Triple
T283618
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Intergovernmental Panel on Climate Change |
E5840
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Second Assessment Report
The Second Assessment Report is a major 1995 IPCC publication that comprehensively evaluated the scientific evidence for human-induced climate change and significantly influenced international climate policy, including the Kyoto Protocol negotiations.
|
E36773
|
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: Second Assessment Report | Statement: [Intergovernmental Panel on Climate Change, notableWork, Second Assessment Report]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Second Assessment Report Context triple: [Intergovernmental Panel on Climate Change, notableWork, Second Assessment Report]
-
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.
Science and Engineering Indicators report
The Science and Engineering Indicators report is a comprehensive, data-driven assessment of the state of U.S. and global science, technology, engineering, and mathematics (STEM) research, education, and innovation.
-
C.
Annex 9 Climate Change Impacts
Annex 9 Climate Change Impacts is a component of the Great Lakes Water Quality Agreement that addresses how climate change affects the Great Lakes ecosystem and guides cooperative adaptation and mitigation actions by the parties.
-
D.
Intergovernmental Panel on Climate Change
The Intergovernmental Panel on Climate Change is a United Nations body that assesses scientific research on climate change to inform global policy and decision-making.
-
E.
State of the World’s Forests
State of the World’s Forests is a recurring flagship report that provides global assessments and analysis of the status, trends, and policy issues related to the world’s forests and forestry sector.
- 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: Second Assessment Report Triple: [Intergovernmental Panel on Climate Change, notableWork, Second Assessment Report]
Generated description
The Second Assessment Report is a major 1995 IPCC publication that comprehensively evaluated the scientific evidence for human-induced climate change and significantly influenced international climate policy, including the Kyoto Protocol negotiations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Second Assessment Report Target entity description: The Second Assessment Report is a major 1995 IPCC publication that comprehensively evaluated the scientific evidence for human-induced climate change and significantly influenced international climate policy, including the Kyoto Protocol negotiations.
-
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.
Science and Engineering Indicators report
The Science and Engineering Indicators report is a comprehensive, data-driven assessment of the state of U.S. and global science, technology, engineering, and mathematics (STEM) research, education, and innovation.
-
C.
Annex 9 Climate Change Impacts
Annex 9 Climate Change Impacts is a component of the Great Lakes Water Quality Agreement that addresses how climate change affects the Great Lakes ecosystem and guides cooperative adaptation and mitigation actions by the parties.
-
D.
Intergovernmental Panel on Climate Change
The Intergovernmental Panel on Climate Change is a United Nations body that assesses scientific research on climate change to inform global policy and decision-making.
-
E.
State of the World’s Forests
State of the World’s Forests is a recurring flagship report that provides global assessments and analysis of the status, trends, and policy issues related to the world’s forests and forestry sector.
- 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_69a25946a7ac8190a78871c210213272 |
completed | Feb. 28, 2026, 2:56 a.m. |
| NER | Named-entity recognition | batch_69a25e0d789881908d6a9a8d6a0d4a6c |
completed | Feb. 28, 2026, 3:16 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a399a9b5f48190b5807373ed3163e3 |
completed | March 1, 2026, 1:43 a.m. |
| NEDg | Description generation | batch_69a39a26127c819085839fe3f2f5707c |
completed | March 1, 2026, 1:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a39a676c048190b0ab280ffe729d72 |
completed | March 1, 2026, 1:46 a.m. |
Created at: Feb. 28, 2026, 3:02 a.m.