Triple
T20507318
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cascade County |
E503467
|
entity |
| Predicate | bordersOn |
P224
|
FINISHED |
| Object |
Liberty County, Montana
Liberty County, Montana is a sparsely populated rural county in north-central Montana known for its agricultural economy and location along the Hi-Line near the Canadian border.
|
E1442300
|
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: Liberty County, Montana | Statement: [Cascade County, bordersOn, Liberty County, Montana]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Liberty County, Montana Context triple: [Cascade County, bordersOn, Liberty County, Montana]
-
A.
Jefferson County, Montana
Jefferson County, Montana is a rural county in southwestern Montana known for its mountainous landscapes, outdoor recreation, and historic mining communities.
-
B.
Madison County, Montana
Madison County, Montana is a sparsely populated county in southwestern Montana known for its rugged Rocky Mountain landscapes, blue-ribbon trout streams, and outdoor recreation opportunities.
-
C.
Lincoln County, Montana
Lincoln County, Montana is a sparsely populated, heavily forested county in the far northwestern corner of Montana, known for its rugged mountains, outdoor recreation, and the town of Libby.
-
D.
Lake County, Montana
Lake County, Montana is a northwestern Montana county known for encompassing most of Flathead Lake, the largest natural freshwater lake in the western United States, and including portions of the Flathead Indian Reservation.
-
E.
Blaine County, Montana
Blaine County, Montana is a rural county in north-central Montana that includes part of the Fort Belknap Indian Reservation, home to Gros Ventre and Assiniboine communities.
- 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: Liberty County, Montana Triple: [Cascade County, bordersOn, Liberty County, Montana]
Generated description
Liberty County, Montana is a sparsely populated rural county in north-central Montana known for its agricultural economy and location along the Hi-Line near the Canadian border.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Liberty County, Montana Target entity description: Liberty County, Montana is a sparsely populated rural county in north-central Montana known for its agricultural economy and location along the Hi-Line near the Canadian border.
-
A.
Jefferson County, Montana
Jefferson County, Montana is a rural county in southwestern Montana known for its mountainous landscapes, outdoor recreation, and historic mining communities.
-
B.
Madison County, Montana
Madison County, Montana is a sparsely populated county in southwestern Montana known for its rugged Rocky Mountain landscapes, blue-ribbon trout streams, and outdoor recreation opportunities.
-
C.
Lincoln County, Montana
Lincoln County, Montana is a sparsely populated, heavily forested county in the far northwestern corner of Montana, known for its rugged mountains, outdoor recreation, and the town of Libby.
-
D.
Lake County, Montana
Lake County, Montana is a northwestern Montana county known for encompassing most of Flathead Lake, the largest natural freshwater lake in the western United States, and including portions of the Flathead Indian Reservation.
-
E.
Blaine County, Montana
Blaine County, Montana is a rural county in north-central Montana that includes part of the Fort Belknap Indian Reservation, home to Gros Ventre and Assiniboine communities.
- 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_69e69dc82dd0819085d64d65a1e72c70 |
completed | April 20, 2026, 9:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a08c574fe6881909149a602c890f97b |
completed | May 16, 2026, 7:28 p.m. |
| NEDg | Description generation | batch_6a08c66791548190b6f8608859bd3595 |
completed | May 16, 2026, 7:32 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a08c6c6f9608190bdbcdd58f6b14008 |
completed | May 16, 2026, 7:34 p.m. |
Created at: April 16, 2026, 11:36 a.m.