Triple

T22194540
Position Surface form Disambiguated ID Type / Status
Subject UN climate and environmental strategy for peace operations E548512 entity
Predicate basedOn P98 FINISHED
Object United Nations environmental sustainability principles — NE NERFINISHED

How this triple was built (3 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: United Nations environmental sustainability principles | Statement: [UN climate and environmental strategy for peace operations, basedOn, United Nations environmental sustainability principles]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: United Nations environmental sustainability principles
Context triple: [UN climate and environmental strategy for peace operations, basedOn, United Nations environmental sustainability principles]
  • A. United Nations environment and development initiatives
    United Nations environment and development initiatives are a broad set of global programs, policies, and institutions aimed at promoting sustainable development, environmental protection, and international cooperation on ecological challenges.
  • B. 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.
  • C. United Nations climate change agreements
    United Nations climate change agreements are international treaties and frameworks under the UN that coordinate global efforts to reduce greenhouse gas emissions, adapt to climate impacts, and support sustainable, low-carbon development.
  • D. Principle 92
    Principle 92 is a standard within the IOSCO Principles of Securities Regulation that sets expectations for the oversight and regulation of credit rating agencies to support fair, efficient, and transparent securities markets.
  • E. Principle 15
    Principle 15 is a core standard within the IOSCO Principles of Securities Regulation that sets expectations for how securities regulators should oversee and regulate collective investment schemes to protect investors and ensure fair, efficient markets.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: United Nations environmental sustainability principles
Target entity description: United Nations environmental sustainability principles are a set of guidelines that direct UN activities to minimize environmental harm, promote resource efficiency, and support climate-resilient, sustainable development in all its operations.
  • A. United Nations environment and development initiatives chosen
    United Nations environment and development initiatives are a broad set of global programs, policies, and institutions aimed at promoting sustainable development, environmental protection, and international cooperation on ecological challenges.
  • B. 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.
  • C. United Nations climate change agreements
    United Nations climate change agreements are international treaties and frameworks under the UN that coordinate global efforts to reduce greenhouse gas emissions, adapt to climate impacts, and support sustainable, low-carbon development.
  • D. Principle 92
    Principle 92 is a standard within the IOSCO Principles of Securities Regulation that sets expectations for the oversight and regulation of credit rating agencies to support fair, efficient, and transparent securities markets.
  • E. Principle 15
    Principle 15 is a core standard within the IOSCO Principles of Securities Regulation that sets expectations for how securities regulators should oversee and regulate collective investment schemes to protect investors and ensure fair, efficient markets.
  • F. None of above.

Provenance (2 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_69e11e3e0c7c8190b30d278845e2497e completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f12ae622ac8190b4fc9e6e4ccd0726 completed April 28, 2026, 9:47 p.m.
Created at: April 16, 2026, 8:35 p.m.