Triple

T13547425
Position Surface form Disambiguated ID Type / Status
Subject American Meteorological Society E323548 entity
Predicate hasPublication P80 FINISHED
Object Journal of Applied Meteorology and Climatology
The Journal of Applied Meteorology and Climatology is a peer-reviewed scientific journal focusing on the practical applications of meteorological and climatological research in areas such as weather forecasting, climate impacts, and environmental modeling.
E1051349 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: Journal of Applied Meteorology and Climatology | Statement: [American Meteorological Society, hasPublication, Journal of Applied Meteorology and Climatology]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Journal of Applied Meteorology and Climatology
Context triple: [American Meteorological Society, hasPublication, Journal of Applied Meteorology and Climatology]
  • A. Bulletin of the American Meteorological Society
    The Bulletin of the American Meteorological Society is a leading peer-reviewed journal and magazine that publishes research articles, reviews, and news on weather, climate, and atmospheric sciences.
  • B. Journal of Hydrometeorology
    The Journal of Hydrometeorology is a peer-reviewed scientific journal focusing on the interactions between the hydrologic cycle and atmospheric processes, including precipitation, land–atmosphere exchange, and related modeling and observations.
  • C. Journal of the Atmospheric Sciences
    The Journal of the Atmospheric Sciences is a leading peer-reviewed scientific journal that publishes research on the physics, dynamics, and chemistry of the atmosphere and related climate processes.
  • D. Journal of Climate
    Journal of Climate is a leading peer-reviewed scientific journal that publishes research on climate variability, climate change, and the physical processes governing the climate system.
  • E. Monthly Weather Review
    Monthly Weather Review is a long-running, peer-reviewed scientific journal that publishes research on weather analysis, forecasting, and atmospheric sciences.
  • 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: Journal of Applied Meteorology and Climatology
Triple: [American Meteorological Society, hasPublication, Journal of Applied Meteorology and Climatology]
Generated description
The Journal of Applied Meteorology and Climatology is a peer-reviewed scientific journal focusing on the practical applications of meteorological and climatological research in areas such as weather forecasting, climate impacts, and environmental modeling.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Journal of Applied Meteorology and Climatology
Target entity description: The Journal of Applied Meteorology and Climatology is a peer-reviewed scientific journal focusing on the practical applications of meteorological and climatological research in areas such as weather forecasting, climate impacts, and environmental modeling.
  • A. Bulletin of the American Meteorological Society
    The Bulletin of the American Meteorological Society is a leading peer-reviewed journal and magazine that publishes research articles, reviews, and news on weather, climate, and atmospheric sciences.
  • B. Journal of Hydrometeorology
    The Journal of Hydrometeorology is a peer-reviewed scientific journal focusing on the interactions between the hydrologic cycle and atmospheric processes, including precipitation, land–atmosphere exchange, and related modeling and observations.
  • C. Journal of the Atmospheric Sciences
    The Journal of the Atmospheric Sciences is a leading peer-reviewed scientific journal that publishes research on the physics, dynamics, and chemistry of the atmosphere and related climate processes.
  • D. Journal of Climate
    Journal of Climate is a leading peer-reviewed scientific journal that publishes research on climate variability, climate change, and the physical processes governing the climate system.
  • E. Monthly Weather Review
    Monthly Weather Review is a long-running, peer-reviewed scientific journal that publishes research on weather analysis, forecasting, and atmospheric sciences.
  • 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_69f77f86f1248190922732247ff56f4d completed May 3, 2026, 5:01 p.m.
NEDg Description generation batch_69f782492360819096f84746fa674dc0 completed May 3, 2026, 5:13 p.m.
NED2 Entity disambiguation (via description) batch_69f782c73de881908fcd44b50c61f918 completed May 3, 2026, 5:15 p.m.
Created at: April 9, 2026, 9:45 p.m.