Triple
T16599267
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ravalli County, Montana |
E403288
|
entity |
| Predicate | containsTown |
P847
|
FINISHED |
| Object |
Stevensville, Montana
Stevensville, Montana is a small historic town in the Bitterroot Valley of western Montana, often recognized as the site of the first permanent European-American settlement in the state.
|
E1228559
|
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: Stevensville, Montana | Statement: [Ravalli County, Montana, containsTown, Stevensville, Montana]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stevensville, Montana Context triple: [Ravalli County, Montana, containsTown, Stevensville, Montana]
-
A.
Lovell, Montana
Lovell, Montana is a small town in northern Wyoming’s Bighorn Basin known as a gateway to nearby natural attractions such as Bighorn Canyon National Recreation Area.
-
B.
Townsend, Montana
Townsend, Montana is a small city in Broadwater County that serves as a regional hub in west-central Montana near Canyon Ferry Lake and the Missouri River.
-
C.
Huntley, Montana
Huntley, Montana is a small rural community in Yellowstone County known for its agricultural surroundings and proximity to Billings in the Yellowstone River valley.
-
D.
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.
-
E.
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.
- 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: Stevensville, Montana Triple: [Ravalli County, Montana, containsTown, Stevensville, Montana]
Generated description
Stevensville, Montana is a small historic town in the Bitterroot Valley of western Montana, often recognized as the site of the first permanent European-American settlement in the state.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Stevensville, Montana Target entity description: Stevensville, Montana is a small historic town in the Bitterroot Valley of western Montana, often recognized as the site of the first permanent European-American settlement in the state.
-
A.
Lovell, Montana
Lovell, Montana is a small town in northern Wyoming’s Bighorn Basin known as a gateway to nearby natural attractions such as Bighorn Canyon National Recreation Area.
-
B.
Townsend, Montana
Townsend, Montana is a small city in Broadwater County that serves as a regional hub in west-central Montana near Canyon Ferry Lake and the Missouri River.
-
C.
Huntley, Montana
Huntley, Montana is a small rural community in Yellowstone County known for its agricultural surroundings and proximity to Billings in the Yellowstone River valley.
-
D.
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.
-
E.
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.
- 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_69d883880d0c81908b5fcd454e767b60 |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e35d74738c81909711654cf38af150 |
completed | April 18, 2026, 10:31 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00918ae5f48190a85af2dfbe9708d4 |
completed | May 10, 2026, 2:09 p.m. |
| NEDg | Description generation | batch_6a00920dd72c8190b30d4edd779e7029 |
completed | May 10, 2026, 2:11 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0092e322d08190862ae42a28c9e5cf |
completed | May 10, 2026, 2:14 p.m. |
Created at: April 10, 2026, 5:16 a.m.