Triple
T19196632
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | KALS |
E469986
|
entity |
| Predicate | servedByAirline |
P12356
|
FINISHED |
| Object |
Denver Air Connection
Denver Air Connection is a U.S. regional airline that operates scheduled passenger services to small and rural communities, often under Essential Air Service contracts.
|
E1362264
|
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: Denver Air Connection | Statement: [KALS, servedByAirline, Denver Air Connection]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Denver Air Connection Context triple: [KALS, servedByAirline, Denver Air Connection]
-
A.
Denver International Airport
Denver International Airport is a major U.S. airport in Denver, Colorado, known for its extensive domestic and international connections and status as one of the busiest airline hubs in the world.
-
B.
Colorado Springs Airport
Colorado Springs Airport is a public airport in Colorado Springs, Colorado, serving as a regional hub for commercial, military, and general aviation traffic.
-
C.
Denver Municipal Airport
Denver Municipal Airport was the original name of Denver’s primary airport, later expanded and renamed Stapleton International Airport, which served as the city’s main aviation hub for much of the 20th century.
-
D.
Airport Mesa
Airport Mesa is a popular scenic overlook and hiking area in Sedona, Arizona, known for its panoramic red rock views and reputed energy vortex.
-
E.
Four Corners Regional Airport
Four Corners Regional Airport is a public airport serving the city of Farmington and the surrounding Four Corners region of the southwestern United States.
- 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: Denver Air Connection Triple: [KALS, servedByAirline, Denver Air Connection]
Generated description
Denver Air Connection is a U.S. regional airline that operates scheduled passenger services to small and rural communities, often under Essential Air Service contracts.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Denver Air Connection Target entity description: Denver Air Connection is a U.S. regional airline that operates scheduled passenger services to small and rural communities, often under Essential Air Service contracts.
-
A.
Denver International Airport
Denver International Airport is a major U.S. airport in Denver, Colorado, known for its extensive domestic and international connections and status as one of the busiest airline hubs in the world.
-
B.
Colorado Springs Airport
Colorado Springs Airport is a public airport in Colorado Springs, Colorado, serving as a regional hub for commercial, military, and general aviation traffic.
-
C.
Denver Municipal Airport
Denver Municipal Airport was the original name of Denver’s primary airport, later expanded and renamed Stapleton International Airport, which served as the city’s main aviation hub for much of the 20th century.
-
D.
Airport Mesa
Airport Mesa is a popular scenic overlook and hiking area in Sedona, Arizona, known for its panoramic red rock views and reputed energy vortex.
-
E.
Four Corners Regional Airport
Four Corners Regional Airport is a public airport serving the city of Farmington and the surrounding Four Corners region of the southwestern United States.
- 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_69d8dd0ad9088190a173b32657ae2e7a |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5f8a5dabc81908fffad811f177b03 |
completed | April 20, 2026, 9:57 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a06f8c2805c8190be95a283c7db864f |
completed | May 15, 2026, 10:43 a.m. |
| NEDg | Description generation | batch_6a06f948932c8190a4ce08178c00b251 |
completed | May 15, 2026, 10:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a06f9e1fb708190958c64fd38d32d04 |
completed | May 15, 2026, 10:48 a.m. |
Created at: April 10, 2026, 12:07 p.m.