Triple
T4528953
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bullhead City, Arizona |
E106246
|
entity |
| Predicate | hasTransportation |
P105
|
FINISHED |
| Object |
Laughlin/Bullhead International Airport
Laughlin/Bullhead International Airport is a public airport serving the Laughlin, Nevada and Bullhead City, Arizona area, primarily handling commercial charter and general aviation traffic for the region’s resort and tourism industry.
|
E449306
|
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: Laughlin/Bullhead International Airport | Statement: [Bullhead City, Arizona, hasTransportation, Laughlin/Bullhead International Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Laughlin/Bullhead International Airport Context triple: [Bullhead City, Arizona, hasTransportation, Laughlin/Bullhead International Airport]
-
A.
Vance Brand Airport
Vance Brand Airport is a public general aviation airport serving the city of Longmont, Colorado.
-
B.
Chandler Municipal Airport
Chandler Municipal Airport is a public general aviation airport serving the city of Chandler, Arizona, primarily accommodating private, corporate, and flight-training aircraft.
-
C.
William R. Fairchild International Airport
William R. Fairchild International Airport is a public airport serving the city of Port Angeles in Washington State, providing regional air services on the Olympic Peninsula.
-
D.
Eugene F. Correia International Airport
Eugene F. Correia International Airport is a major airport serving domestic and regional flights for Georgetown and the surrounding areas of Guyana.
-
E.
Gerald R. Ford International Airport
Gerald R. Ford International Airport is the primary commercial airport serving the Grand Rapids metropolitan area and western Michigan.
- 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: Laughlin/Bullhead International Airport Triple: [Bullhead City, Arizona, hasTransportation, Laughlin/Bullhead International Airport]
Generated description
Laughlin/Bullhead International Airport is a public airport serving the Laughlin, Nevada and Bullhead City, Arizona area, primarily handling commercial charter and general aviation traffic for the region’s resort and tourism industry.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Laughlin/Bullhead International Airport Target entity description: Laughlin/Bullhead International Airport is a public airport serving the Laughlin, Nevada and Bullhead City, Arizona area, primarily handling commercial charter and general aviation traffic for the region’s resort and tourism industry.
-
A.
Vance Brand Airport
Vance Brand Airport is a public general aviation airport serving the city of Longmont, Colorado.
-
B.
Chandler Municipal Airport
Chandler Municipal Airport is a public general aviation airport serving the city of Chandler, Arizona, primarily accommodating private, corporate, and flight-training aircraft.
-
C.
William R. Fairchild International Airport
William R. Fairchild International Airport is a public airport serving the city of Port Angeles in Washington State, providing regional air services on the Olympic Peninsula.
-
D.
Eugene F. Correia International Airport
Eugene F. Correia International Airport is a major airport serving domestic and regional flights for Georgetown and the surrounding areas of Guyana.
-
E.
Gerald R. Ford International Airport
Gerald R. Ford International Airport is the primary commercial airport serving the Grand Rapids metropolitan area and western Michigan.
- 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_69bd43f3d6e08190a91824f833d51bbe |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd5779593081908593537b9239e01b |
completed | March 20, 2026, 2:19 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bda45eadd0819093429e14c88a161d |
completed | March 20, 2026, 7:47 p.m. |
| NEDg | Description generation | batch_69bda4e4f5a081908892c4363b3a4989 |
completed | March 20, 2026, 7:49 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bda556d4188190a00d6e6259139c10 |
completed | March 20, 2026, 7:51 p.m. |
Created at: March 20, 2026, 1:03 p.m.