Triple
T10540151
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hesperia, California |
E248672
|
entity |
| Predicate | hasAirport |
P105
|
FINISHED |
| Object |
Hesperia Airport
Hesperia Airport is a public general aviation airport serving the city of Hesperia in San Bernardino County, California.
|
E876888
|
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: Hesperia Airport | Statement: [Hesperia, California, hasAirport, Hesperia Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hesperia Airport Context triple: [Hesperia, California, hasAirport, Hesperia Airport]
-
A.
Los Rodeos Airport
Los Rodeos Airport is the former name of Tenerife North Airport, a major airport on the island of Tenerife in Spain’s Canary Islands.
-
B.
Gerlach–Empire Airport
Gerlach–Empire Airport is a small public-use airfield in northwestern Nevada that primarily serves the remote communities of Gerlach and Empire near the Black Rock Desert.
-
C.
Vance Brand Airport
Vance Brand Airport is a public general aviation airport serving the city of Longmont, Colorado.
-
D.
Tom Madsen Airport
Tom Madsen Airport is a small public airport serving the remote community of Unalaska in Alaska’s Aleutian Islands, known for challenging weather conditions and its role in regional air transport.
-
E.
Searchlight Airport
Searchlight Airport is a small public-use airfield serving the community of Searchlight in southern Nevada, primarily accommodating general aviation 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: Hesperia Airport Triple: [Hesperia, California, hasAirport, Hesperia Airport]
Generated description
Hesperia Airport is a public general aviation airport serving the city of Hesperia in San Bernardino County, California.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hesperia Airport Target entity description: Hesperia Airport is a public general aviation airport serving the city of Hesperia in San Bernardino County, California.
-
A.
Los Rodeos Airport
Los Rodeos Airport is the former name of Tenerife North Airport, a major airport on the island of Tenerife in Spain’s Canary Islands.
-
B.
Gerlach–Empire Airport
Gerlach–Empire Airport is a small public-use airfield in northwestern Nevada that primarily serves the remote communities of Gerlach and Empire near the Black Rock Desert.
-
C.
Vance Brand Airport
Vance Brand Airport is a public general aviation airport serving the city of Longmont, Colorado.
-
D.
Tom Madsen Airport
Tom Madsen Airport is a small public airport serving the remote community of Unalaska in Alaska’s Aleutian Islands, known for challenging weather conditions and its role in regional air transport.
-
E.
Searchlight Airport
Searchlight Airport is a small public-use airfield serving the community of Searchlight in southern Nevada, primarily accommodating general aviation traffic.
- 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_69d381c733c08190ab1dd6239f5f34ae |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d50a582be48190856c6f272eea4dcf |
completed | April 7, 2026, 1:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d97a05ffdc8190a69b39c807a06042 |
completed | April 10, 2026, 10:30 p.m. |
| NEDg | Description generation | batch_69d97cc07100819088683a0d79b2baa0 |
completed | April 10, 2026, 10:42 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d97e015b088190a97822675eecaa5a |
completed | April 10, 2026, 10:47 p.m. |
Created at: April 6, 2026, 12:32 p.m.