Triple
T15720816
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sheboygan County, Wisconsin |
E381086
|
entity |
| Predicate | hasPrimaryAirport |
P281
|
FINISHED |
| Object |
Sheboygan County Memorial Airport
Sheboygan County Memorial Airport is a public general aviation airport serving Sheboygan County and the surrounding region in Wisconsin.
|
E1174442
|
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: Sheboygan County Memorial Airport | Statement: [Sheboygan County, Wisconsin, hasPrimaryAirport, Sheboygan County Memorial Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sheboygan County Memorial Airport Context triple: [Sheboygan County, Wisconsin, hasPrimaryAirport, Sheboygan County Memorial Airport]
-
A.
Fond du Lac County Airport
Fond du Lac County Airport is a public general aviation airport serving the city of Fond du Lac and surrounding areas in Wisconsin.
-
B.
Central Wisconsin Airport
Central Wisconsin Airport is a regional airport in Wisconsin that provides commercial air service to the Wausau area and surrounding communities.
-
C.
Menominee-Marinette Twin County Airport
Menominee-Marinette Twin County Airport is a public regional airport serving the Menominee, Michigan and Marinette, Wisconsin area with general aviation and limited commercial services.
-
D.
Gogebic–Iron County Airport
Gogebic–Iron County Airport is a regional public airport serving Gogebic County, Michigan and neighboring Iron County, Wisconsin, providing commercial and general aviation services to the western Upper Peninsula region.
-
E.
Shawano Municipal Airport
Shawano Municipal Airport is a public general aviation airport serving the city of Shawano and surrounding areas in Wisconsin.
- 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: Sheboygan County Memorial Airport Triple: [Sheboygan County, Wisconsin, hasPrimaryAirport, Sheboygan County Memorial Airport]
Generated description
Sheboygan County Memorial Airport is a public general aviation airport serving Sheboygan County and the surrounding region in Wisconsin.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Sheboygan County Memorial Airport Target entity description: Sheboygan County Memorial Airport is a public general aviation airport serving Sheboygan County and the surrounding region in Wisconsin.
-
A.
Fond du Lac County Airport
Fond du Lac County Airport is a public general aviation airport serving the city of Fond du Lac and surrounding areas in Wisconsin.
-
B.
Central Wisconsin Airport
Central Wisconsin Airport is a regional airport in Wisconsin that provides commercial air service to the Wausau area and surrounding communities.
-
C.
Menominee-Marinette Twin County Airport
Menominee-Marinette Twin County Airport is a public regional airport serving the Menominee, Michigan and Marinette, Wisconsin area with general aviation and limited commercial services.
-
D.
Gogebic–Iron County Airport
Gogebic–Iron County Airport is a regional public airport serving Gogebic County, Michigan and neighboring Iron County, Wisconsin, providing commercial and general aviation services to the western Upper Peninsula region.
-
E.
Shawano Municipal Airport
Shawano Municipal Airport is a public general aviation airport serving the city of Shawano and surrounding areas in Wisconsin.
- 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_69d86d9bf930819082b30cf6d169297c |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e04fb0b51081908e652ec4992296fa |
completed | April 16, 2026, 2:55 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff82f464008190ae0e79f50b9b3eb3 |
completed | May 9, 2026, 6:54 p.m. |
| NEDg | Description generation | batch_69ff83b7a534819090e24491579376c3 |
completed | May 9, 2026, 6:57 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff844fa00c8190a47eb46394db097b |
completed | May 9, 2026, 7 p.m. |
Created at: April 10, 2026, 4:45 a.m.