Triple
T9844800
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | KMKG |
E239312
|
entity |
| Predicate | locatedAtAirport |
P15259
|
FINISHED |
| Object | Muskegon County Airport |
E48446
|
NE FINISHED |
How this triple was built (2 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: Muskegon County Airport | Statement: [KMKG, locatedAtAirport, Muskegon County Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Muskegon County Airport Context triple: [KMKG, locatedAtAirport, Muskegon County Airport]
-
A.
Muskegon County Airport
chosen
Muskegon County Airport is a public regional airport serving commercial and general aviation needs for the Muskegon, Michigan area.
-
B.
Ionia County Airport
Ionia County Airport is a public-use general aviation airport serving the air transportation needs of Ionia County in central Michigan.
-
C.
Kalamazoo/Battle Creek International Airport
Kalamazoo/Battle Creek International Airport is a regional airport in southwest Michigan that provides commercial air service to the Kalamazoo and Battle Creek metropolitan areas.
-
D.
Harbor Springs Municipal Airport
Harbor Springs Municipal Airport is a public general aviation airport serving the city of Harbor Springs and surrounding communities in Emmet County in northern Michigan.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ca84e3f0c48190ada72a65ebd50efd |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cdb35dc29c819080203be5b904dc9d |
completed | April 2, 2026, 12:07 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d2287bbdf88190acd23f9572213e8a |
completed | April 5, 2026, 9:16 a.m. |
Created at: March 30, 2026, 8:33 p.m.