Triple
T16487441
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | environmental policy of Luxembourg |
E400480
|
entity |
| Predicate | participatesIn |
P149
|
FINISHED |
| Object |
EU Emissions Trading System
The EU Emissions Trading System is the European Union’s cap-and-trade carbon market that limits greenhouse gas emissions by requiring companies to hold tradable allowances for each tonne of CO₂ they emit.
|
E1216232
|
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: EU Emissions Trading System | Statement: [environmental policy of Luxembourg, participatesIn, EU Emissions Trading System]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: EU Emissions Trading System Context triple: [environmental policy of Luxembourg, participatesIn, EU Emissions Trading System]
-
A.
EU Emissions Trading System reform
The EU Emissions Trading System reform is a major overhaul of the EU’s carbon market aimed at tightening emissions caps, expanding sector coverage, and aligning climate policy with the bloc’s 2030 and 2050 climate targets.
-
B.
International Emissions Trading
International Emissions Trading is a market-based climate policy mechanism that allows countries or entities with surplus greenhouse gas emission allowances to sell them to those exceeding their emission limits, thereby promoting cost-effective global emissions reductions.
-
C.
Clean Development Mechanism
The Clean Development Mechanism is a United Nations climate policy tool under the Kyoto Protocol that allows industrialized countries to fund emission-reduction projects in developing nations and earn carbon credits in return.
-
D.
Effort Sharing Regulation revision
The Effort Sharing Regulation revision is an updated EU climate policy instrument that strengthens national greenhouse gas reduction targets across member states to help achieve the bloc’s 2030 climate goals under the Fit for 55 package.
-
E.
European Green Deal
The European Green Deal is the European Union’s overarching strategy to achieve climate neutrality by 2050 through transforming its energy, transport, industry, and agriculture systems while promoting sustainable economic growth.
- 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: EU Emissions Trading System Triple: [environmental policy of Luxembourg, participatesIn, EU Emissions Trading System]
Generated description
The EU Emissions Trading System is the European Union’s cap-and-trade carbon market that limits greenhouse gas emissions by requiring companies to hold tradable allowances for each tonne of CO₂ they emit.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: EU Emissions Trading System Target entity description: The EU Emissions Trading System is the European Union’s cap-and-trade carbon market that limits greenhouse gas emissions by requiring companies to hold tradable allowances for each tonne of CO₂ they emit.
-
A.
EU Emissions Trading System reform
The EU Emissions Trading System reform is a major overhaul of the EU’s carbon market aimed at tightening emissions caps, expanding sector coverage, and aligning climate policy with the bloc’s 2030 and 2050 climate targets.
-
B.
International Emissions Trading
International Emissions Trading is a market-based climate policy mechanism that allows countries or entities with surplus greenhouse gas emission allowances to sell them to those exceeding their emission limits, thereby promoting cost-effective global emissions reductions.
-
C.
Clean Development Mechanism
The Clean Development Mechanism is a United Nations climate policy tool under the Kyoto Protocol that allows industrialized countries to fund emission-reduction projects in developing nations and earn carbon credits in return.
-
D.
Effort Sharing Regulation revision
The Effort Sharing Regulation revision is an updated EU climate policy instrument that strengthens national greenhouse gas reduction targets across member states to help achieve the bloc’s 2030 climate goals under the Fit for 55 package.
-
E.
European Green Deal
The European Green Deal is the European Union’s overarching strategy to achieve climate neutrality by 2050 through transforming its energy, transport, industry, and agriculture systems while promoting sustainable economic growth.
- 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_69d883813098819084f5409539723b59 |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e32e078d0c8190a5698a5eb9df22d4 |
completed | April 18, 2026, 7:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00582472388190a3c338ab636da9c6 |
completed | May 10, 2026, 10:04 a.m. |
| NEDg | Description generation | batch_6a0059126e588190b531c145f3c155b4 |
completed | May 10, 2026, 10:08 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0059bf355c81909d6796482fe7f3e3 |
completed | May 10, 2026, 10:11 a.m. |
Created at: April 10, 2026, 5:13 a.m.