Triple
T17966647
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Harbor Springs |
E449224
|
entity |
| Predicate | hasNearbyAirport |
P4363
|
FINISHED |
| Object | Harbor Springs Municipal Airport |
—
|
NE NERFINISHED |
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: Harbor Springs Municipal Airport | Statement: [Harbor Springs, hasNearbyAirport, Harbor Springs Municipal Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Harbor Springs Municipal Airport Context triple: [Harbor Springs, hasNearbyAirport, Harbor Springs Municipal Airport]
-
A.
Harbor Springs Municipal Airport
chosen
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.
-
B.
Alpena County Regional Airport
Alpena County Regional Airport is a public regional airport in northern Michigan that provides commercial and general aviation services to the Alpena area.
-
C.
Houghton County Memorial Airport
Houghton County Memorial Airport is a public regional airport in Michigan’s Upper Peninsula that serves Houghton County and the surrounding communities with commercial and general aviation services.
-
D.
Manistee County Blacker Airport
Manistee County Blacker Airport is a public regional airport serving the Manistee, Michigan area with commercial and general aviation services.
-
E.
Ionia County Airport
Ionia County Airport is a public-use general aviation airport serving the air transportation needs of Ionia County in central Michigan.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69d8b9f9927c8190a006110c8b996e61 |
completed | April 10, 2026, 8:51 a.m. |
| NER | Named-entity recognition | batch_69e4b1380960819089a3c0dd7cd57e5e |
completed | April 19, 2026, 10:40 a.m. |
Created at: April 10, 2026, 10:22 a.m.