Triple
T1656938
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Panama City, Florida |
E35819
|
entity |
| Predicate | transportHub |
P726
|
FINISHED |
| Object |
Northwest Florida Beaches International Airport
Northwest Florida Beaches International Airport is a commercial airport serving Panama City and the surrounding Florida Panhandle region, offering domestic flights and access to the Gulf Coast’s beach destinations.
|
E187822
|
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: Northwest Florida Beaches International Airport | Statement: [Panama City, Florida, transportHub, Northwest Florida Beaches International Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Northwest Florida Beaches International Airport Context triple: [Panama City, Florida, transportHub, Northwest Florida Beaches International Airport]
-
A.
Northwest Florida Regional Airport
Northwest Florida Regional Airport is a public airport in Florida’s Panhandle that serves as a key commercial air travel hub for the Fort Walton Beach–Destin area and surrounding Okaloosa County communities.
-
B.
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.
-
C.
Daytona Beach International Airport
Daytona Beach International Airport is a public airport in Volusia County, Florida, serving the Daytona Beach area with commercial flights and general aviation services.
-
D.
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.
-
E.
DeFuniak Springs Airport
DeFuniak Springs Airport is a public general aviation airport serving the city of DeFuniak Springs and the surrounding area in Walton 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: Northwest Florida Beaches International Airport Triple: [Panama City, Florida, transportHub, Northwest Florida Beaches International Airport]
Generated description
Northwest Florida Beaches International Airport is a commercial airport serving Panama City and the surrounding Florida Panhandle region, offering domestic flights and access to the Gulf Coast’s beach destinations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Northwest Florida Beaches International Airport Target entity description: Northwest Florida Beaches International Airport is a commercial airport serving Panama City and the surrounding Florida Panhandle region, offering domestic flights and access to the Gulf Coast’s beach destinations.
-
A.
Northwest Florida Regional Airport
Northwest Florida Regional Airport is a public airport in Florida’s Panhandle that serves as a key commercial air travel hub for the Fort Walton Beach–Destin area and surrounding Okaloosa County communities.
-
B.
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.
-
C.
Daytona Beach International Airport
Daytona Beach International Airport is a public airport in Volusia County, Florida, serving the Daytona Beach area with commercial flights and general aviation services.
-
D.
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.
-
E.
DeFuniak Springs Airport
DeFuniak Springs Airport is a public general aviation airport serving the city of DeFuniak Springs and the surrounding area in Walton 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_69a88606aa808190aa0b421b4271f220 |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69a90a8d85f08190a50ade3f443b7703 |
completed | March 5, 2026, 4:46 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad68254a6081909c2222fd77dff648 |
completed | March 8, 2026, 12:14 p.m. |
| NEDg | Description generation | batch_69ad68a9769081908a0748b8d02b8379 |
completed | March 8, 2026, 12:16 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad692d61288190ad0c0265f49643ac |
completed | March 8, 2026, 12:18 p.m. |
Created at: March 4, 2026, 7:29 p.m.