Triple
T20507721
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Great Falls metropolitan area |
E503476
|
entity |
| Predicate | containsCommunity |
P8617
|
FINISHED |
| Object |
Augusta, Montana
Augusta, Montana is a small unincorporated community in Lewis and Clark County known as a gateway to Montana’s Rocky Mountain Front and nearby outdoor recreation areas.
|
E1443540
|
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: Augusta, Montana | Statement: [Great Falls metropolitan area, containsCommunity, Augusta, Montana]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Augusta, Montana Context triple: [Great Falls metropolitan area, containsCommunity, Augusta, Montana]
-
A.
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.
-
B.
Helena, Montana
Helena, Montana is the capital city of the U.S. state of Montana, known for its historic gold rush origins and proximity to outdoor recreation in the surrounding Rocky Mountains.
-
C.
Colstrip, Montana
Colstrip, Montana is a small city in Rosebud County best known as a major coal-mining and coal-fired power generation community in eastern Montana.
-
D.
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.
-
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: Augusta, Montana Triple: [Great Falls metropolitan area, containsCommunity, Augusta, Montana]
Generated description
Augusta, Montana is a small unincorporated community in Lewis and Clark County known as a gateway to Montana’s Rocky Mountain Front and nearby outdoor recreation areas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Augusta, Montana Target entity description: Augusta, Montana is a small unincorporated community in Lewis and Clark County known as a gateway to Montana’s Rocky Mountain Front and nearby outdoor recreation areas.
-
A.
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.
-
B.
Helena, Montana
Helena, Montana is the capital city of the U.S. state of Montana, known for its historic gold rush origins and proximity to outdoor recreation in the surrounding Rocky Mountains.
-
C.
Colstrip, Montana
Colstrip, Montana is a small city in Rosebud County best known as a major coal-mining and coal-fired power generation community in eastern Montana.
-
D.
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.
-
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_69e0b4b1e52c8190894281cf7e3283ab |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e69dc8f3c881908ed2e0257a057e73 |
completed | April 20, 2026, 9:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a08cd4978d88190a15cc708101c4750 |
completed | May 16, 2026, 8:02 p.m. |
| NEDg | Description generation | batch_6a08d174278481909db394da2a7ff969 |
completed | May 16, 2026, 8:20 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a08d28e02fc8190ab694673156ab0c0 |
completed | May 16, 2026, 8:24 p.m. |
Created at: April 16, 2026, 11:36 a.m.