Triple

T9305767
Position Surface form Disambiguated ID Type / Status
Subject Sweetgrass, Montana E223880 entity
Predicate locatedIn P40 FINISHED
Object Toole County, Montana
Toole County, Montana is a sparsely populated county in north-central Montana known for its agricultural economy and proximity to the Canadian border.
E790395 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: Toole County, Montana | Statement: [Sweetgrass, Montana, locatedIn, Toole County, Montana]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Toole County, Montana
Context triple: [Sweetgrass, Montana, locatedIn, Toole 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. Chouteau County, Montana
    Chouteau County, Montana is a largely rural county in north-central Montana known for its agricultural economy, historic role in the fur trade era, and county seat of Fort Benton along the Missouri River.
  • D. Ravalli County, Montana
    Ravalli County, Montana is a rural county in western Montana located in the Bitterroot Valley, known for its mountainous landscapes, outdoor recreation, and the county seat of Hamilton.
  • 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: Toole County, Montana
Triple: [Sweetgrass, Montana, locatedIn, Toole County, Montana]
Generated description
Toole County, Montana is a sparsely populated county in north-central Montana known for its agricultural economy and proximity to the Canadian border.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Toole County, Montana
Target entity description: Toole County, Montana is a sparsely populated county in north-central Montana known for its agricultural economy and proximity to the Canadian border.
  • 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. Chouteau County, Montana
    Chouteau County, Montana is a largely rural county in north-central Montana known for its agricultural economy, historic role in the fur trade era, and county seat of Fort Benton along the Missouri River.
  • D. Ravalli County, Montana
    Ravalli County, Montana is a rural county in western Montana located in the Bitterroot Valley, known for its mountainous landscapes, outdoor recreation, and the county seat of Hamilton.
  • 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_69ca8424d0f08190831e2e93c6533aeb completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cd1da7c1e08190af19169f5d806cde completed April 1, 2026, 1:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69d0b2735d788190bd8f963562fb85a8 completed April 4, 2026, 6:40 a.m.
NEDg Description generation batch_69d0b4231b708190b8a4a342bc63e84d completed April 4, 2026, 6:48 a.m.
NED2 Entity disambiguation (via description) batch_69d0b4b8131c8190b2aa8be56925b7bc completed April 4, 2026, 6:50 a.m.
Created at: March 30, 2026, 7:36 p.m.