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.