Triple
T10508209
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Multilateral Fund for the Implementation of the Montreal Protocol |
E247838
|
entity |
| Predicate | supports |
P516
|
FINISHED |
| Object |
Article 5 Parties to the Montreal Protocol
Article 5 Parties to the Montreal Protocol are developing countries granted special financial and technical assistance and more flexible compliance schedules to help them phase out ozone-depleting substances.
|
E247838
|
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 5 Parties to the Montreal Protocol | Statement: [Multilateral Fund for the Implementation of the Montreal Protocol, supports, Article 5 Parties to the Montreal Protocol]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Article 5 Parties to the Montreal Protocol Context triple: [Multilateral Fund for the Implementation of the Montreal Protocol, supports, Article 5 Parties to the Montreal Protocol]
-
A.
Meeting of the Parties to the Montreal Protocol
The Meeting of the Parties to the Montreal Protocol is the main decision-making body where countries regularly convene to review implementation, adopt adjustments and amendments, and guide global action to protect the ozone layer.
-
B.
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.
-
C.
Montreal Protocol on Substances that Deplete the Ozone Layer
The Montreal Protocol on Substances that Deplete the Ozone Layer is a landmark international environmental treaty that phases out the production and consumption of ozone-depleting substances to protect the Earth's stratospheric ozone layer.
-
D.
Multilateral Fund for the Implementation of the Montreal Protocol
The Multilateral Fund for the Implementation of the Montreal Protocol is a financial mechanism that assists developing countries in meeting their obligations to phase out ozone-depleting substances under the Montreal Protocol.
-
E.
Vienna Convention for the Protection of the Ozone Layer
The Vienna Convention for the Protection of the Ozone Layer is a 1985 international environmental treaty that established a global framework for cooperation to protect the stratospheric ozone layer, underpinning later agreements to control ozone-depleting substances.
- 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 5 Parties to the Montreal Protocol Triple: [Multilateral Fund for the Implementation of the Montreal Protocol, supports, Article 5 Parties to the Montreal Protocol]
Generated description
Article 5 Parties to the Montreal Protocol are developing countries granted special financial and technical assistance and more flexible compliance schedules to help them phase out ozone-depleting substances.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Article 5 Parties to the Montreal Protocol Target entity description: Article 5 Parties to the Montreal Protocol are developing countries granted special financial and technical assistance and more flexible compliance schedules to help them phase out ozone-depleting substances.
-
A.
Meeting of the Parties to the Montreal Protocol
The Meeting of the Parties to the Montreal Protocol is the main decision-making body where countries regularly convene to review implementation, adopt adjustments and amendments, and guide global action to protect the ozone layer.
-
B.
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.
-
C.
Montreal Protocol on Substances that Deplete the Ozone Layer
The Montreal Protocol on Substances that Deplete the Ozone Layer is a landmark international environmental treaty that phases out the production and consumption of ozone-depleting substances to protect the Earth's stratospheric ozone layer.
-
D.
Multilateral Fund for the Implementation of the Montreal Protocol
chosen
The Multilateral Fund for the Implementation of the Montreal Protocol is a financial mechanism that assists developing countries in meeting their obligations to phase out ozone-depleting substances under the Montreal Protocol.
-
E.
Vienna Convention for the Protection of the Ozone Layer
The Vienna Convention for the Protection of the Ozone Layer is a 1985 international environmental treaty that established a global framework for cooperation to protect the stratospheric ozone layer, underpinning later agreements to control ozone-depleting substances.
- 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_69d381c4aa948190942e1d803143fb0e |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d509b287ac8190805a2375bd16b7ae |
completed | April 7, 2026, 1:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d8dce30d788190b4a40340b9200b10 |
completed | April 10, 2026, 11:20 a.m. |
| NEDg | Description generation | batch_69d8e8ca94508190a2a6beca7f01fbd8 |
completed | April 10, 2026, 12:10 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d9020bce488190b78e555cdd5caec4 |
completed | April 10, 2026, 1:58 p.m. |
Created at: April 6, 2026, 12:26 p.m.