Triple
T1277446
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cottonwood, Arizona |
E27246
|
entity |
| Predicate | hasAirport |
P105
|
FINISHED |
| Object |
Cottonwood Municipal Airport
Cottonwood Municipal Airport is a public general aviation airport serving the city of Cottonwood in central Arizona.
|
E158910
|
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: Cottonwood Municipal Airport | Statement: [Cottonwood, Arizona, hasAirport, Cottonwood Municipal Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cottonwood Municipal Airport Context triple: [Cottonwood, Arizona, hasAirport, Cottonwood Municipal Airport]
-
A.
Visalia Municipal Airport
Visalia Municipal Airport is a public airport serving the city of Visalia and surrounding communities in California’s San Joaquin Valley, providing general aviation services and limited commercial operations.
-
B.
Pueblo Memorial Airport
Pueblo Memorial Airport is a public airport serving the city of Pueblo in southern Colorado, providing general aviation, military, and limited commercial air services.
-
C.
Mills Field Municipal Airport
Mills Field Municipal Airport was the original name of what is now San Francisco International Airport, one of the major air travel hubs in the United States.
-
D.
Philip Billard Municipal Airport
Philip Billard Municipal Airport is a public general aviation airport serving the city of Topeka in northeastern Kansas.
-
E.
Tipton Airport
Tipton Airport is a public general aviation airport in Maryland that primarily serves local and regional air traffic for the surrounding Howard County area.
- 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: Cottonwood Municipal Airport Triple: [Cottonwood, Arizona, hasAirport, Cottonwood Municipal Airport]
Generated description
Cottonwood Municipal Airport is a public general aviation airport serving the city of Cottonwood in central Arizona.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cottonwood Municipal Airport Target entity description: Cottonwood Municipal Airport is a public general aviation airport serving the city of Cottonwood in central Arizona.
-
A.
Visalia Municipal Airport
Visalia Municipal Airport is a public airport serving the city of Visalia and surrounding communities in California’s San Joaquin Valley, providing general aviation services and limited commercial operations.
-
B.
Pueblo Memorial Airport
Pueblo Memorial Airport is a public airport serving the city of Pueblo in southern Colorado, providing general aviation, military, and limited commercial air services.
-
C.
Mills Field Municipal Airport
Mills Field Municipal Airport was the original name of what is now San Francisco International Airport, one of the major air travel hubs in the United States.
-
D.
Philip Billard Municipal Airport
Philip Billard Municipal Airport is a public general aviation airport serving the city of Topeka in northeastern Kansas.
-
E.
Tipton Airport
Tipton Airport is a public general aviation airport in Maryland that primarily serves local and regional air traffic for the surrounding Howard County area.
- 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_69a496d3710c8190955dee8bc0dacb50 |
completed | March 1, 2026, 7:43 p.m. |
| NER | Named-entity recognition | batch_69a4c0907f6081908df15679227341b5 |
completed | March 1, 2026, 10:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69acd470b044819087e0adfd137ff037 |
completed | March 8, 2026, 1:44 a.m. |
| NEDg | Description generation | batch_69acd7aa69d8819084e154ac82a9ff3c |
completed | March 8, 2026, 1:58 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69acd7fc5410819092a0c83c89a7c397 |
completed | March 8, 2026, 1:59 a.m. |
Created at: March 1, 2026, 7:50 p.m.