Triple

T9350482
Position Surface form Disambiguated ID Type / Status
Subject John H. Knox E225002 entity
Predicate notableWork P4 FINISHED
Object UN Framework Principles on Human Rights and the Environment
The UN Framework Principles on Human Rights and the Environment is a set of guidelines clarifying states’ human rights obligations relating to environmental protection, developed to help integrate human rights norms into environmental law and policy.
E793104 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: UN Framework Principles on Human Rights and the Environment | Statement: [John H. Knox, notableWork, UN Framework Principles on Human Rights and the Environment]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: UN Framework Principles on Human Rights and the Environment
Context triple: [John H. Knox, notableWork, UN Framework Principles on Human Rights and the Environment]
  • A. Rio Declaration on Environment and Development
    The Rio Declaration on Environment and Development is a landmark 1992 United Nations statement that set out key principles for sustainable development, integrating environmental protection with economic and social progress.
  • B. Earth Charter
    The Earth Charter is an international declaration of fundamental ethical principles aimed at guiding societies toward peace, environmental protection, human rights, and sustainable development.
  • C. Agenda 21
    Agenda 21 is a comprehensive, non-binding action plan adopted at the 1992 Earth Summit that outlines global, national, and local strategies for achieving sustainable development in the 21st century.
  • D. Human Well-Being and the Natural Environment
    "Human Well-Being and the Natural Environment" is an influential book by economist Partha Dasgupta that analyzes how economic development, environmental sustainability, and human welfare are interlinked.
  • E. 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.
  • 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: UN Framework Principles on Human Rights and the Environment
Triple: [John H. Knox, notableWork, UN Framework Principles on Human Rights and the Environment]
Generated description
The UN Framework Principles on Human Rights and the Environment is a set of guidelines clarifying states’ human rights obligations relating to environmental protection, developed to help integrate human rights norms into environmental law and policy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: UN Framework Principles on Human Rights and the Environment
Target entity description: The UN Framework Principles on Human Rights and the Environment is a set of guidelines clarifying states’ human rights obligations relating to environmental protection, developed to help integrate human rights norms into environmental law and policy.
  • A. Rio Declaration on Environment and Development
    The Rio Declaration on Environment and Development is a landmark 1992 United Nations statement that set out key principles for sustainable development, integrating environmental protection with economic and social progress.
  • B. Earth Charter
    The Earth Charter is an international declaration of fundamental ethical principles aimed at guiding societies toward peace, environmental protection, human rights, and sustainable development.
  • C. Agenda 21
    Agenda 21 is a comprehensive, non-binding action plan adopted at the 1992 Earth Summit that outlines global, national, and local strategies for achieving sustainable development in the 21st century.
  • D. Human Well-Being and the Natural Environment
    "Human Well-Being and the Natural Environment" is an influential book by economist Partha Dasgupta that analyzes how economic development, environmental sustainability, and human welfare are interlinked.
  • E. 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.
  • 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_69ca842abfd48190949d71c3b86eeba8 completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cd4f9248c08190a7bb40feec2eb217 completed April 1, 2026, 5:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69d0e445c5308190be122215c92fd03d completed April 4, 2026, 10:13 a.m.
NEDg Description generation batch_69d0e5752a38819089b23ac52f0a6a39 completed April 4, 2026, 10:18 a.m.
NED2 Entity disambiguation (via description) batch_69d0e64cb4dc81908cef7d729d9cfb4d completed April 4, 2026, 10:22 a.m.
Created at: March 30, 2026, 7:41 p.m.