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.