Triple

T13547424
Position Surface form Disambiguated ID Type / Status
Subject American Meteorological Society E323548 entity
Predicate hasPublication P80 FINISHED
Object Monthly Weather Review
Monthly Weather Review is a long-running, peer-reviewed scientific journal that publishes research on weather analysis, forecasting, and atmospheric sciences.
 E1046144 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: Monthly Weather Review | Statement: [American Meteorological Society, hasPublication, Monthly Weather Review]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Monthly Weather Review
Context triple: [American Meteorological Society, hasPublication, Monthly Weather Review]
  • A. 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.
  • B. National Meteorological Telecommunication Networks
    National Meteorological Telecommunication Networks are country-level systems that collect, process, and exchange meteorological data and forecasts, feeding into and operating within the World Meteorological Organization’s Global Telecommunication System.
  • C. World Weather Watch
    World Weather Watch is a global program that coordinates the collection, processing, and exchange of meteorological data to support weather forecasting and climate monitoring worldwide.
  • D. American Meteorological Society annual meeting
    The American Meteorological Society annual meeting is a major scientific conference where meteorologists, climate scientists, and related professionals gather to present research, share advances in atmospheric and related sciences, and participate in professional networking and recognition events.
  • E. North American atmospheric circulation
    North American atmospheric circulation refers to the large-scale patterns of air movement over North America that shape the continent’s weather and climate, including storm tracks, jet streams, and seasonal pressure systems.
  • 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: Monthly Weather Review
Triple: [American Meteorological Society, hasPublication, Monthly Weather Review]
Generated description
Monthly Weather Review is a long-running, peer-reviewed scientific journal that publishes research on weather analysis, forecasting, and atmospheric sciences.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Monthly Weather Review
Target entity description: Monthly Weather Review is a long-running, peer-reviewed scientific journal that publishes research on weather analysis, forecasting, and atmospheric sciences.
  • A. 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.
  • B. National Meteorological Telecommunication Networks
    National Meteorological Telecommunication Networks are country-level systems that collect, process, and exchange meteorological data and forecasts, feeding into and operating within the World Meteorological Organization’s Global Telecommunication System.
  • C. World Weather Watch
    World Weather Watch is a global program that coordinates the collection, processing, and exchange of meteorological data to support weather forecasting and climate monitoring worldwide.
  • D. American Meteorological Society annual meeting
    The American Meteorological Society annual meeting is a major scientific conference where meteorologists, climate scientists, and related professionals gather to present research, share advances in atmospheric and related sciences, and participate in professional networking and recognition events.
  • E. North American atmospheric circulation
    North American atmospheric circulation refers to the large-scale patterns of air movement over North America that shape the continent’s weather and climate, including storm tracks, jet streams, and seasonal pressure systems.
  • 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.