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.