Triple
T9922209
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Northwest Florida Beaches International Airport |
E187822
|
entity |
| Predicate | replaced |
P101
|
FINISHED |
| Object |
Panama City–Bay County International Airport
Panama City–Bay County International Airport was the former primary commercial airport serving Panama City, Florida, before being closed and succeeded by Northwest Florida Beaches International Airport.
|
E829126
|
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: Panama City–Bay County International Airport | Statement: [Northwest Florida Beaches International Airport, replaced, Panama City–Bay County International Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Panama City–Bay County International Airport Context triple: [Northwest Florida Beaches International Airport, replaced, Panama City–Bay County International Airport]
-
A.
Pensacola International Airport
Pensacola International Airport is a public airport serving as the primary commercial air gateway for the Pensacola metropolitan area in the Florida Panhandle.
-
B.
Tampa Executive Airport
Tampa Executive Airport is a public general aviation airport serving business and private aircraft in the Tampa, Florida area.
-
C.
Punta Gorda Airport
Punta Gorda Airport is a public airport in southwest Florida that primarily serves low-cost and regional air traffic for the Punta Gorda and Port Charlotte area.
-
D.
Sarasota–Bradenton International Airport
Sarasota–Bradenton International Airport is a commercial airport serving the Sarasota and Bradenton region on Florida’s Gulf Coast, providing domestic and limited international flights for the greater Tampa Bay area.
-
E.
Macclenny Airport
Macclenny Airport is a small public-use general aviation airport serving the city of Macclenny and the surrounding area in Baker County, Florida.
- 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: Panama City–Bay County International Airport Triple: [Northwest Florida Beaches International Airport, replaced, Panama City–Bay County International Airport]
Generated description
Panama City–Bay County International Airport was the former primary commercial airport serving Panama City, Florida, before being closed and succeeded by Northwest Florida Beaches International Airport.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Panama City–Bay County International Airport Target entity description: Panama City–Bay County International Airport was the former primary commercial airport serving Panama City, Florida, before being closed and succeeded by Northwest Florida Beaches International Airport.
-
A.
Pensacola International Airport
Pensacola International Airport is a public airport serving as the primary commercial air gateway for the Pensacola metropolitan area in the Florida Panhandle.
-
B.
Tampa Executive Airport
Tampa Executive Airport is a public general aviation airport serving business and private aircraft in the Tampa, Florida area.
-
C.
Punta Gorda Airport
Punta Gorda Airport is a public airport in southwest Florida that primarily serves low-cost and regional air traffic for the Punta Gorda and Port Charlotte area.
-
D.
Sarasota–Bradenton International Airport
Sarasota–Bradenton International Airport is a commercial airport serving the Sarasota and Bradenton region on Florida’s Gulf Coast, providing domestic and limited international flights for the greater Tampa Bay area.
-
E.
Macclenny Airport
Macclenny Airport is a small public-use general aviation airport serving the city of Macclenny and the surrounding area in Baker County, Florida.
- 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_69ca82b22a688190b52c75bd48429c10 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cdb56c7da88190ac37986a2e766b1e |
completed | April 2, 2026, 12:16 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d20e019f788190a0106b60c8a39efa |
completed | April 5, 2026, 7:23 a.m. |
| NEDg | Description generation | batch_69d20ed2dea481909fd9a9dddac3daf1 |
completed | April 5, 2026, 7:27 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d20fef723881909d8d57548461926f |
completed | April 5, 2026, 7:31 a.m. |
Created at: March 30, 2026, 8:42 p.m.