Triple
T2100156
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fourth Assessment Report |
E37073
|
entity |
| Predicate | workingGroupIIIContributionTitle |
P32948
|
FINISHED |
| Object |
Mitigation of Climate Change
"Mitigation of Climate Change" is the title of the Working Group III contribution to the IPCC Fourth Assessment Report, focusing on strategies and policies to reduce greenhouse gas emissions and limit global warming.
|
E233924
|
NE FINISHED |
How this triple was built (5 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: Mitigation of Climate Change | Statement: [Fourth Assessment Report, workingGroupIIIContributionTitle, Mitigation of Climate Change]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mitigation of Climate Change Context triple: [Fourth Assessment Report, workingGroupIIIContributionTitle, Mitigation of Climate Change]
-
A.
How to Avoid a Climate Disaster
"How to Avoid a Climate Disaster" is a nonfiction book outlining a practical roadmap for achieving net-zero greenhouse gas emissions and mitigating global warming through technology, policy, and innovation.
-
B.
Sustainable Development Goal 13
Sustainable Development Goal 13 is a United Nations global objective focused on taking urgent action to combat climate change and its impacts through mitigation, adaptation, and resilience-building measures.
-
C.
Environmental Stewardship
Environmental Stewardship was an agri-environment scheme in England that paid farmers and land managers to enhance biodiversity, protect natural resources, and improve the rural landscape through environmentally beneficial land management practices.
-
D.
Science for a changing world
"Science for a changing world" is the official motto of the United States Geological Survey, reflecting its mission to provide scientific information about Earth’s natural resources, hazards, and environment in a rapidly evolving world.
-
E.
Sustainable Development Goals
The Sustainable Development Goals are a set of 17 global objectives adopted by the United Nations to guide international efforts toward ending poverty, protecting the planet, and ensuring prosperity and peace by 2030.
- 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: Mitigation of Climate Change Triple: [Fourth Assessment Report, workingGroupIIIContributionTitle, Mitigation of Climate Change]
Generated description
"Mitigation of Climate Change" is the title of the Working Group III contribution to the IPCC Fourth Assessment Report, focusing on strategies and policies to reduce greenhouse gas emissions and limit global warming.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mitigation of Climate Change Target entity description: "Mitigation of Climate Change" is the title of the Working Group III contribution to the IPCC Fourth Assessment Report, focusing on strategies and policies to reduce greenhouse gas emissions and limit global warming.
-
A.
How to Avoid a Climate Disaster
"How to Avoid a Climate Disaster" is a nonfiction book outlining a practical roadmap for achieving net-zero greenhouse gas emissions and mitigating global warming through technology, policy, and innovation.
-
B.
Sustainable Development Goal 13
Sustainable Development Goal 13 is a United Nations global objective focused on taking urgent action to combat climate change and its impacts through mitigation, adaptation, and resilience-building measures.
-
C.
Environmental Stewardship
Environmental Stewardship was an agri-environment scheme in England that paid farmers and land managers to enhance biodiversity, protect natural resources, and improve the rural landscape through environmentally beneficial land management practices.
-
D.
Science for a changing world
"Science for a changing world" is the official motto of the United States Geological Survey, reflecting its mission to provide scientific information about Earth’s natural resources, hazards, and environment in a rapidly evolving world.
-
E.
Sustainable Development Goals
The Sustainable Development Goals are a set of 17 global objectives adopted by the United Nations to guide international efforts toward ending poverty, protecting the planet, and ensuring prosperity and peace by 2030.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: workingGroupIIIContributionTitle Context triple: [Fourth Assessment Report, workingGroupIIIContributionTitle, Mitigation of Climate Change]
-
A.
workingGroup
Indicates that multiple entities collaborate as a designated team or committee to work together toward a shared task, project, or objective.
-
B.
appendixIIIContent
Indicates that the content pertains specifically to materials, items, or information listed in Appendix III of a referenced document or convention.
-
C.
thirdPartTitle
Indicates that an entity holds the title or designation of the third part in a sequence, series, or multipart structure.
-
D.
hasWorkingGroupReport
chosen
Indicates that an entity is associated with, or has produced, a report generated by a working group.
-
E.
scopeOfContribution
Indicates the specific area, domain, or extent within which an entity’s contribution or involvement applies.
- F. None of above.
Provenance (6 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_69a8861828948190924aa30c08806b3a |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69abbabb512c819087b1d5ec8ef11e63 |
completed | March 7, 2026, 5:42 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae3065f3588190bc483e07dda8cf71 |
completed | March 9, 2026, 2:28 a.m. |
| NEDg | Description generation | batch_69ae3106488c8190a044d843a10f531a |
completed | March 9, 2026, 2:31 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae31889bc0819092810ade1961d10e |
completed | March 9, 2026, 2:33 a.m. |
| PD | Predicate disambiguation | batch_69abb7b6274081909df36cd7a7c6a675 |
completed | March 7, 2026, 5:29 a.m. |
Created at: March 4, 2026, 7:43 p.m.