Triple

T13547428
Position Surface form Disambiguated ID Type / Status
Subject American Meteorological Society E323548 entity
Predicate hasPublication P80 FINISHED
Object Weather, Climate, and Society
Weather, Climate, and Society is a peer-reviewed academic journal that focuses on the interactions between atmospheric processes and human systems, including societal impacts, policy, and decision-making related to weather and climate.
E1046147 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: Weather, Climate, and Society | Statement: [American Meteorological Society, hasPublication, Weather, Climate, and Society]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Weather, Climate, and Society
Context triple: [American Meteorological Society, hasPublication, Weather, Climate, and Society]
  • A. Climate Services Information System
    The Climate Services Information System is a core operational pillar of the Global Framework for Climate Services that manages, produces, and disseminates climate data and products to support decision-making worldwide.
  • B. Global Framework for Climate Services
    The Global Framework for Climate Services is a United Nations-led initiative that coordinates the production and use of climate information to support decision-making in areas such as agriculture, water management, health, and disaster risk reduction worldwide.
  • C. Centre for Collaboration with Climate Preparedness Networks
    The Centre for Collaboration with Climate Preparedness Networks is a unit within the Norwegian Institute of Public Health that coordinates and strengthens partnerships to improve societal readiness and response to climate-related health risks.
  • D. Climate and Cryosphere
    Climate and Cryosphere is a World Climate Research Programme initiative focused on understanding the interactions between climate and Earth’s snow, ice, and frozen ground systems.
  • E. Impacts, Adaptation and Vulnerability
    Impacts, Adaptation and Vulnerability is a major IPCC assessment volume that evaluates how climate change affects natural and human systems, their capacity to adapt, and the resulting risks and vulnerabilities.
  • 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: Weather, Climate, and Society
Triple: [American Meteorological Society, hasPublication, Weather, Climate, and Society]
Generated description
Weather, Climate, and Society is a peer-reviewed academic journal that focuses on the interactions between atmospheric processes and human systems, including societal impacts, policy, and decision-making related to weather and climate.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Weather, Climate, and Society
Target entity description: Weather, Climate, and Society is a peer-reviewed academic journal that focuses on the interactions between atmospheric processes and human systems, including societal impacts, policy, and decision-making related to weather and climate.
  • A. Climate Services Information System
    The Climate Services Information System is a core operational pillar of the Global Framework for Climate Services that manages, produces, and disseminates climate data and products to support decision-making worldwide.
  • B. Global Framework for Climate Services
    The Global Framework for Climate Services is a United Nations-led initiative that coordinates the production and use of climate information to support decision-making in areas such as agriculture, water management, health, and disaster risk reduction worldwide.
  • C. Centre for Collaboration with Climate Preparedness Networks
    The Centre for Collaboration with Climate Preparedness Networks is a unit within the Norwegian Institute of Public Health that coordinates and strengthens partnerships to improve societal readiness and response to climate-related health risks.
  • D. Climate and Cryosphere
    Climate and Cryosphere is a World Climate Research Programme initiative focused on understanding the interactions between climate and Earth’s snow, ice, and frozen ground systems.
  • E. Impacts, Adaptation and Vulnerability
    Impacts, Adaptation and Vulnerability is a major IPCC assessment volume that evaluates how climate change affects natural and human systems, their capacity to adapt, and the resulting risks and vulnerabilities.
  • 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.