Triple
T20507703
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Great Falls metropolitan area |
E503476
|
entity |
| Predicate | containsCommunity |
P8617
|
FINISHED |
| Object |
Fort Shaw, Montana
Fort Shaw, Montana is a small unincorporated community in Cascade County known for its historic 19th-century military fort and rural setting within the Great Falls region.
|
E1439848
|
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: Fort Shaw, Montana | Statement: [Great Falls metropolitan area, containsCommunity, Fort Shaw, Montana]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fort Shaw, Montana Context triple: [Great Falls metropolitan area, containsCommunity, Fort Shaw, Montana]
-
A.
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.
-
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.
Lame Deer, Montana
Lame Deer, Montana is a small community in Rosebud County that serves as the cultural and administrative center of the Northern Cheyenne people.
-
D.
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.
-
E.
Three Forks, Montana
Three Forks, Montana is a small city in southwestern Montana known as the historic meeting point of the Jefferson, Madison, and Gallatin rivers, which form the headwaters of the Missouri River.
- 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: Fort Shaw, Montana Triple: [Great Falls metropolitan area, containsCommunity, Fort Shaw, Montana]
Generated description
Fort Shaw, Montana is a small unincorporated community in Cascade County known for its historic 19th-century military fort and rural setting within the Great Falls region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Fort Shaw, Montana Target entity description: Fort Shaw, Montana is a small unincorporated community in Cascade County known for its historic 19th-century military fort and rural setting within the Great Falls region.
-
A.
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.
-
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.
Lame Deer, Montana
Lame Deer, Montana is a small community in Rosebud County that serves as the cultural and administrative center of the Northern Cheyenne people.
-
D.
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.
-
E.
Three Forks, Montana
Three Forks, Montana is a small city in southwestern Montana known as the historic meeting point of the Jefferson, Madison, and Gallatin rivers, which form the headwaters of the Missouri River.
- 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_6a08b3d832a081909ec4036a5d81d259 |
completed | May 16, 2026, 6:13 p.m. |
| NEDg | Description generation | batch_6a08b4654cd48190bbde86df2877d058 |
completed | May 16, 2026, 6:16 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a08b4cb2fc081909ef18cb0408ac76d |
completed | May 16, 2026, 6:17 p.m. |
Created at: April 16, 2026, 11:36 a.m.