Triple

T7111532
Position Surface form Disambiguated ID Type / Status
Subject UNFCCC transparency framework E165717 entity
Predicate includesInstrument P1393 FINISHED
Object Biennial Transparency Reports
Biennial Transparency Reports are regular national reports submitted under the UN climate regime that detail countries’ greenhouse gas emissions, progress toward climate targets, and support provided or received to enhance transparency and accountability.
E165717 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: Biennial Transparency Reports | Statement: [UNFCCC transparency framework, includesInstrument, Biennial Transparency Reports]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Biennial Transparency Reports
Context triple: [UNFCCC transparency framework, includesInstrument, Biennial Transparency Reports]
  • A. UNFCCC transparency framework
    The UNFCCC transparency framework is an international system under the Paris Agreement that requires countries to regularly report and review their greenhouse gas emissions, climate actions, and progress toward their climate targets.
  • B. Task Force on National Greenhouse Gas Inventories
    The Task Force on National Greenhouse Gas Inventories is an expert body that develops internationally accepted methodologies and guidelines for countries to estimate and report their greenhouse gas emissions and removals.
  • C. NDCs
    NDCs (Nationally Determined Contributions) are the climate action plans submitted by countries outlining their commitments to reduce greenhouse gas emissions and adapt to climate impacts under the Paris Agreement.
  • D. Meeting of the Parties to the Nagoya Protocol on Access and Benefit-sharing
    The Meeting of the Parties to the Nagoya Protocol on Access and Benefit-sharing is the governing body where countries that have joined the protocol negotiate and oversee its implementation on the fair and equitable sharing of benefits arising from the use of genetic resources.
  • E. State of the World’s Forests
    State of the World’s Forests is a recurring flagship report that provides global assessments and analysis of the status, trends, and policy issues related to the world’s forests and forestry sector.
  • 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: Biennial Transparency Reports
Triple: [UNFCCC transparency framework, includesInstrument, Biennial Transparency Reports]
Generated description
Biennial Transparency Reports are regular national reports submitted under the UN climate regime that detail countries’ greenhouse gas emissions, progress toward climate targets, and support provided or received to enhance transparency and accountability.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Biennial Transparency Reports
Target entity description: Biennial Transparency Reports are regular national reports submitted under the UN climate regime that detail countries’ greenhouse gas emissions, progress toward climate targets, and support provided or received to enhance transparency and accountability.
  • A. UNFCCC transparency framework chosen
    The UNFCCC transparency framework is an international system under the Paris Agreement that requires countries to regularly report and review their greenhouse gas emissions, climate actions, and progress toward their climate targets.
  • B. Task Force on National Greenhouse Gas Inventories
    The Task Force on National Greenhouse Gas Inventories is an expert body that develops internationally accepted methodologies and guidelines for countries to estimate and report their greenhouse gas emissions and removals.
  • C. NDCs
    NDCs (Nationally Determined Contributions) are the climate action plans submitted by countries outlining their commitments to reduce greenhouse gas emissions and adapt to climate impacts under the Paris Agreement.
  • D. Meeting of the Parties to the Nagoya Protocol on Access and Benefit-sharing
    The Meeting of the Parties to the Nagoya Protocol on Access and Benefit-sharing is the governing body where countries that have joined the protocol negotiate and oversee its implementation on the fair and equitable sharing of benefits arising from the use of genetic resources.
  • E. State of the World’s Forests
    State of the World’s Forests is a recurring flagship report that provides global assessments and analysis of the status, trends, and policy issues related to the world’s forests and forestry sector.
  • F. None of above.

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_69c6888120f081908f8f01b201dc4a4c completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6e5ecd4488190bf19e42de55da98b completed March 27, 2026, 8:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69c79cb8d4988190945516cee5d6d53b completed March 28, 2026, 9:17 a.m.
NEDg Description generation batch_69c79d3feacc819097887064a7439340 completed March 28, 2026, 9:20 a.m.
NED2 Entity disambiguation (via description) batch_69c79df5844c8190bf487ca5737d325c completed March 28, 2026, 9:23 a.m.
Created at: March 27, 2026, 2:43 p.m.