Triple

T18389553
Position Surface form Disambiguated ID Type / Status
Subject United Nations climate change agreements E449683 entity
Predicate includes P1393 FINISHED
Object Nairobi Work Programme on impacts, vulnerability and adaptation to climate change
The Nairobi Work Programme on impacts, vulnerability and adaptation to climate change is a UNFCCC initiative that supports countries in understanding and addressing climate change impacts and adaptation needs through knowledge sharing and technical guidance.
E1321084 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: Nairobi Work Programme on impacts, vulnerability and adaptation to climate change | Statement: [United Nations climate change agreements, includes, Nairobi Work Programme on impacts, vulnerability and adaptation to climate change]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Nairobi Work Programme on impacts, vulnerability and adaptation to climate change
Context triple: [United Nations climate change agreements, includes, Nairobi Work Programme on impacts, vulnerability and adaptation to climate change]
  • A. Nairobi Rivers Basin Programme (NRBP)
    The Nairobi Rivers Basin Programme (NRBP) is an environmental initiative focused on rehabilitating, conserving, and sustainably managing the Nairobi River and its surrounding basin.
  • B. Impacts, Adaptation and Vulnerability
    Impacts, Adaptation and Vulnerability is a major IPCC assessment volume that evaluates how climate change affects natural and human systems, their capacity to adapt, and the resulting risks and vulnerabilities.
  • C. Nairobi urban drainage network
    The Nairobi urban drainage network is the integrated system of natural waterways and engineered channels that manages stormwater and surface runoff across Kenya’s capital city.
  • D. Nairobi Forward-looking Strategies for the Advancement of Women
    Nairobi Forward-looking Strategies for the Advancement of Women is a comprehensive global policy framework adopted in 1985 that set long-term measures and guidelines to promote gender equality and improve the status of women worldwide.
  • E. Centre for Collaboration with Climate Preparedness Networks
    The Centre for Collaboration with Climate Preparedness Networks is a unit within the Norwegian Institute of Public Health that coordinates and strengthens partnerships to improve societal readiness and response to climate-related health risks.
  • 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: Nairobi Work Programme on impacts, vulnerability and adaptation to climate change
Triple: [United Nations climate change agreements, includes, Nairobi Work Programme on impacts, vulnerability and adaptation to climate change]
Generated description
The Nairobi Work Programme on impacts, vulnerability and adaptation to climate change is a UNFCCC initiative that supports countries in understanding and addressing climate change impacts and adaptation needs through knowledge sharing and technical guidance.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Nairobi Work Programme on impacts, vulnerability and adaptation to climate change
Target entity description: The Nairobi Work Programme on impacts, vulnerability and adaptation to climate change is a UNFCCC initiative that supports countries in understanding and addressing climate change impacts and adaptation needs through knowledge sharing and technical guidance.
  • A. Nairobi Rivers Basin Programme (NRBP)
    The Nairobi Rivers Basin Programme (NRBP) is an environmental initiative focused on rehabilitating, conserving, and sustainably managing the Nairobi River and its surrounding basin.
  • B. Impacts, Adaptation and Vulnerability
    Impacts, Adaptation and Vulnerability is a major IPCC assessment volume that evaluates how climate change affects natural and human systems, their capacity to adapt, and the resulting risks and vulnerabilities.
  • C. Nairobi urban drainage network
    The Nairobi urban drainage network is the integrated system of natural waterways and engineered channels that manages stormwater and surface runoff across Kenya’s capital city.
  • D. Nairobi Forward-looking Strategies for the Advancement of Women
    Nairobi Forward-looking Strategies for the Advancement of Women is a comprehensive global policy framework adopted in 1985 that set long-term measures and guidelines to promote gender equality and improve the status of women worldwide.
  • E. Centre for Collaboration with Climate Preparedness Networks
    The Centre for Collaboration with Climate Preparedness Networks is a unit within the Norwegian Institute of Public Health that coordinates and strengthens partnerships to improve societal readiness and response to climate-related health risks.
  • 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_69d8b9fab8a8819086a9ddc0871715e0 completed April 10, 2026, 8:51 a.m.
NER Named-entity recognition batch_69e518416bc48190a20fa66c43d545d9 completed April 19, 2026, 6 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03d786ac888190bc5984ee83ea6e0f completed May 13, 2026, 1:44 a.m.
NEDg Description generation batch_6a03d8512d4c8190b113f7ed1f8a044c completed May 13, 2026, 1:48 a.m.
NED2 Entity disambiguation (via description) batch_6a03d8d863cc819098b46d5d26db05cd completed May 13, 2026, 1:50 a.m.
Created at: April 10, 2026, 10:46 a.m.