Triple

T510458
Position Surface form Disambiguated ID Type / Status
Subject Climate Prediction Center E10594 entity
Predicate product P490 FINISHED
Object Global Tropics Hazards Outlook
The Global Tropics Hazards Outlook is a weekly Climate Prediction Center forecast product that highlights potential tropical climate hazards such as heavy rainfall, drought, and tropical cyclone development across the global tropics.
E63654 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: Global Tropics Hazards Outlook | Statement: [Climate Prediction Center, product, Global Tropics Hazards Outlook]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Global Tropics Hazards Outlook
Context triple: [Climate Prediction Center, product, Global Tropics Hazards Outlook]
  • A. 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.
  • B. Rainy Season in the Tropics
    Rainy Season in the Tropics is a monumental 19th-century landscape painting by Frederic Edwin Church that dramatically depicts a lush, storm-swept tropical environment with vivid atmospheric effects.
  • C. 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.
  • D. Tropical Analysis and Forecast Branch
    The Tropical Analysis and Forecast Branch is a specialized division of the National Hurricane Center that provides marine weather analyses, forecasts, and warnings for tropical and subtropical waters.
  • E. El Niño–Southern Oscillation
    El Niño–Southern Oscillation is a recurring climate pattern involving temperature and pressure changes in the tropical Pacific that strongly influences global weather and climate variability.
  • 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: Global Tropics Hazards Outlook
Triple: [Climate Prediction Center, product, Global Tropics Hazards Outlook]
Generated description
The Global Tropics Hazards Outlook is a weekly Climate Prediction Center forecast product that highlights potential tropical climate hazards such as heavy rainfall, drought, and tropical cyclone development across the global tropics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Global Tropics Hazards Outlook
Target entity description: The Global Tropics Hazards Outlook is a weekly Climate Prediction Center forecast product that highlights potential tropical climate hazards such as heavy rainfall, drought, and tropical cyclone development across the global tropics.
  • A. 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.
  • B. Rainy Season in the Tropics
    Rainy Season in the Tropics is a monumental 19th-century landscape painting by Frederic Edwin Church that dramatically depicts a lush, storm-swept tropical environment with vivid atmospheric effects.
  • C. 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.
  • D. Tropical Analysis and Forecast Branch
    The Tropical Analysis and Forecast Branch is a specialized division of the National Hurricane Center that provides marine weather analyses, forecasts, and warnings for tropical and subtropical waters.
  • E. El Niño–Southern Oscillation
    El Niño–Southern Oscillation is a recurring climate pattern involving temperature and pressure changes in the tropical Pacific that strongly influences global weather and climate variability.
  • 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_69a2e848adf881908e5e04f7af030093 completed Feb. 28, 2026, 1:06 p.m.
NER Named-entity recognition batch_69a2f165b91c81908c2d2ba15c64b956 completed Feb. 28, 2026, 1:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69a49ebcf4408190bbbff6e86f42034f completed March 1, 2026, 8:17 p.m.
NEDg Description generation batch_69a49f2f2b4c8190b35eb623a28187e6 completed March 1, 2026, 8:18 p.m.
NED2 Entity disambiguation (via description) batch_69a49fcd6d448190a40af17c0a113aed completed March 1, 2026, 8:21 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.