Triple
T1445688
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | U.S. Nationally Determined Contribution |
E31170
|
entity |
| Predicate | monitoredBy |
P752
|
FINISHED |
| Object |
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.
|
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: UNFCCC transparency framework | Statement: [U.S. Nationally Determined Contribution, monitoredBy, UNFCCC transparency framework]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: UNFCCC transparency framework Context triple: [U.S. Nationally Determined Contribution, monitoredBy, UNFCCC transparency framework]
-
A.
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.
-
B.
United Nations Framework Convention on Climate Change
The United Nations Framework Convention on Climate Change is a global environmental treaty that provides the foundational legal framework for international cooperation to address climate change and its impacts.
-
C.
UNFCCC Secretariat
The UNFCCC Secretariat is the United Nations body that supports and coordinates international climate change negotiations and implementation under the UN Framework Convention on Climate Change and its related agreements.
-
D.
Glasgow Climate Pact
The Glasgow Climate Pact is an international climate agreement adopted at the 2021 UN climate summit (COP26) that strengthens global commitments to limit warming, accelerate emissions cuts, and scale up climate finance and adaptation efforts.
-
E.
Emissions Gap Report
The Emissions Gap Report is an annual United Nations Environment Programme assessment that evaluates the difference between current greenhouse gas reduction pledges and the emission cuts needed to meet global climate goals, particularly the Paris Agreement targets.
- 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: UNFCCC transparency framework Triple: [U.S. Nationally Determined Contribution, monitoredBy, UNFCCC transparency framework]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: UNFCCC transparency framework Target entity description: 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.
-
A.
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.
-
B.
United Nations Framework Convention on Climate Change
The United Nations Framework Convention on Climate Change is a global environmental treaty that provides the foundational legal framework for international cooperation to address climate change and its impacts.
-
C.
UNFCCC Secretariat
The UNFCCC Secretariat is the United Nations body that supports and coordinates international climate change negotiations and implementation under the UN Framework Convention on Climate Change and its related agreements.
-
D.
Glasgow Climate Pact
The Glasgow Climate Pact is an international climate agreement adopted at the 2021 UN climate summit (COP26) that strengthens global commitments to limit warming, accelerate emissions cuts, and scale up climate finance and adaptation efforts.
-
E.
Emissions Gap Report
The Emissions Gap Report is an annual United Nations Environment Programme assessment that evaluates the difference between current greenhouse gas reduction pledges and the emission cuts needed to meet global climate goals, particularly the Paris Agreement targets.
- 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_69a4991633388190a4d61b5a98aa407a |
completed | March 1, 2026, 7:52 p.m. |
| NER | Named-entity recognition | batch_69a4c55714588190a95b4f677c21cbaa |
completed | March 1, 2026, 11:01 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad08c046b08190a448ba2549dc5e00 |
completed | March 8, 2026, 5:27 a.m. |
| NEDg | Description generation | batch_69ad09ec3b388190b492e8959a3617c9 |
completed | March 8, 2026, 5:32 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad0aefb1c88190a368d68454a0b9d0 |
completed | March 8, 2026, 5:36 a.m. |
Created at: March 1, 2026, 8 p.m.