Triple
T3840536
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Crestview–Fort Walton Beach–Destin metropolitan area |
E93438
|
entity |
| Predicate | airport |
P1065
|
FINISHED |
| Object |
Destin–Fort Walton Beach Airport
Destin–Fort Walton Beach Airport is a commercial and military joint-use airport in Florida’s Emerald Coast region, serving as a primary air gateway to the Destin–Fort Walton Beach resort area.
|
E49730
|
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: Destin–Fort Walton Beach Airport | Statement: [Crestview–Fort Walton Beach–Destin metropolitan area, airport, Destin–Fort Walton Beach Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Destin–Fort Walton Beach Airport Context triple: [Crestview–Fort Walton Beach–Destin metropolitan area, airport, Destin–Fort Walton Beach Airport]
-
A.
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.
-
B.
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.
-
C.
Northeast Florida Regional Airport
Northeast Florida Regional Airport is a public airport serving the St. Augustine area and the broader northeast region of Florida with general aviation and limited commercial services.
-
D.
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.
-
E.
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.
- 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: Destin–Fort Walton Beach Airport Triple: [Crestview–Fort Walton Beach–Destin metropolitan area, airport, Destin–Fort Walton Beach Airport]
Generated description
Destin–Fort Walton Beach Airport is a commercial and military joint-use airport in Florida’s Emerald Coast region, serving as a primary air gateway to the Destin–Fort Walton Beach resort area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Destin–Fort Walton Beach Airport Target entity description: Destin–Fort Walton Beach Airport is a commercial and military joint-use airport in Florida’s Emerald Coast region, serving as a primary air gateway to the Destin–Fort Walton Beach resort area.
-
A.
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.
-
B.
Northwest Florida Regional Airport
chosen
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.
-
C.
Northeast Florida Regional Airport
Northeast Florida Regional Airport is a public airport serving the St. Augustine area and the broader northeast region of Florida with general aviation and limited commercial services.
-
D.
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.
-
E.
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.
- 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_69aed96ce578819084ab16e3439976c9 |
completed | March 9, 2026, 2:30 p.m. |
| NER | Named-entity recognition | batch_69aeeba1535c8190b36e2ab2d4514b54 |
completed | March 9, 2026, 3:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5122ba6a4819099986e50f42f2a92 |
completed | March 14, 2026, 7:45 a.m. |
| NEDg | Description generation | batch_69b5129946508190860e12a8f90eb5ee |
completed | March 14, 2026, 7:47 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b513481c308190849e66bbd9caf57c |
completed | March 14, 2026, 7:50 a.m. |
Created at: March 9, 2026, 3:18 p.m.