Triple
T9451057
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | U.S. Route 287 |
E227891
|
entity |
| Predicate | passesThrough |
P225
|
FINISHED |
| Object |
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.
|
E808258
|
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: Townsend, Montana | Statement: [U.S. Route 287, passesThrough, Townsend, Montana]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Townsend, Montana Context triple: [U.S. Route 287, passesThrough, Townsend, Montana]
-
A.
St. Mary, Montana
St. Mary, Montana is a small community on the eastern edge of Glacier National Park that serves as a key gateway and services hub for park visitors.
-
B.
Ennis, Montana
Ennis, Montana is a small town in the Madison Valley known for its proximity to the Madison River and outdoor recreation such as fly fishing and hunting.
-
C.
Sweetgrass, Montana
Sweetgrass, Montana is a small unincorporated community in northern Montana that serves as a key border crossing point between the United States and Canada.
-
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.
Fort Smith, Montana
Fort Smith, Montana is a small community in Big Horn County known as a gateway to outdoor recreation and fishing on the nearby Bighorn River and surrounding reservoir.
- 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: Townsend, Montana Triple: [U.S. Route 287, passesThrough, Townsend, Montana]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Townsend, Montana Target entity description: 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.
-
A.
St. Mary, Montana
St. Mary, Montana is a small community on the eastern edge of Glacier National Park that serves as a key gateway and services hub for park visitors.
-
B.
Ennis, Montana
Ennis, Montana is a small town in the Madison Valley known for its proximity to the Madison River and outdoor recreation such as fly fishing and hunting.
-
C.
Sweetgrass, Montana
Sweetgrass, Montana is a small unincorporated community in northern Montana that serves as a key border crossing point between the United States and Canada.
-
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.
Fort Smith, Montana
Fort Smith, Montana is a small community in Big Horn County known as a gateway to outdoor recreation and fishing on the nearby Bighorn River and surrounding reservoir.
- 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_69ca8439f8bc8190997f2ef40c9f0bc2 |
completed | March 30, 2026, 2:10 p.m. |
| NER | Named-entity recognition | batch_69cd7f6796d8819088cbecc0588ae5fc |
completed | April 1, 2026, 8:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1611c908c8190aea6768e5659c3ca |
completed | April 4, 2026, 7:06 p.m. |
| NEDg | Description generation | batch_69d161c432b08190ba848159cc26a00c |
completed | April 4, 2026, 7:08 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d162fc597081909a57f842e41b1ad4 |
completed | April 4, 2026, 7:14 p.m. |
Created at: March 30, 2026, 7:51 p.m.