Triple
T241294
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Inventory of U.S. Greenhouse Gas Emissions and Sinks |
E4936
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object |
U.S. Nationally Determined Contribution
The U.S. Nationally Determined Contribution is the United States’ formal climate pledge under the Paris Agreement, outlining its targets and strategies for reducing greenhouse gas emissions and enhancing climate resilience.
|
E31170
|
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: U.S. Nationally Determined Contribution | Statement: [Inventory of U.S. Greenhouse Gas Emissions and Sinks, relatedTo, U.S. Nationally Determined Contribution]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S. Nationally Determined Contribution Context triple: [Inventory of U.S. Greenhouse Gas Emissions and Sinks, relatedTo, U.S. Nationally Determined Contribution]
-
A.
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.
-
B.
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.
-
C.
Renewing America Initiative
Renewing America Initiative is a Council on Foreign Relations program focused on strengthening U.S. economic competitiveness, governance, and domestic foundations of national power.
-
D.
Headquarters Agreement between the United Nations and the United States
The Headquarters Agreement between the United Nations and the United States is the treaty that establishes the legal status, privileges, and obligations governing the UN’s presence and operations at its main headquarters in New York City.
-
E.
Comprehensive Everglades Restoration Plan
The Comprehensive Everglades Restoration Plan is a large-scale, long-term federal–state initiative aimed at restoring the natural hydrology, water quality, and ecosystems of the Florida Everglades while supporting regional water needs.
- 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: U.S. Nationally Determined Contribution Triple: [Inventory of U.S. Greenhouse Gas Emissions and Sinks, relatedTo, U.S. Nationally Determined Contribution]
Generated description
The U.S. Nationally Determined Contribution is the United States’ formal climate pledge under the Paris Agreement, outlining its targets and strategies for reducing greenhouse gas emissions and enhancing climate resilience.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: U.S. Nationally Determined Contribution Target entity description: The U.S. Nationally Determined Contribution is the United States’ formal climate pledge under the Paris Agreement, outlining its targets and strategies for reducing greenhouse gas emissions and enhancing climate resilience.
-
A.
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.
-
B.
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.
-
C.
Renewing America Initiative
Renewing America Initiative is a Council on Foreign Relations program focused on strengthening U.S. economic competitiveness, governance, and domestic foundations of national power.
-
D.
Headquarters Agreement between the United Nations and the United States
The Headquarters Agreement between the United Nations and the United States is the treaty that establishes the legal status, privileges, and obligations governing the UN’s presence and operations at its main headquarters in New York City.
-
E.
Comprehensive Everglades Restoration Plan
The Comprehensive Everglades Restoration Plan is a large-scale, long-term federal–state initiative aimed at restoring the natural hydrology, water quality, and ecosystems of the Florida Everglades while supporting regional water needs.
- 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_69a257c3d0708190b0871c4269d273e6 |
completed | Feb. 28, 2026, 2:49 a.m. |
| NER | Named-entity recognition | batch_69a25cece92481908b8125badc7c2b1e |
completed | Feb. 28, 2026, 3:11 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a36960563881908ef098239cd87291 |
completed | Feb. 28, 2026, 10:17 p.m. |
| NEDg | Description generation | batch_69a369d3b3448190bcf799ec9f4f8f76 |
completed | Feb. 28, 2026, 10:18 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a36a3215508190be525ec8625e9a9f |
completed | Feb. 28, 2026, 10:20 p.m. |
Created at: Feb. 28, 2026, 2:53 a.m.