Triple

T13547427
Position Surface form Disambiguated ID Type / Status
Subject American Meteorological Society E323548 entity
Predicate hasPublication P80 FINISHED
Object Earth Interactions
Earth Interactions is a peer-reviewed scientific journal focusing on the interactions among the atmosphere, oceans, land, and biosphere, published by the American Meteorological Society.
E1046146 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: Earth Interactions | Statement: [American Meteorological Society, hasPublication, Earth Interactions]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Earth Interactions
Context triple: [American Meteorological Society, hasPublication, Earth Interactions]
  • 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. Global Energy and Water Exchanges
    Global Energy and Water Exchanges is an international research initiative that studies the Earth's water and energy cycles to improve understanding and prediction of weather, climate, and hydrological processes.
  • C. Earth climate system
    The Earth climate system is the interconnected global network of atmosphere, oceans, land surfaces, ice, and living organisms that together regulate the planet’s weather patterns and long-term climate.
  • D. Environmental System Science program
    The Environmental System Science program is a U.S. Department of Energy research initiative that supports fundamental studies of terrestrial ecosystems and their responses to environmental change, often through field experiments and modeling.
  • E. Center for Earth System Research and Sustainability
    The Center for Earth System Research and Sustainability is a research institute at the University of Hamburg focused on interdisciplinary studies of the Earth’s climate system, environmental change, and sustainable development.
  • 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: Earth Interactions
Triple: [American Meteorological Society, hasPublication, Earth Interactions]
Generated description
Earth Interactions is a peer-reviewed scientific journal focusing on the interactions among the atmosphere, oceans, land, and biosphere, published by the American Meteorological Society.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Earth Interactions
Target entity description: Earth Interactions is a peer-reviewed scientific journal focusing on the interactions among the atmosphere, oceans, land, and biosphere, published by the American Meteorological Society.
  • 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. Global Energy and Water Exchanges
    Global Energy and Water Exchanges is an international research initiative that studies the Earth's water and energy cycles to improve understanding and prediction of weather, climate, and hydrological processes.
  • C. Earth climate system
    The Earth climate system is the interconnected global network of atmosphere, oceans, land surfaces, ice, and living organisms that together regulate the planet’s weather patterns and long-term climate.
  • D. Environmental System Science program
    The Environmental System Science program is a U.S. Department of Energy research initiative that supports fundamental studies of terrestrial ecosystems and their responses to environmental change, often through field experiments and modeling.
  • E. Center for Earth System Research and Sustainability
    The Center for Earth System Research and Sustainability is a research institute at the University of Hamburg focused on interdisciplinary studies of the Earth’s climate system, environmental change, and sustainable development.
  • 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_69d8076776248190bdf0d4fa1f85a5fc completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbafdb466881908fb46642dc66849d completed April 12, 2026, 2:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69f75da2c2008190b43a653a349ea0c7 completed May 3, 2026, 2:37 p.m.
NEDg Description generation batch_69f75ed5457c819093081c6a22f13c91 completed May 3, 2026, 2:42 p.m.
NED2 Entity disambiguation (via description) batch_69f75f7e9d2c81909ec5540b34ac97cb completed May 3, 2026, 2:45 p.m.
Created at: April 9, 2026, 9:45 p.m.