Triple

T10593891
Position Surface form Disambiguated ID Type / Status
Subject Rio Declaration on Environment and Development E250059 entity
Predicate hasPart P35 FINISHED
Object Principle 15
Principle 15 is the provision in the Rio Declaration on Environment and Development that establishes the precautionary approach, urging states to prevent environmental degradation even in the face of scientific uncertainty.
E250059 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: Principle 15 | Statement: [Rio Declaration on Environment and Development, hasPart, Principle 15]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Principle 15
Context triple: [Rio Declaration on Environment and Development, hasPart, Principle 15]
  • A. 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.
  • 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. 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.
  • D. Lund Principle
    The Lund Principle is an ecumenical guideline urging churches to act together in all matters except those in which deep differences of conviction require them to act separately.
  • E. 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.
  • 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: Principle 15
Triple: [Rio Declaration on Environment and Development, hasPart, Principle 15]
Generated description
Principle 15 is the provision in the Rio Declaration on Environment and Development that establishes the precautionary approach, urging states to prevent environmental degradation even in the face of scientific uncertainty.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Principle 15
Target entity description: Principle 15 is the provision in the Rio Declaration on Environment and Development that establishes the precautionary approach, urging states to prevent environmental degradation even in the face of scientific uncertainty.
  • A. 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.
  • 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. Rio Declaration on Environment and Development chosen
    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.
  • D. Lund Principle
    The Lund Principle is an ecumenical guideline urging churches to act together in all matters except those in which deep differences of conviction require them to act separately.
  • E. 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.
  • 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_69d381c9d3d48190a29ee491e1696a0e completed April 6, 2026, 9:50 a.m.
NER Named-entity recognition batch_69d5278bacd88190a50dedfa59b622fc completed April 7, 2026, 3:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69d95e8de2e88190835954abb2ac2ece completed April 10, 2026, 8:33 p.m.
NEDg Description generation batch_69d95f80d0c48190b88e3a4b3e42279c completed April 10, 2026, 8:37 p.m.
NED2 Entity disambiguation (via description) batch_69d9602a1d688190ad0f3014d69049cc completed April 10, 2026, 8:40 p.m.
Created at: April 6, 2026, 12:40 p.m.