Triple

T10593892
Position Surface form Disambiguated ID Type / Status
Subject Rio Declaration on Environment and Development E250059 entity
Predicate hasPart P35 FINISHED
Object Principle 16
Principle 16 is a key provision of the Rio Declaration on Environment and Development that establishes the “polluter pays” principle, calling for environmental costs to be internalized through appropriate economic instruments.
E875932 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 16 | Statement: [Rio Declaration on Environment and Development, hasPart, Principle 16]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Principle 16
Context triple: [Rio Declaration on Environment and Development, hasPart, Principle 16]
  • A. Principle 10
    Principle 10 is a key provision of the Rio Declaration that emphasizes public participation, access to information, and access to justice in environmental decision-making.
  • B. Paris Principles
    The Paris Principles are internationally recognized standards adopted by the UN that define the status, independence, powers, and functioning of national human rights institutions.
  • C. Paris Principles
    The Paris Principles are a foundational set of international cataloguing guidelines established in 1961 that standardized how library materials are described and accessed in bibliographic records.
  • D. 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.
  • E. 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.
  • 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 16
Triple: [Rio Declaration on Environment and Development, hasPart, Principle 16]
Generated description
Principle 16 is a key provision of the Rio Declaration on Environment and Development that establishes the “polluter pays” principle, calling for environmental costs to be internalized through appropriate economic instruments.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Principle 16
Target entity description: Principle 16 is a key provision of the Rio Declaration on Environment and Development that establishes the “polluter pays” principle, calling for environmental costs to be internalized through appropriate economic instruments.
  • A. Principle 10
    Principle 10 is a key provision of the Rio Declaration that emphasizes public participation, access to information, and access to justice in environmental decision-making.
  • B. Paris Principles
    The Paris Principles are internationally recognized standards adopted by the UN that define the status, independence, powers, and functioning of national human rights institutions.
  • C. Paris Principles
    The Paris Principles are a foundational set of international cataloguing guidelines established in 1961 that standardized how library materials are described and accessed in bibliographic records.
  • D. 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.
  • E. 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.
  • 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_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_69d96b6109f08190915953e0ab708981 completed April 10, 2026, 9:28 p.m.
NEDg Description generation batch_69d96dee84f48190bf5b0cb1115a8bba completed April 10, 2026, 9:38 p.m.
NED2 Entity disambiguation (via description) batch_69d9708824208190acf75933962d690f completed April 10, 2026, 9:50 p.m.
Created at: April 6, 2026, 12:40 p.m.