Triple

T5410582
Position Surface form Disambiguated ID Type / Status
Subject Nature E121001 entity
Predicate hasSisterJournal P4127 FINISHED
Object Nature Climate Change
Nature Climate Change is a leading peer-reviewed scientific journal focusing on research and commentary related to climate science, impacts, and policy.
 E517965 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: Nature Climate Change | Statement: [Nature, hasSisterJournal, Nature Climate Change]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Nature Climate Change
Context triple: [Nature, hasSisterJournal, Nature Climate Change]
  • A. Earth system science
    Earth system science is an interdisciplinary field that studies the Earth as an integrated system of interacting components—including the atmosphere, hydrosphere, biosphere, geosphere, and human activities—to understand global processes and changes.
  • B. Environmental Science & Technology
    Environmental Science & Technology is a leading peer-reviewed scientific journal focusing on research in environmental science, technology, and policy.
  • C. 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.
  • D. 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.
  • E. Facing Gaia: Eight Lectures on the New Climatic Regime
    "Facing Gaia: Eight Lectures on the New Climatic Regime" is a philosophical work by Bruno Latour that rethinks humanity’s relationship with the Earth in the context of climate change and the Anthropocene.
  • 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: Nature Climate Change
Triple: [Nature, hasSisterJournal, Nature Climate Change]
Generated description
Nature Climate Change is a leading peer-reviewed scientific journal focusing on research and commentary related to climate science, impacts, and policy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Nature Climate Change
Target entity description: Nature Climate Change is a leading peer-reviewed scientific journal focusing on research and commentary related to climate science, impacts, and policy.
  • A. Earth system science
    Earth system science is an interdisciplinary field that studies the Earth as an integrated system of interacting components—including the atmosphere, hydrosphere, biosphere, geosphere, and human activities—to understand global processes and changes.
  • B. Environmental Science & Technology
    Environmental Science & Technology is a leading peer-reviewed scientific journal focusing on research in environmental science, technology, and policy.
  • C. 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.
  • D. 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.
  • E. Facing Gaia: Eight Lectures on the New Climatic Regime
    "Facing Gaia: Eight Lectures on the New Climatic Regime" is a philosophical work by Bruno Latour that rethinks humanity’s relationship with the Earth in the context of climate change and the Anthropocene.
  • 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_69bd463a41cc8190b32ff5af2b96ca93 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd87985ee0819092a9a5cd6a948138 completed March 20, 2026, 5:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf339e02dc8190bb2ca6e0a0ef4621 completed March 22, 2026, 12:11 a.m.
NEDg Description generation batch_69bf34b0e22c819091aefd30a5e5a13d completed March 22, 2026, 12:15 a.m.
NED2 Entity disambiguation (via description) batch_69bf35442cf481908053d3645e6e9968 completed March 22, 2026, 12:18 a.m.
Created at: March 20, 2026, 2:05 p.m.