Triple
T11939931
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | SCC |
E284147
|
entity |
| Predicate | standsFor |
P590
|
FINISHED |
| Object |
Social Cost of Carbon
The Social Cost of Carbon is an economic estimate of the monetary damages caused by emitting one additional ton of carbon dioxide, used to inform climate policy and cost-benefit analyses.
|
E955081
|
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: Social Cost of Carbon | Statement: [SCC, standsFor, Social Cost of Carbon]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Social Cost of Carbon Context triple: [SCC, standsFor, Social Cost of Carbon]
-
A.
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.
-
B.
Inventory of U.S. Greenhouse Gas Emissions and Sinks
The Inventory of U.S. Greenhouse Gas Emissions and Sinks is an official annual report that quantifies and analyzes the nation’s greenhouse gas emissions and removals across economic sectors to track progress and inform climate policy.
-
C.
MIT Joint Program on the Science and Policy of Global Change
The MIT Joint Program on the Science and Policy of Global Change is a multidisciplinary research initiative that integrates climate science, economics, and policy analysis to inform strategies for addressing global environmental and climate challenges.
-
D.
Capitalism vs. the Climate
Capitalism vs. the Climate is the subtitle of Naomi Klein’s book "This Changes Everything," encapsulating its argument that the climate crisis is fundamentally intertwined with and exacerbated by the structures of global capitalism.
-
E.
National Inventory Reports of greenhouse gases
National Inventory Reports of greenhouse gases are standardized country reports submitted under the UN climate regime that quantify and document national greenhouse gas emissions and removals for transparency and accountability.
- 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: Social Cost of Carbon Triple: [SCC, standsFor, Social Cost of Carbon]
Generated description
The Social Cost of Carbon is an economic estimate of the monetary damages caused by emitting one additional ton of carbon dioxide, used to inform climate policy and cost-benefit analyses.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Social Cost of Carbon Target entity description: The Social Cost of Carbon is an economic estimate of the monetary damages caused by emitting one additional ton of carbon dioxide, used to inform climate policy and cost-benefit analyses.
-
A.
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.
-
B.
Inventory of U.S. Greenhouse Gas Emissions and Sinks
The Inventory of U.S. Greenhouse Gas Emissions and Sinks is an official annual report that quantifies and analyzes the nation’s greenhouse gas emissions and removals across economic sectors to track progress and inform climate policy.
-
C.
MIT Joint Program on the Science and Policy of Global Change
The MIT Joint Program on the Science and Policy of Global Change is a multidisciplinary research initiative that integrates climate science, economics, and policy analysis to inform strategies for addressing global environmental and climate challenges.
-
D.
Capitalism vs. the Climate
Capitalism vs. the Climate is the subtitle of Naomi Klein’s book "This Changes Everything," encapsulating its argument that the climate crisis is fundamentally intertwined with and exacerbated by the structures of global capitalism.
-
E.
National Inventory Reports of greenhouse gases
National Inventory Reports of greenhouse gases are standardized country reports submitted under the UN climate regime that quantify and document national greenhouse gas emissions and removals for transparency and accountability.
- 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_69d6ab2ce9c48190b5d39511b524f666 |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d903415d2481909d84e6727454b9fe |
completed | April 10, 2026, 2:03 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f4409a40dc81909d87c50601b98b78 |
completed | May 1, 2026, 5:56 a.m. |
| NEDg | Description generation | batch_69f448fc874081908fe05f9d8aff11a3 |
completed | May 1, 2026, 6:32 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f44afdc7b08190bdf47cfcb94c34c8 |
completed | May 1, 2026, 6:41 a.m. |
Created at: April 8, 2026, 9:45 p.m.