Triple

T2042310
Position Surface form Disambiguated ID Type / Status
Subject Hurricane Specialist Unit E44770 entity
Predicate collaboratesWith P37 FINISHED
Object National Weather Service forecast offices
National Weather Service forecast offices are regional centers across the United States responsible for issuing local weather forecasts, warnings, and related public weather services.
E6049 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: National Weather Service forecast offices | Statement: [Hurricane Specialist Unit, collaboratesWith, National Weather Service forecast offices]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: National Weather Service forecast offices
Context triple: [Hurricane Specialist Unit, collaboratesWith, National Weather Service forecast offices]
  • A. National Weather Service
    The National Weather Service is the U.S. federal agency responsible for providing weather forecasts, warnings, and climate data to protect life and property and support the national economy.
  • B. National Weather Center
    The National Weather Center is a major U.S. hub for meteorological research, forecasting, and severe weather operations that houses multiple NOAA and academic weather agencies.
  • C. Storm Prediction Center
    The Storm Prediction Center is a U.S. government facility responsible for forecasting severe convective weather such as tornadoes, severe thunderstorms, and related hazards across the United States.
  • D. National Weather Service Forecast Office Norman
    The National Weather Service Forecast Office Norman is a regional meteorological center in Norman, Oklahoma, responsible for providing weather forecasts, warnings, and climate services for central and western Oklahoma and parts of northern Texas.
  • E. Weather Prediction Center
    The Weather Prediction Center is a U.S. government meteorological center that provides national forecasts and analyses of heavy rainfall, winter storms, and other significant weather events.
  • 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: National Weather Service forecast offices
Triple: [Hurricane Specialist Unit, collaboratesWith, National Weather Service forecast offices]
Generated description
National Weather Service forecast offices are regional centers across the United States responsible for issuing local weather forecasts, warnings, and related public weather services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: National Weather Service forecast offices
Target entity description: National Weather Service forecast offices are regional centers across the United States responsible for issuing local weather forecasts, warnings, and related public weather services.
  • A. National Weather Service chosen
    The National Weather Service is the U.S. federal agency responsible for providing weather forecasts, warnings, and climate data to protect life and property and support the national economy.
  • B. National Weather Center
    The National Weather Center is a major U.S. hub for meteorological research, forecasting, and severe weather operations that houses multiple NOAA and academic weather agencies.
  • C. Storm Prediction Center
    The Storm Prediction Center is a U.S. government facility responsible for forecasting severe convective weather such as tornadoes, severe thunderstorms, and related hazards across the United States.
  • D. National Weather Service Forecast Office Norman
    The National Weather Service Forecast Office Norman is a regional meteorological center in Norman, Oklahoma, responsible for providing weather forecasts, warnings, and climate services for central and western Oklahoma and parts of northern Texas.
  • E. Weather Prediction Center
    The Weather Prediction Center is a U.S. government meteorological center that provides national forecasts and analyses of heavy rainfall, winter storms, and other significant weather events.
  • F. None of above.

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_69a889159ec481908f9e4472d9f480c7 completed March 4, 2026, 7:33 p.m.
NER Named-entity recognition batch_69abb95587348190bb5719faeaf0aa5d completed March 7, 2026, 5:36 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae1ffbbf948190a89932013b463f85 completed March 9, 2026, 1:18 a.m.
NEDg Description generation batch_69ae20946a288190a3bd2a19e3608e86 completed March 9, 2026, 1:21 a.m.
NED2 Entity disambiguation (via description) batch_69ae2109d17c819094a298a822064052 completed March 9, 2026, 1:23 a.m.
Created at: March 4, 2026, 7:39 p.m.