Triple
T825646
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Snowflake |
E17845
|
entity |
| Predicate | headquarteredIn |
P62
|
FINISHED |
| Object |
Bozeman, Montana, United States
Bozeman, Montana, United States is a rapidly growing city in southwestern Montana known for its outdoor recreation, proximity to Yellowstone National Park, and emerging technology and research sectors.
|
E96641
|
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: Bozeman, Montana, United States | Statement: [Snowflake, headquarteredIn, Bozeman, Montana, United States]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bozeman, Montana, United States Context triple: [Snowflake, headquarteredIn, Bozeman, Montana, United States]
-
A.
Boise, Idaho, United States
Boise is the capital and most populous city of Idaho, known as a regional economic and cultural center in the northwestern United States.
-
B.
Missoula
Missoula is a vibrant city in western Montana known for its university, outdoor recreation, and cultural scene.
-
C.
Leadville, Colorado
Leadville, Colorado is a historic high-altitude former silver-mining town in the Rocky Mountains, known as one of the highest incorporated cities in the United States.
-
D.
Boulder, Colorado
Boulder, Colorado is a city at the foothills of the Rocky Mountains known for its research institutions, outdoor recreation, and vibrant university community.
-
E.
Billings
Billings is the largest city in the U.S. state of Montana and a major economic and cultural hub for the surrounding Mountain States region.
- 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: Bozeman, Montana, United States Triple: [Snowflake, headquarteredIn, Bozeman, Montana, United States]
Generated description
Bozeman, Montana, United States is a rapidly growing city in southwestern Montana known for its outdoor recreation, proximity to Yellowstone National Park, and emerging technology and research sectors.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bozeman, Montana, United States Target entity description: Bozeman, Montana, United States is a rapidly growing city in southwestern Montana known for its outdoor recreation, proximity to Yellowstone National Park, and emerging technology and research sectors.
-
A.
Boise, Idaho, United States
Boise is the capital and most populous city of Idaho, known as a regional economic and cultural center in the northwestern United States.
-
B.
Missoula
Missoula is a vibrant city in western Montana known for its university, outdoor recreation, and cultural scene.
-
C.
Leadville, Colorado
Leadville, Colorado is a historic high-altitude former silver-mining town in the Rocky Mountains, known as one of the highest incorporated cities in the United States.
-
D.
Boulder, Colorado
Boulder, Colorado is a city at the foothills of the Rocky Mountains known for its research institutions, outdoor recreation, and vibrant university community.
-
E.
Billings
Billings is the largest city in the U.S. state of Montana and a major economic and cultural hub for the surrounding Mountain States region.
- 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_69a4937c9c188190aaa216f6b466f452 |
completed | March 1, 2026, 7:29 p.m. |
| NER | Named-entity recognition | batch_69a4ab976094819086d676404d745750 |
completed | March 1, 2026, 9:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a76d9577f081908aa31b1926e04bb8 |
completed | March 3, 2026, 11:24 p.m. |
| NEDg | Description generation | batch_69a78204c1208190b2d2d19cdea93b57 |
completed | March 4, 2026, 12:51 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a78648601881908bfcb9390ac4d6d2 |
completed | March 4, 2026, 1:09 a.m. |
Created at: March 1, 2026, 7:38 p.m.