Triple
T1899899
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fifth Assessment Report |
E37667
|
entity |
| Predicate | hasWorkingGroupReport |
P32948
|
FINISHED |
| Object |
Climate Change 2014: Impacts, Adaptation, and Vulnerability
Climate Change 2014: Impacts, Adaptation, and Vulnerability is an IPCC Working Group II report that assesses the observed and projected impacts of climate change on human and natural systems and evaluates options for reducing vulnerability and enhancing resilience.
|
E37073
|
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: Climate Change 2014: Impacts, Adaptation, and Vulnerability | Statement: [Fifth Assessment Report, hasWorkingGroupReport, Climate Change 2014: Impacts, Adaptation, and Vulnerability]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Climate Change 2014: Impacts, Adaptation, and Vulnerability Context triple: [Fifth Assessment Report, hasWorkingGroupReport, Climate Change 2014: Impacts, Adaptation, and Vulnerability]
-
A.
Fourth Assessment Report
The Fourth Assessment Report is a major 2007 synthesis by the Intergovernmental Panel on Climate Change that comprehensively evaluated the scientific evidence for climate change, its impacts, and mitigation options, and strongly influenced global climate policy discussions.
-
B.
Fifth Assessment Report
The Fifth Assessment Report is a comprehensive scientific evaluation of climate change published by the Intergovernmental Panel on Climate Change, synthesizing the latest research on its causes, impacts, and mitigation options.
-
C.
Sixth Assessment Report
The Sixth Assessment Report is the latest comprehensive evaluation by the Intergovernmental Panel on Climate Change summarizing current scientific knowledge on climate change, its impacts, and mitigation and adaptation options.
-
D.
Special Report on the Ocean and Cryosphere in a Changing Climate
The Special Report on the Ocean and Cryosphere in a Changing Climate is an IPCC scientific assessment detailing how climate change is affecting the world’s oceans, polar regions, and high-mountain areas, and outlining associated risks and adaptation options.
-
E.
Special Report on Climate Change and Land
The Special Report on Climate Change and Land is a landmark IPCC assessment examining how climate change affects land systems and how land use, agriculture, and forestry can contribute to both mitigation and adaptation.
- 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: Climate Change 2014: Impacts, Adaptation, and Vulnerability Triple: [Fifth Assessment Report, hasWorkingGroupReport, Climate Change 2014: Impacts, Adaptation, and Vulnerability]
Generated description
Climate Change 2014: Impacts, Adaptation, and Vulnerability is an IPCC Working Group II report that assesses the observed and projected impacts of climate change on human and natural systems and evaluates options for reducing vulnerability and enhancing resilience.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Climate Change 2014: Impacts, Adaptation, and Vulnerability Target entity description: Climate Change 2014: Impacts, Adaptation, and Vulnerability is an IPCC Working Group II report that assesses the observed and projected impacts of climate change on human and natural systems and evaluates options for reducing vulnerability and enhancing resilience.
-
A.
Fourth Assessment Report
chosen
The Fourth Assessment Report is a major 2007 synthesis by the Intergovernmental Panel on Climate Change that comprehensively evaluated the scientific evidence for climate change, its impacts, and mitigation options, and strongly influenced global climate policy discussions.
-
B.
Fifth Assessment Report
The Fifth Assessment Report is a comprehensive scientific evaluation of climate change published by the Intergovernmental Panel on Climate Change, synthesizing the latest research on its causes, impacts, and mitigation options.
-
C.
Sixth Assessment Report
The Sixth Assessment Report is the latest comprehensive evaluation by the Intergovernmental Panel on Climate Change summarizing current scientific knowledge on climate change, its impacts, and mitigation and adaptation options.
-
D.
Special Report on the Ocean and Cryosphere in a Changing Climate
The Special Report on the Ocean and Cryosphere in a Changing Climate is an IPCC scientific assessment detailing how climate change is affecting the world’s oceans, polar regions, and high-mountain areas, and outlining associated risks and adaptation options.
-
E.
Special Report on Climate Change and Land
The Special Report on Climate Change and Land is a landmark IPCC assessment examining how climate change affects land systems and how land use, agriculture, and forestry can contribute to both mitigation and adaptation.
- F. None of above.
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_69a8861be7148190a680937ec451a304 |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69abb7c376208190bbf28504f1aac881 |
completed | March 7, 2026, 5:29 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69adeaf2c2908190bd050dee1576b36f |
completed | March 8, 2026, 9:32 p.m. |
| NEDg | Description generation | batch_69adeb8a0a64819087e4505089e93093 |
completed | March 8, 2026, 9:35 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69adec6fcaac8190b43d0cd1aa613c95 |
completed | March 8, 2026, 9:38 p.m. |
Created at: March 4, 2026, 7:35 p.m.