Triple

T18619312
Position Surface form Disambiguated ID Type / Status
Subject COP21 E455107 entity
Predicate followedBy P78 FINISHED
Object 2016 United Nations Climate Change Conference
The 2016 United Nations Climate Change Conference (COP22) was a major global summit held in Marrakech, Morocco, focused on advancing the implementation of the Paris Agreement on climate change.
E1336553 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: 2016 United Nations Climate Change Conference | Statement: [COP21, followedBy, 2016 United Nations Climate Change Conference]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: 2016 United Nations Climate Change Conference
Context triple: [COP21, followedBy, 2016 United Nations Climate Change Conference]
  • A. 2015 United Nations Climate Change Conference
    The 2015 United Nations Climate Change Conference was the landmark international meeting in Paris where countries adopted the Paris Agreement to limit global warming and strengthen climate action.
  • B. 28th Conference of the Parties to the United Nations Framework Convention on Climate Change
    The 28th Conference of the Parties to the United Nations Framework Convention on Climate Change (COP28) is a major global climate summit where countries negotiate and advance international agreements to address climate change.
  • C. UN Climate Change Conference
    The UN Climate Change Conference is the annual global summit where countries negotiate and coordinate international action to address climate change under the UN Framework Convention on Climate Change.
  • D. 2023 United Nations Climate Change Conference
    The 2023 United Nations Climate Change Conference, known as COP28, was a major global summit where countries negotiated climate action, including the first global stocktake of progress under the Paris Agreement.
  • E. 2011 United Nations Climate Change Conference
    The 2011 United Nations Climate Change Conference was a major international summit held in Durban, South Africa, where countries negotiated extensions to the Kyoto Protocol and laid groundwork for a future global climate agreement.
  • 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: 2016 United Nations Climate Change Conference
Triple: [COP21, followedBy, 2016 United Nations Climate Change Conference]
Generated description
The 2016 United Nations Climate Change Conference (COP22) was a major global summit held in Marrakech, Morocco, focused on advancing the implementation of the Paris Agreement on climate change.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: 2016 United Nations Climate Change Conference
Target entity description: The 2016 United Nations Climate Change Conference (COP22) was a major global summit held in Marrakech, Morocco, focused on advancing the implementation of the Paris Agreement on climate change.
  • A. 2015 United Nations Climate Change Conference
    The 2015 United Nations Climate Change Conference was the landmark international meeting in Paris where countries adopted the Paris Agreement to limit global warming and strengthen climate action.
  • B. 28th Conference of the Parties to the United Nations Framework Convention on Climate Change
    The 28th Conference of the Parties to the United Nations Framework Convention on Climate Change (COP28) is a major global climate summit where countries negotiate and advance international agreements to address climate change.
  • C. UN Climate Change Conference
    The UN Climate Change Conference is the annual global summit where countries negotiate and coordinate international action to address climate change under the UN Framework Convention on Climate Change.
  • D. 2023 United Nations Climate Change Conference
    The 2023 United Nations Climate Change Conference, known as COP28, was a major global summit where countries negotiated climate action, including the first global stocktake of progress under the Paris Agreement.
  • E. 2011 United Nations Climate Change Conference
    The 2011 United Nations Climate Change Conference was a major international summit held in Durban, South Africa, where countries negotiated extensions to the Kyoto Protocol and laid groundwork for a future global climate agreement.
  • 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_69d8d38bbe7c8190bdec3138e7d413c9 completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e54d07dc288190bb3b8b5ab06518da completed April 19, 2026, 9:45 p.m.
NED1 Entity disambiguation (via context triple) batch_6a05171182188190ba005ac35d530fe4 completed May 14, 2026, 12:28 a.m.
NEDg Description generation batch_6a051b5d1a4081909c261fe9fa75cd4e completed May 14, 2026, 12:46 a.m.
NED2 Entity disambiguation (via description) batch_6a051bd7fc988190937f57fc24082732 completed May 14, 2026, 12:48 a.m.
Created at: April 10, 2026, 11:46 a.m.