Triple
T4326314
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bozeman, Montana, United States |
E96641
|
entity |
| Predicate | county |
P75
|
FINISHED |
| Object |
Gallatin County, Montana
Gallatin County, Montana is a county in southwestern Montana known for its rapidly growing population, outdoor recreation opportunities, and the city of Bozeman as its largest urban center.
|
E431019
|
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: Gallatin County, Montana | Statement: [Bozeman, Montana, United States, county, Gallatin County, Montana]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gallatin County, Montana Context triple: [Bozeman, Montana, United States, county, Gallatin County, Montana]
-
A.
Ravalli County, Montana
Ravalli County, Montana is a rural county in western Montana located in the Bitterroot Valley, known for its mountainous landscapes, outdoor recreation, and the county seat of Hamilton.
-
B.
Missoula County
Missoula County is a county in western Montana known for its university town of Missoula, outdoor recreation, and surrounding mountain landscapes.
-
C.
Kootenai County
Kootenai County is a county in northern Idaho known for its lakeside city of Coeur d’Alene, outdoor recreation, and role as a regional hub in the Inland Northwest.
-
D.
Butte County, Idaho
Butte County, Idaho is a sparsely populated county in eastern Idaho known for hosting the Idaho National Laboratory, a major U.S. nuclear research facility.
-
E.
Yellowstone County
Yellowstone County is a county in south-central Montana, United States, known for being the state’s most populous county and home to the city of Billings.
- 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: Gallatin County, Montana Triple: [Bozeman, Montana, United States, county, Gallatin County, Montana]
Generated description
Gallatin County, Montana is a county in southwestern Montana known for its rapidly growing population, outdoor recreation opportunities, and the city of Bozeman as its largest urban center.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gallatin County, Montana Target entity description: Gallatin County, Montana is a county in southwestern Montana known for its rapidly growing population, outdoor recreation opportunities, and the city of Bozeman as its largest urban center.
-
A.
Ravalli County, Montana
Ravalli County, Montana is a rural county in western Montana located in the Bitterroot Valley, known for its mountainous landscapes, outdoor recreation, and the county seat of Hamilton.
-
B.
Missoula County
Missoula County is a county in western Montana known for its university town of Missoula, outdoor recreation, and surrounding mountain landscapes.
-
C.
Kootenai County
Kootenai County is a county in northern Idaho known for its lakeside city of Coeur d’Alene, outdoor recreation, and role as a regional hub in the Inland Northwest.
-
D.
Butte County, Idaho
Butte County, Idaho is a sparsely populated county in eastern Idaho known for hosting the Idaho National Laboratory, a major U.S. nuclear research facility.
-
E.
Yellowstone County
Yellowstone County is a county in south-central Montana, United States, known for being the state’s most populous county and home to the city of Billings.
- 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_69b34542fd908190b11b08faad8decfd |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b3513020f481909ff2fec3934f3002 |
completed | March 12, 2026, 11:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5d09861a4819086a88bb42a8ea2e4 |
completed | March 14, 2026, 9:18 p.m. |
| NEDg | Description generation | batch_69b5d11a30a08190b9f58fadd2415559 |
completed | March 14, 2026, 9:20 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5d194975481908b029ab106223c6c |
completed | March 14, 2026, 9:22 p.m. |
Created at: March 12, 2026, 11:13 p.m.