Triple
T23217063
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marshall, Missouri |
E580774
|
entity |
| Predicate | hasAirport |
P105
|
FINISHED |
| Object |
Marshall Memorial Municipal Airport
Marshall Memorial Municipal Airport is a public general aviation airport serving the city of Marshall in Saline County, Missouri.
|
E1576595
|
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: Marshall Memorial Municipal Airport | Statement: [Marshall, Missouri, hasAirport, Marshall Memorial Municipal Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marshall Memorial Municipal Airport Context triple: [Marshall, Missouri, hasAirport, Marshall Memorial Municipal Airport]
-
A.
Marshall Municipal Airport
Marshall Municipal Airport is a public airport serving general aviation and regional air traffic for the city of Marshall in southwestern Minnesota.
-
B.
Ellis Municipal Airport
Ellis Municipal Airport is a small public-use airfield serving general aviation needs for the community of Ellis in western Kansas.
-
C.
Jefferson Municipal Airport
Jefferson Municipal Airport is a public-use airfield serving general aviation needs for the community of Jefferson in Greene County, Iowa.
-
D.
J. F. Mitchell Airport
J. F. Mitchell Airport is the small regional airport serving the island of Bequia in Saint Vincent and the Grenadines, handling mainly inter-island and charter flights.
-
E.
William T. Piper Memorial Airport
William T. Piper Memorial Airport is a public airport in central Pennsylvania named after the founder of Piper Aircraft, serving general aviation and preserving the region’s aviation heritage.
- 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: Marshall Memorial Municipal Airport Triple: [Marshall, Missouri, hasAirport, Marshall Memorial Municipal Airport]
Generated description
Marshall Memorial Municipal Airport is a public general aviation airport serving the city of Marshall in Saline County, Missouri.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marshall Memorial Municipal Airport Target entity description: Marshall Memorial Municipal Airport is a public general aviation airport serving the city of Marshall in Saline County, Missouri.
-
A.
Marshall Municipal Airport
Marshall Municipal Airport is a public airport serving general aviation and regional air traffic for the city of Marshall in southwestern Minnesota.
-
B.
Ellis Municipal Airport
Ellis Municipal Airport is a small public-use airfield serving general aviation needs for the community of Ellis in western Kansas.
-
C.
Jefferson Municipal Airport
Jefferson Municipal Airport is a public-use airfield serving general aviation needs for the community of Jefferson in Greene County, Iowa.
-
D.
J. F. Mitchell Airport
J. F. Mitchell Airport is the small regional airport serving the island of Bequia in Saint Vincent and the Grenadines, handling mainly inter-island and charter flights.
-
E.
William T. Piper Memorial Airport
William T. Piper Memorial Airport is a public airport in central Pennsylvania named after the founder of Piper Aircraft, serving general aviation and preserving the region’s aviation heritage.
- 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_69e2460389408190be74f41d217799a9 |
completed | April 17, 2026, 2:38 p.m. |
| NER | Named-entity recognition | batch_69f19165949c81908e4d66a8a2b0a25a |
completed | April 29, 2026, 5:04 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c3f4ffc3c8190a971bc5e7d362ae2 |
completed | May 19, 2026, 10:45 a.m. |
| NEDg | Description generation | batch_6a0c405be1188190b6622665e448bbe7 |
completed | May 19, 2026, 10:50 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0c40c6562481908689eca2a4997115 |
completed | May 19, 2026, 10:51 a.m. |
Created at: April 17, 2026, 4:08 p.m.