Triple
T2639622
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Menominee, Michigan |
E62831
|
entity |
| Predicate | hasNearbyAirport |
P4363
|
FINISHED |
| Object |
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.
|
E286169
|
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: Menominee-Marinette Twin County Airport | Statement: [Menominee, Michigan, hasNearbyAirport, Menominee-Marinette Twin County Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Menominee-Marinette Twin County Airport Context triple: [Menominee, Michigan, hasNearbyAirport, Menominee-Marinette Twin County Airport]
-
A.
Chippewa County International Airport
Chippewa County International Airport is a public airport in Michigan’s Upper Peninsula that provides commercial and general aviation services to the surrounding Chippewa County region.
-
B.
Dane County Regional Airport
Dane County Regional Airport is the primary commercial airport serving Madison and the surrounding Dane County area in Wisconsin.
-
C.
Mackinac Island Airport
Mackinac Island Airport is a small public airport serving Michigan’s Mackinac Island, providing essential air access to the car-free tourist destination.
-
D.
Duluth International Airport
Duluth International Airport is a public airport in Duluth, Minnesota, serving as a regional hub for commercial, cargo, and general aviation in northeastern Minnesota and the western Lake Superior region.
-
E.
Muskegon County Airport
Muskegon County Airport is a public regional airport serving commercial and general aviation needs for the Muskegon, Michigan 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: Menominee-Marinette Twin County Airport Triple: [Menominee, Michigan, hasNearbyAirport, Menominee-Marinette Twin County Airport]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Menominee-Marinette Twin County Airport Target entity description: 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.
-
A.
Chippewa County International Airport
Chippewa County International Airport is a public airport in Michigan’s Upper Peninsula that provides commercial and general aviation services to the surrounding Chippewa County region.
-
B.
Dane County Regional Airport
Dane County Regional Airport is the primary commercial airport serving Madison and the surrounding Dane County area in Wisconsin.
-
C.
Mackinac Island Airport
Mackinac Island Airport is a small public airport serving Michigan’s Mackinac Island, providing essential air access to the car-free tourist destination.
-
D.
Duluth International Airport
Duluth International Airport is a public airport in Duluth, Minnesota, serving as a regional hub for commercial, cargo, and general aviation in northeastern Minnesota and the western Lake Superior region.
-
E.
Muskegon County Airport
Muskegon County Airport is a public regional airport serving commercial and general aviation needs for the Muskegon, Michigan 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_69ab4c3f2dcc819082df80f5e032f690 |
completed | March 6, 2026, 9:50 p.m. |
| NER | Named-entity recognition | batch_69abd8fafad08190939b08558fea6abd |
completed | March 7, 2026, 7:51 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af98bd689481908568d35baac1e065 |
completed | March 10, 2026, 4:06 a.m. |
| NEDg | Description generation | batch_69af99c237548190838559ccac95f1c5 |
completed | March 10, 2026, 4:10 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69af9a5938b48190820f37f2e2280438 |
completed | March 10, 2026, 4:13 a.m. |
Created at: March 6, 2026, 9:53 p.m.