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.