Triple
T20537862
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Broadwater County |
E504246
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Toston, Montana
Toston, Montana is a small unincorporated community and census-designated place in southwestern Montana, located along the Missouri River.
|
E1492230
|
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: Toston, Montana | Statement: [Broadwater County, contains, Toston, Montana]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Toston, Montana Context triple: [Broadwater County, contains, Toston, Montana]
-
A.
Townsend, Montana
Townsend, Montana is a small city in Broadwater County that serves as a regional hub in west-central Montana near Canyon Ferry Lake and the Missouri River.
-
B.
Lovell, Montana
Lovell, Montana is a small town in northern Wyoming’s Bighorn Basin known as a gateway to nearby natural attractions such as Bighorn Canyon National Recreation Area.
-
C.
Ennis, Montana
Ennis, Montana is a small town in the Madison Valley known for its proximity to the Madison River and outdoor recreation such as fly fishing and hunting.
-
D.
Browning, Montana
Browning, Montana is a small town in northwestern Montana that serves as the cultural and administrative center of the Blackfeet Nation.
-
E.
Neihart, Montana
Neihart, Montana is a small historic mining town in central Montana located in the Little Belt Mountains within the Great Falls 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: Toston, Montana Triple: [Broadwater County, contains, Toston, Montana]
Generated description
Toston, Montana is a small unincorporated community and census-designated place in southwestern Montana, located along the Missouri River.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Toston, Montana Target entity description: Toston, Montana is a small unincorporated community and census-designated place in southwestern Montana, located along the Missouri River.
-
A.
Townsend, Montana
Townsend, Montana is a small city in Broadwater County that serves as a regional hub in west-central Montana near Canyon Ferry Lake and the Missouri River.
-
B.
Lovell, Montana
Lovell, Montana is a small town in northern Wyoming’s Bighorn Basin known as a gateway to nearby natural attractions such as Bighorn Canyon National Recreation Area.
-
C.
Ennis, Montana
Ennis, Montana is a small town in the Madison Valley known for its proximity to the Madison River and outdoor recreation such as fly fishing and hunting.
-
D.
Browning, Montana
Browning, Montana is a small town in northwestern Montana that serves as the cultural and administrative center of the Blackfeet Nation.
-
E.
Neihart, Montana
Neihart, Montana is a small historic mining town in central Montana located in the Little Belt Mountains within the Great Falls 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_69e0b4b476648190bc6019622ae54d3c |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e6a29006008190aa1ee3224c75ff4b |
completed | April 20, 2026, 10:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a09fd1bb8c48190a2f9dff6a0c2eaeb |
completed | May 17, 2026, 5:38 p.m. |
| NEDg | Description generation | batch_6a09fdf8a3f08190b3e1cf046920584d |
completed | May 17, 2026, 5:42 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a09fe7982748190ab3f61e7c2dc32ae |
completed | May 17, 2026, 5:44 p.m. |
Created at: April 16, 2026, 11:37 a.m.