Triple
T7111521
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | UNFCCC transparency framework |
E165717
|
entity |
| Predicate | hasLegalBasisIn |
P125
|
FINISHED |
| Object |
Article 13 of the Paris Agreement
Article 13 of the Paris Agreement establishes the enhanced transparency framework that requires countries to regularly report on their climate actions and support in a clear, comparable, and accountable manner.
|
E476214
|
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: Article 13 of the Paris Agreement | Statement: [UNFCCC transparency framework, hasLegalBasisIn, Article 13 of the Paris Agreement]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Article 13 of the Paris Agreement Context triple: [UNFCCC transparency framework, hasLegalBasisIn, Article 13 of the Paris Agreement]
-
A.
Article 21 of the Kyoto Protocol
Article 21 of the Kyoto Protocol is the provision that sets out the procedures for adopting amendments to the Protocol, including those that strengthen or extend its climate commitments.
-
B.
Article 9 of the United Nations Framework Convention on Climate Change
Article 9 of the United Nations Framework Convention on Climate Change establishes the Subsidiary Body for Scientific and Technological Advice (SBSTA), defining its mandate to provide scientific, technical, and methodological guidance to the Conference of the Parties on climate change issues.
-
C.
Paris Agreement rulebook
The Paris Agreement rulebook is the detailed set of guidelines and procedures that operationalize the Paris climate accord by specifying how countries report, track, and strengthen their climate commitments.
-
D.
Parties to the Paris Agreement
Parties to the Paris Agreement are the countries and regional organizations that have joined the global climate accord and committed to collective action to limit global warming and address climate change.
-
E.
Paris Agreement
The Paris Agreement is a landmark international treaty under the United Nations Framework Convention on Climate Change that commits countries to limit global warming to well below 2°C, pursuing efforts to stay under 1.5°C through nationally determined emissions-reduction plans.
- 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: Article 13 of the Paris Agreement Triple: [UNFCCC transparency framework, hasLegalBasisIn, Article 13 of the Paris Agreement]
Generated description
Article 13 of the Paris Agreement establishes the enhanced transparency framework that requires countries to regularly report on their climate actions and support in a clear, comparable, and accountable manner.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Article 13 of the Paris Agreement Target entity description: Article 13 of the Paris Agreement establishes the enhanced transparency framework that requires countries to regularly report on their climate actions and support in a clear, comparable, and accountable manner.
-
A.
Article 21 of the Kyoto Protocol
Article 21 of the Kyoto Protocol is the provision that sets out the procedures for adopting amendments to the Protocol, including those that strengthen or extend its climate commitments.
-
B.
Article 9 of the United Nations Framework Convention on Climate Change
Article 9 of the United Nations Framework Convention on Climate Change establishes the Subsidiary Body for Scientific and Technological Advice (SBSTA), defining its mandate to provide scientific, technical, and methodological guidance to the Conference of the Parties on climate change issues.
-
C.
Paris Agreement rulebook
chosen
The Paris Agreement rulebook is the detailed set of guidelines and procedures that operationalize the Paris climate accord by specifying how countries report, track, and strengthen their climate commitments.
-
D.
Parties to the Paris Agreement
Parties to the Paris Agreement are the countries and regional organizations that have joined the global climate accord and committed to collective action to limit global warming and address climate change.
-
E.
Paris Agreement
The Paris Agreement is a landmark international treaty under the United Nations Framework Convention on Climate Change that commits countries to limit global warming to well below 2°C, pursuing efforts to stay under 1.5°C through nationally determined emissions-reduction plans.
- 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.