Triple
T16212811
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Libby, Montana |
E393508
|
entity |
| Predicate | county |
P75
|
FINISHED |
| Object |
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.
|
E1201079
|
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: Lincoln County, Montana | Statement: [Libby, Montana, county, Lincoln County, Montana]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lincoln County, Montana Context triple: [Libby, Montana, county, Lincoln County, Montana]
-
A.
Park County, Montana
Park County, Montana is a mountainous county in south-central Montana known as a gateway to Yellowstone National Park and for its outdoor recreation and scenic landscapes.
-
B.
Garfield County, Montana
Garfield County, Montana is a sparsely populated county in eastern Montana known for its wide-open prairie landscapes, ranching, and access to outdoor recreation around Fort Peck Lake.
-
C.
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.
-
D.
Phillips County, Montana
Phillips County, Montana is a sparsely populated county in north-central Montana known for its expansive prairie landscapes, ranching, and access to outdoor recreation around Fort Peck Lake and the Missouri River Breaks.
-
E.
Roosevelt County, Montana
Roosevelt County, Montana is a sparsely populated county in northeastern Montana that includes part of the Fort Peck Indian Reservation and borders the Missouri River and Fort Peck Lake.
- 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: Lincoln County, Montana Triple: [Libby, Montana, county, Lincoln County, Montana]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lincoln County, Montana Target entity description: 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.
-
A.
Park County, Montana
Park County, Montana is a mountainous county in south-central Montana known as a gateway to Yellowstone National Park and for its outdoor recreation and scenic landscapes.
-
B.
Garfield County, Montana
Garfield County, Montana is a sparsely populated county in eastern Montana known for its wide-open prairie landscapes, ranching, and access to outdoor recreation around Fort Peck Lake.
-
C.
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.
-
D.
Phillips County, Montana
Phillips County, Montana is a sparsely populated county in north-central Montana known for its expansive prairie landscapes, ranching, and access to outdoor recreation around Fort Peck Lake and the Missouri River Breaks.
-
E.
Roosevelt County, Montana
Roosevelt County, Montana is a sparsely populated county in northeastern Montana that includes part of the Fort Peck Indian Reservation and borders the Missouri River and Fort Peck Lake.
- 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_69d87f1f5bd08190bd01cac0d5b9d2ef |
completed | April 10, 2026, 4:39 a.m. |
| NER | Named-entity recognition | batch_69e227f2c1288190bfaed49c364bfa22 |
completed | April 17, 2026, 12:30 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0007932f088190b6c20913cfb932f4 |
completed | May 10, 2026, 4:20 a.m. |
| NEDg | Description generation | batch_6a0009d6e7288190907075f5ee72f3ad |
completed | May 10, 2026, 4:30 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a000ad7a72481909a74643d8c0c9b5a |
completed | May 10, 2026, 4:34 a.m. |
Created at: April 10, 2026, 5:03 a.m.