Triple
T8956126
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Representative Concentration Pathways |
E213474
|
entity |
| Predicate | areComplementedBy |
P162
|
FINISHED |
| Object |
Shared Socioeconomic Pathways
Shared Socioeconomic Pathways are a set of standardized global scenarios describing possible future societal developments—such as population, economic growth, and technology—that are used to assess climate change impacts, adaptation, and mitigation.
|
E767434
|
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: Shared Socioeconomic Pathways | Statement: [Representative Concentration Pathways, areComplementedBy, Shared Socioeconomic Pathways]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shared Socioeconomic Pathways Context triple: [Representative Concentration Pathways, areComplementedBy, Shared Socioeconomic Pathways]
-
A.
Representative Concentration Pathways
Representative Concentration Pathways are standardized greenhouse gas concentration trajectories used in climate modeling to project future climate change under different emissions scenarios.
-
B.
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.
-
C.
IPCC Working Group I contribution to the IPCC Sixth Assessment Report
The IPCC Working Group I contribution to the IPCC Sixth Assessment Report is a comprehensive scientific assessment of the physical science basis of climate change, summarizing the latest research on climate systems, observed changes, and future projections.
-
D.
Perspectives on Global Development
Perspectives on Global Development is a flagship OECD Development Centre publication that analyzes long-term global development trends and policy challenges facing emerging and developing economies.
-
E.
Global indicator framework for the Sustainable Development Goals and targets of the 2030 Agenda for Sustainable Development
The Global indicator framework for the Sustainable Development Goals and targets of the 2030 Agenda for Sustainable Development is the official UN-agreed set of statistical measures used to monitor and track global progress toward achieving all 17 SDGs and their associated targets.
- 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: Shared Socioeconomic Pathways Triple: [Representative Concentration Pathways, areComplementedBy, Shared Socioeconomic Pathways]
Generated description
Shared Socioeconomic Pathways are a set of standardized global scenarios describing possible future societal developments—such as population, economic growth, and technology—that are used to assess climate change impacts, adaptation, and mitigation.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shared Socioeconomic Pathways Target entity description: Shared Socioeconomic Pathways are a set of standardized global scenarios describing possible future societal developments—such as population, economic growth, and technology—that are used to assess climate change impacts, adaptation, and mitigation.
-
A.
Representative Concentration Pathways
Representative Concentration Pathways are standardized greenhouse gas concentration trajectories used in climate modeling to project future climate change under different emissions scenarios.
-
B.
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.
-
C.
IPCC Working Group I contribution to the IPCC Sixth Assessment Report
The IPCC Working Group I contribution to the IPCC Sixth Assessment Report is a comprehensive scientific assessment of the physical science basis of climate change, summarizing the latest research on climate systems, observed changes, and future projections.
-
D.
Perspectives on Global Development
Perspectives on Global Development is a flagship OECD Development Centre publication that analyzes long-term global development trends and policy challenges facing emerging and developing economies.
-
E.
Global indicator framework for the Sustainable Development Goals and targets of the 2030 Agenda for Sustainable Development
The Global indicator framework for the Sustainable Development Goals and targets of the 2030 Agenda for Sustainable Development is the official UN-agreed set of statistical measures used to monitor and track global progress toward achieving all 17 SDGs and their associated targets.
- 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_69ca8399ad2081909f8fa41d4314c215 |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cc6728965881908e9f14aaee0c5a18 |
completed | April 1, 2026, 12:30 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfc216ff2c819098056dff0de9479f |
completed | April 3, 2026, 1:35 p.m. |
| NEDg | Description generation | batch_69cfc39465c48190811f56918fe48526 |
completed | April 3, 2026, 1:41 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cfc3e6694c8190a03eb55a5b04df52 |
completed | April 3, 2026, 1:43 p.m. |
Created at: March 30, 2026, 7 p.m.