Triple
T2793493
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fort Smith metropolitan area (Oklahoma portion) |
E61980
|
entity |
| Predicate | hasPrimaryAirportAccessVia |
P42377
|
FINISHED |
| Object |
Fort Smith Regional Airport
Fort Smith Regional Airport is a public airport in Fort Smith, Arkansas, serving as the main commercial air gateway for the surrounding bi-state metropolitan area.
|
E298945
|
NE FINISHED |
How this triple was built (5 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: Fort Smith Regional Airport | Statement: [Fort Smith metropolitan area (Oklahoma portion), hasPrimaryAirportAccessVia, Fort Smith Regional Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fort Smith Regional Airport Context triple: [Fort Smith metropolitan area (Oklahoma portion), hasPrimaryAirportAccessVia, Fort Smith Regional Airport]
-
A.
Joplin Regional Airport
Joplin Regional Airport is a public airport serving commercial and general aviation needs for the Joplin, Missouri metropolitan area in the United States.
-
B.
McComb-Pike County Airport
McComb-Pike County Airport is a public airport serving general aviation and regional air traffic for the city of McComb and surrounding Pike County in Mississippi.
-
C.
Northwest Arkansas National Airport
Northwest Arkansas National Airport is a regional commercial airport serving the Fayetteville and greater Northwest Arkansas area with domestic flights and connections.
-
D.
Hickory Regional Airport
Hickory Regional Airport is a public airport serving the city of Hickory and the surrounding region in western North Carolina, primarily supporting general aviation and limited commercial operations.
-
E.
Bob Sikes Airport
Bob Sikes Airport is a public airport serving the Crestview area in Florida, primarily supporting general aviation and regional air traffic.
- 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: Fort Smith Regional Airport Triple: [Fort Smith metropolitan area (Oklahoma portion), hasPrimaryAirportAccessVia, Fort Smith Regional Airport]
Generated description
Fort Smith Regional Airport is a public airport in Fort Smith, Arkansas, serving as the main commercial air gateway for the surrounding bi-state metropolitan area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Fort Smith Regional Airport Target entity description: Fort Smith Regional Airport is a public airport in Fort Smith, Arkansas, serving as the main commercial air gateway for the surrounding bi-state metropolitan area.
-
A.
Joplin Regional Airport
Joplin Regional Airport is a public airport serving commercial and general aviation needs for the Joplin, Missouri metropolitan area in the United States.
-
B.
McComb-Pike County Airport
McComb-Pike County Airport is a public airport serving general aviation and regional air traffic for the city of McComb and surrounding Pike County in Mississippi.
-
C.
Northwest Arkansas National Airport
Northwest Arkansas National Airport is a regional commercial airport serving the Fayetteville and greater Northwest Arkansas area with domestic flights and connections.
-
D.
Hickory Regional Airport
Hickory Regional Airport is a public airport serving the city of Hickory and the surrounding region in western North Carolina, primarily supporting general aviation and limited commercial operations.
-
E.
Bob Sikes Airport
Bob Sikes Airport is a public airport serving the Crestview area in Florida, primarily supporting general aviation and regional air traffic.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasPrimaryAirportAccessVia Context triple: [Fort Smith metropolitan area (Oklahoma portion), hasPrimaryAirportAccessVia, Fort Smith Regional Airport]
-
A.
hasRunwayAccessTo
Indicates that one location or facility is directly connected to another via a usable runway, allowing aircraft to move between them without leaving runway infrastructure.
-
B.
hasRunwayAccessVia
Indicates that an entity has access to a runway by means of a specified connecting route, facility, or intermediary.
-
C.
airportAccessMode
Indicates the typical mode or method of transportation used to access or reach an airport.
-
D.
hasCoreAirport
chosen
Indicates that one entity designates another entity as its primary or central airport within a given context or network.
-
E.
hasMajorAirport
Indicates that a location possesses at least one significant airport that serves as a primary hub for air travel in that area.
- F. None of above.
Provenance (6 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_69ab4b7f51d881908768300ebd2fbdae |
completed | March 6, 2026, 9:47 p.m. |
| NER | Named-entity recognition | batch_69abddd33610819085ac7c5bec0e6af0 |
completed | March 7, 2026, 8:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afc6618fb88190a653ae0d15e1a0d4 |
completed | March 10, 2026, 7:21 a.m. |
| NEDg | Description generation | batch_69afc6d485d88190b281abec460ff24d |
completed | March 10, 2026, 7:23 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afc750fee08190bf3c112f6f204af4 |
completed | March 10, 2026, 7:25 a.m. |
| PD | Predicate disambiguation | batch_69abdd040f9481908e9c7a2df88ea1ae |
completed | March 7, 2026, 8:08 a.m. |
Created at: March 6, 2026, 9:58 p.m.