Triple
T18017182
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gallatin Valley |
E431023
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Churchill, Montana
Churchill, Montana is a small unincorporated rural community in Gallatin County known for its agricultural surroundings and close-knit, predominantly Dutch Christian heritage.
|
E1339202
|
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: Churchill, Montana | Statement: [Gallatin Valley, contains, Churchill, Montana]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Churchill, Montana Context triple: [Gallatin Valley, contains, Churchill, Montana]
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
Broadus, Montana
Broadus, Montana is a small rural town in Powder River County known as a ranching community in the sparsely populated plains of eastern Montana.
- 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: Churchill, Montana Triple: [Gallatin Valley, contains, Churchill, Montana]
Generated description
Churchill, Montana is a small unincorporated rural community in Gallatin County known for its agricultural surroundings and close-knit, predominantly Dutch Christian heritage.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Churchill, Montana Target entity description: Churchill, Montana is a small unincorporated rural community in Gallatin County known for its agricultural surroundings and close-knit, predominantly Dutch Christian heritage.
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
Broadus, Montana
Broadus, Montana is a small rural town in Powder River County known as a ranching community in the sparsely populated plains of eastern Montana.
- 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_69d8b904530081908bf341d842464856 |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e4b9be5d0c819097e006f32d98753a |
completed | April 19, 2026, 11:17 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a052b1ba79c8190b320d8071cae664d |
completed | May 14, 2026, 1:53 a.m. |
| NEDg | Description generation | batch_6a052bf3949481908d2679bbe077ec0c |
completed | May 14, 2026, 1:57 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a052c8a8be48190a49d054a9d39ca2a |
completed | May 14, 2026, 1:59 a.m. |
Created at: April 10, 2026, 10:24 a.m.