Triple
T1899929
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fifth Assessment Report |
E37667
|
entity |
| Predicate | usesConcept |
P531
|
FINISHED |
| Object |
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.
|
E213474
|
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: Representative Concentration Pathways | Statement: [Fifth Assessment Report, usesConcept, Representative Concentration Pathways]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Representative Concentration Pathways Context triple: [Fifth Assessment Report, usesConcept, Representative Concentration Pathways]
-
A.
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.
-
B.
IPCC TFI
IPCC TFI is the Intergovernmental Panel on Climate Change’s Task Force responsible for developing internationally accepted methodologies for estimating and reporting national greenhouse gas emissions and removals.
-
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.
IPCC Principles and Procedures
The IPCC Principles and Procedures are the formal rules and guidelines that govern how the Intergovernmental Panel on Climate Change conducts its assessments, reviews, and decision-making processes.
-
E.
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.
- 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: Representative Concentration Pathways Triple: [Fifth Assessment Report, usesConcept, Representative Concentration Pathways]
Generated description
Representative Concentration Pathways are standardized greenhouse gas concentration trajectories used in climate modeling to project future climate change under different emissions scenarios.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Representative Concentration Pathways Target entity description: Representative Concentration Pathways are standardized greenhouse gas concentration trajectories used in climate modeling to project future climate change under different emissions scenarios.
-
A.
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.
-
B.
IPCC TFI
IPCC TFI is the Intergovernmental Panel on Climate Change’s Task Force responsible for developing internationally accepted methodologies for estimating and reporting national greenhouse gas emissions and removals.
-
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.
IPCC Principles and Procedures
The IPCC Principles and Procedures are the formal rules and guidelines that govern how the Intergovernmental Panel on Climate Change conducts its assessments, reviews, and decision-making processes.
-
E.
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.
- 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_69a8861be7148190a680937ec451a304 |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69abb18c46c88190b10c05bf5c6a2d9c |
completed | March 7, 2026, 5:03 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.