Triple
T8039916
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kalispell |
E187410
|
entity |
| Predicate | isServiceHubFor |
P16350
|
FINISHED |
| Object | Flathead Valley |
E545197
|
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: Flathead Valley | Statement: [Kalispell, isServiceHubFor, Flathead Valley]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Flathead Valley Context triple: [Kalispell, isServiceHubFor, Flathead Valley]
-
A.
Flathead Valley
chosen
Flathead Valley is a scenic region in northwestern Montana known for its lakes, mountains, and proximity to Glacier National Park.
-
B.
Gallatin Valley
Gallatin Valley is a fertile, mountain-ringed valley in southwestern Montana known for the city of Bozeman, agriculture, and outdoor recreation near Yellowstone National Park.
-
C.
Lewis–Clark Valley
Lewis–Clark Valley is a bi-state region along the Snake and Clearwater rivers in Idaho and Washington, centered on the cities of Lewiston and Clarkston and known as a gateway to Hells Canyon and Lewis and Clark’s historic route.
-
D.
Yellowstone Valley
Yellowstone Valley is a scenic river valley in south-central Montana known for encompassing the city of Billings and following the course of the Yellowstone River.
-
E.
Mendenhall Valley
Mendenhall Valley is a glacially carved valley near Juneau, Alaska, known for the Mendenhall Glacier, surrounding mountains, and popular outdoor recreation areas.
- 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_69ca82b00cb48190b59a300f70e97bd7 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb3f1bb1d88190b3d2c83387c8ce43 |
completed | March 31, 2026, 3:27 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ccbe4ca4cc8190a664968334225087 |
completed | April 1, 2026, 6:42 a.m. |
Created at: March 30, 2026, 5:23 p.m.