Triple
T2800061
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hope, Arkansas |
E53131
|
entity |
| Predicate | hasAirport |
P105
|
FINISHED |
| Object |
Hope Municipal Airport
Hope Municipal Airport is a public-use airport serving the city of Hope in southwestern Arkansas, primarily accommodating general aviation.
|
E301411
|
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: Hope Municipal Airport | Statement: [Hope, Arkansas, hasAirport, Hope Municipal Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hope Municipal Airport Context triple: [Hope, Arkansas, hasAirport, Hope Municipal Airport]
-
A.
Lee Gilmer Memorial Airport
Lee Gilmer Memorial Airport is a public general aviation airport serving the city of Gainesville in Hall County, Georgia.
-
B.
Charlotte Municipal Airport
Charlotte Municipal Airport was the original name of what is now Charlotte Douglas International Airport, a major commercial airport serving Charlotte, North Carolina.
-
C.
Mount Pleasant Municipal Airport
Mount Pleasant Municipal Airport is a public general-aviation airport serving the city of Mount Pleasant in central Michigan.
-
D.
Philip Billard Municipal Airport
Philip Billard Municipal Airport is a public general aviation airport serving the city of Topeka in northeastern Kansas.
-
E.
Vinton Veterans Memorial Airport
Vinton Veterans Memorial Airport is a public-use airport serving the city of Vinton in Benton County, Iowa, primarily accommodating general aviation activities.
- 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: Hope Municipal Airport Triple: [Hope, Arkansas, hasAirport, Hope Municipal Airport]
Generated description
Hope Municipal Airport is a public-use airport serving the city of Hope in southwestern Arkansas, primarily accommodating general aviation.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hope Municipal Airport Target entity description: Hope Municipal Airport is a public-use airport serving the city of Hope in southwestern Arkansas, primarily accommodating general aviation.
-
A.
Lee Gilmer Memorial Airport
Lee Gilmer Memorial Airport is a public general aviation airport serving the city of Gainesville in Hall County, Georgia.
-
B.
Charlotte Municipal Airport
Charlotte Municipal Airport was the original name of what is now Charlotte Douglas International Airport, a major commercial airport serving Charlotte, North Carolina.
-
C.
Mount Pleasant Municipal Airport
Mount Pleasant Municipal Airport is a public general-aviation airport serving the city of Mount Pleasant in central Michigan.
-
D.
Philip Billard Municipal Airport
Philip Billard Municipal Airport is a public general aviation airport serving the city of Topeka in northeastern Kansas.
-
E.
Vinton Veterans Memorial Airport
Vinton Veterans Memorial Airport is a public-use airport serving the city of Vinton in Benton County, Iowa, primarily accommodating general aviation activities.
- 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_69ab495a90788190941b6917e1eca3a6 |
completed | March 6, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69abddf4ca9c8190a4adfd1c1373af41 |
completed | March 7, 2026, 8:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afce92b40c8190a6ed3e6c06f15c79 |
completed | March 10, 2026, 7:56 a.m. |
| NEDg | Description generation | batch_69afcf3aa64081909fe4007d94df48c2 |
completed | March 10, 2026, 7:58 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afcfe8a140819095daa37d539e4c72 |
completed | March 10, 2026, 8:01 a.m. |
Created at: March 6, 2026, 9:58 p.m.