Triple
T2042314
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hurricane Specialist Unit |
E44770
|
entity |
| Predicate | dataSource |
P409
|
FINISHED |
| Object |
U.S. Air Force Reserve Hurricane Hunters
The U.S. Air Force Reserve Hurricane Hunters are a specialized aerial reconnaissance unit that flies into tropical storms and hurricanes to collect critical meteorological data for forecasting and research.
|
E230682
|
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: U.S. Air Force Reserve Hurricane Hunters | Statement: [Hurricane Specialist Unit, dataSource, U.S. Air Force Reserve Hurricane Hunters]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S. Air Force Reserve Hurricane Hunters Context triple: [Hurricane Specialist Unit, dataSource, U.S. Air Force Reserve Hurricane Hunters]
-
A.
Blue Angels
The Blue Angels are the United States Navy’s elite flight demonstration squadron, renowned for their precision aerobatic performances at air shows across the country.
-
B.
Air Force Thunderbirds
The Air Force Thunderbirds are the United States Air Force’s premier aerial demonstration squadron, renowned for their precision flying and public airshow performances.
-
C.
129th Rescue Wing
The 129th Rescue Wing is a California Air National Guard unit specializing in combat search and rescue and personnel recovery missions by air.
-
D.
Air Wing
Air Wing is the aviation division of the Massachusetts State Police that provides aerial support for law enforcement, search and rescue, and public safety operations.
-
E.
NOAA Aircraft Operations Center
The NOAA Aircraft Operations Center is a specialized facility that manages and operates the National Oceanic and Atmospheric Administration’s fleet of research and reconnaissance aircraft for environmental, atmospheric, and oceanographic missions.
- 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: U.S. Air Force Reserve Hurricane Hunters Triple: [Hurricane Specialist Unit, dataSource, U.S. Air Force Reserve Hurricane Hunters]
Generated description
The U.S. Air Force Reserve Hurricane Hunters are a specialized aerial reconnaissance unit that flies into tropical storms and hurricanes to collect critical meteorological data for forecasting and research.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: U.S. Air Force Reserve Hurricane Hunters Target entity description: The U.S. Air Force Reserve Hurricane Hunters are a specialized aerial reconnaissance unit that flies into tropical storms and hurricanes to collect critical meteorological data for forecasting and research.
-
A.
Blue Angels
The Blue Angels are the United States Navy’s elite flight demonstration squadron, renowned for their precision aerobatic performances at air shows across the country.
-
B.
Air Force Thunderbirds
The Air Force Thunderbirds are the United States Air Force’s premier aerial demonstration squadron, renowned for their precision flying and public airshow performances.
-
C.
129th Rescue Wing
The 129th Rescue Wing is a California Air National Guard unit specializing in combat search and rescue and personnel recovery missions by air.
-
D.
Air Wing
Air Wing is the aviation division of the Massachusetts State Police that provides aerial support for law enforcement, search and rescue, and public safety operations.
-
E.
NOAA Aircraft Operations Center
The NOAA Aircraft Operations Center is a specialized facility that manages and operates the National Oceanic and Atmospheric Administration’s fleet of research and reconnaissance aircraft for environmental, atmospheric, and oceanographic missions.
- 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_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_69ae271399a08190946b315f439b9b2f |
completed | March 9, 2026, 1:49 a.m. |
| NEDg | Description generation | batch_69ae2847a7e0819092026253e036bd1c |
completed | March 9, 2026, 1:54 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae28ce87c8819097e0b5dab045d9a1 |
completed | March 9, 2026, 1:56 a.m. |
Created at: March 4, 2026, 7:39 p.m.