Triple
T3981087
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sheriff of Ravalli County, Montana |
E85758
|
entity |
| Predicate | seat |
P75
|
FINISHED |
| Object |
Hamilton, Montana
Hamilton, Montana is a small city in the Bitterroot Valley that serves as the economic and cultural hub of Ravalli County in western Montana.
|
E406937
|
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: Hamilton, Montana | Statement: [Sheriff of Ravalli County, Montana, seat, Hamilton, Montana]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hamilton, Montana Context triple: [Sheriff of Ravalli County, Montana, seat, Hamilton, Montana]
-
A.
Libby, Montana
Libby, Montana is a small northwestern Montana town known for its scenic setting near the Kootenai National Forest and its history of logging and mining.
-
B.
Gardiner, Montana
Gardiner, Montana is a small gateway town in southwestern Montana that serves as a primary northern entrance to Yellowstone National Park.
-
C.
Cooke City, Montana
Cooke City, Montana is a small gateway community in the Rocky Mountains of southern Montana, known as an eastern access point to Yellowstone National Park and a base for outdoor recreation.
-
D.
Kalispell
Kalispell is a small city in northwestern Montana that serves as a major gateway and service hub for visitors to Glacier National Park and the surrounding Rocky Mountain region.
-
E.
Great Falls, Montana
Great Falls, Montana is a mid-sized city in north-central Montana known for its series of waterfalls on the Missouri River and its role as a regional economic and cultural center.
- 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: Hamilton, Montana Triple: [Sheriff of Ravalli County, Montana, seat, Hamilton, Montana]
Generated description
Hamilton, Montana is a small city in the Bitterroot Valley that serves as the economic and cultural hub of Ravalli County in western Montana.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hamilton, Montana Target entity description: Hamilton, Montana is a small city in the Bitterroot Valley that serves as the economic and cultural hub of Ravalli County in western Montana.
-
A.
Libby, Montana
Libby, Montana is a small northwestern Montana town known for its scenic setting near the Kootenai National Forest and its history of logging and mining.
-
B.
Gardiner, Montana
Gardiner, Montana is a small gateway town in southwestern Montana that serves as a primary northern entrance to Yellowstone National Park.
-
C.
Cooke City, Montana
Cooke City, Montana is a small gateway community in the Rocky Mountains of southern Montana, known as an eastern access point to Yellowstone National Park and a base for outdoor recreation.
-
D.
Kalispell
Kalispell is a small city in northwestern Montana that serves as a major gateway and service hub for visitors to Glacier National Park and the surrounding Rocky Mountain region.
-
E.
Great Falls, Montana
Great Falls, Montana is a mid-sized city in north-central Montana known for its series of waterfalls on the Missouri River and its role as a regional economic and cultural center.
- 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_69aed93908348190a26c8aaf4fab3e86 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aef9d9d8848190aa06eaf5d281fa16 |
completed | March 9, 2026, 4:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b54c4a769c819097fb9bfd5890a4f9 |
completed | March 14, 2026, 11:53 a.m. |
| NEDg | Description generation | batch_69b54e582d1c8190b091449fab193ff2 |
completed | March 14, 2026, 12:02 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b54ec8640081908c312eaf2cc19e2b |
completed | March 14, 2026, 12:04 p.m. |
Created at: March 9, 2026, 3:33 p.m.