that establishes rules for preventing, responding to, and assigning liability for environmental emergencies in Antarctica.
  • C. Resolution on institutional and financial arrangements for international environmental cooperation
    The "Resolution on institutional and financial arrangements for international environmental cooperation" is a foundational United Nations decision that established key structures and funding mechanisms—most notably paving the way for the creation of the UN Environment Programme (UNEP)—to coordinate global efforts to address environmental issues.
  • D. Protocol on Preparedness, Response and Co-operation to Pollution Incidents by Hazardous and Noxious Substances
    The Protocol on Preparedness, Response and Co-operation to Pollution Incidents by Hazardous and Noxious Substances is an international maritime treaty that strengthens global measures for preventing, preparing for, and responding to pollution incidents involving hazardous and noxious substances other than oil.
  • E. International Law Commission Articles on State Responsibility
    The International Law Commission Articles on State Responsibility are a set of widely influential draft rules that codify and clarify the principles governing when and how states incur international responsibility for wrongful acts.
  • 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 Principles on the Allocation of Loss in the Case of Transboundary Harm Arising out of Hazardous Activities
Triple: [International Law Commission, notableWork, Draft Principles on the Allocation of Loss in the Case of Transboundary Harm Arising out of Hazardous Activities]
Generated description
The Draft Principles on the Allocation of Loss in the Case of Transboundary Harm Arising out of Hazardous Activities are a set of non-binding international legal guidelines that address how to allocate responsibility and provide compensation when hazardous activities cause significant cross-border environmental damage.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Draft Principles on the Allocation of Loss in the Case of Transboundary Harm Arising out of Hazardous Activities
Target entity description: The Draft Principles on the Allocation of Loss in the Case of Transboundary Harm Arising out of Hazardous Activities are a set of non-binding international legal guidelines that address how to allocate responsibility and provide compensation when hazardous activities cause significant cross-border environmental damage.
  • A. Basel Protocol on Liability and Compensation for Damage Resulting from Transboundary Movements of Hazardous Wastes and Their Disposal
    The Basel Protocol on Liability and Compensation for Damage Resulting from Transboundary Movements of Hazardous Wastes and Their Disposal is an international agreement that establishes rules for assigning responsibility and providing financial redress for harm caused by cross-border movements and disposal of hazardous wastes.
  • B. Annex VI Liability Arising from Environmental Emergencies
    Annex VI Liability Arising from Environmental Emergencies is a legal framework under the Antarctic Treaty System that establishes rules for preventing, responding to, and assigning liability for environmental emergencies in Antarctica.
  • C. Resolution on institutional and financial arrangements for international environmental cooperation
    The "Resolution on institutional and financial arrangements for international environmental cooperation" is a foundational United Nations decision that established key structures and funding mechanisms—most notably paving the way for the creation of the UN Environment Programme (UNEP)—to coordinate global efforts to address environmental issues.
  • D. Protocol on Preparedness, Response and Co-operation to Pollution Incidents by Hazardous and Noxious Substances
    The Protocol on Preparedness, Response and Co-operation to Pollution Incidents by Hazardous and Noxious Substances is an international maritime treaty that strengthens global measures for preventing, preparing for, and responding to pollution incidents involving hazardous and noxious substances other than oil.
  • E. International Law Commission Articles on State Responsibility
    The International Law Commission Articles on State Responsibility are a set of widely influential draft rules that codify and clarify the principles governing when and how states incur international responsibility for wrongful acts.
  • 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.