Triple
T4326329
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bozeman, Montana, United States |
E96641
|
entity |
| Predicate | locatedInValley |
P40
|
FINISHED |
| Object |
Gallatin Valley
Gallatin Valley is a fertile, mountain-ringed valley in southwestern Montana known for the city of Bozeman, agriculture, and outdoor recreation near Yellowstone National Park.
|
E431023
|
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 Valley | Statement: [Bozeman, Montana, United States, locatedInValley, Gallatin Valley]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gallatin Valley Context triple: [Bozeman, Montana, United States, locatedInValley, Gallatin Valley]
-
A.
Roaring Fork Valley
Roaring Fork Valley is a scenic region in western Colorado known for the Roaring Fork River, outdoor recreation, and resort communities like Aspen.
-
B.
Boise Foothills
The Boise Foothills are a scenic series of rolling hills and open-space trails bordering Boise that are popular for hiking, biking, and outdoor recreation.
-
C.
Gallatin
Gallatin is a surname most notably associated with Albert Gallatin, a prominent early American statesman and long-serving U.S. Secretary of the Treasury.
-
D.
Truckee Meadows
Truckee Meadows is a high-desert valley in western Nevada that encompasses the Reno–Sparks metropolitan area along the Truckee River.
-
E.
Jackson Hole
Jackson Hole is a scenic high-mountain valley in northwestern Wyoming, renowned for its dramatic Teton Range backdrop, outdoor recreation, and ski resorts.
- 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 Valley Triple: [Bozeman, Montana, United States, locatedInValley, Gallatin Valley]
Generated description
Gallatin Valley is a fertile, mountain-ringed valley in southwestern Montana known for the city of Bozeman, agriculture, and outdoor recreation near Yellowstone National Park.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gallatin Valley Target entity description: Gallatin Valley is a fertile, mountain-ringed valley in southwestern Montana known for the city of Bozeman, agriculture, and outdoor recreation near Yellowstone National Park.
-
A.
Roaring Fork Valley
Roaring Fork Valley is a scenic region in western Colorado known for the Roaring Fork River, outdoor recreation, and resort communities like Aspen.
-
B.
Boise Foothills
The Boise Foothills are a scenic series of rolling hills and open-space trails bordering Boise that are popular for hiking, biking, and outdoor recreation.
-
C.
Gallatin
Gallatin is a surname most notably associated with Albert Gallatin, a prominent early American statesman and long-serving U.S. Secretary of the Treasury.
-
D.
Truckee Meadows
Truckee Meadows is a high-desert valley in western Nevada that encompasses the Reno–Sparks metropolitan area along the Truckee River.
-
E.
Jackson Hole
Jackson Hole is a scenic high-mountain valley in northwestern Wyoming, renowned for its dramatic Teton Range backdrop, outdoor recreation, and ski resorts.
- 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.