Triple

T4891950
Position Surface form Disambiguated ID Type / Status
Subject Regina Lasko E109583 entity
Predicate marriageLocation P27490 FINISHED
Object Choteau, Montana
Choteau, Montana is a small rural town in north-central Montana known for its proximity to the Rocky Mountain Front and outdoor recreation opportunities.
E479789 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: Choteau, Montana | Statement: [Regina Lasko, marriageLocation, Choteau, Montana]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Choteau, Montana
Context triple: [Regina Lasko, marriageLocation, Choteau, Montana]
  • A. Libby, Montana
    Libby, Montana is a small northwestern Montana town known for its scenic setting near the Kootenai National Forest and its history of logging and mining.
  • B. Hamilton, Montana
    Hamilton, Montana is a small city in the Bitterroot Valley that serves as the economic and cultural hub of Ravalli County in western Montana.
  • C. Cooke City, Montana
    Cooke City, Montana is a small gateway community in the Rocky Mountains of southern Montana, known as an eastern access point to Yellowstone National Park and a base for outdoor recreation.
  • D. Gardiner, Montana
    Gardiner, Montana is a small gateway town in southwestern Montana that serves as a primary northern entrance to Yellowstone National Park.
  • E. Butte, Montana
    Butte, Montana is a historic mining city in southwestern Montana known for its rich copper-mining heritage and well-preserved Old West character.
  • 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: Choteau, Montana
Triple: [Regina Lasko, marriageLocation, Choteau, Montana]
Generated description
Choteau, Montana is a small rural town in north-central Montana known for its proximity to the Rocky Mountain Front and outdoor recreation opportunities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Choteau, Montana
Target entity description: Choteau, Montana is a small rural town in north-central Montana known for its proximity to the Rocky Mountain Front and outdoor recreation opportunities.
  • A. Libby, Montana
    Libby, Montana is a small northwestern Montana town known for its scenic setting near the Kootenai National Forest and its history of logging and mining.
  • B. Hamilton, Montana
    Hamilton, Montana is a small city in the Bitterroot Valley that serves as the economic and cultural hub of Ravalli County in western Montana.
  • C. Cooke City, Montana
    Cooke City, Montana is a small gateway community in the Rocky Mountains of southern Montana, known as an eastern access point to Yellowstone National Park and a base for outdoor recreation.
  • D. Gardiner, Montana
    Gardiner, Montana is a small gateway town in southwestern Montana that serves as a primary northern entrance to Yellowstone National Park.
  • E. Butte, Montana
    Butte, Montana is a historic mining city in southwestern Montana known for its rich copper-mining heritage and well-preserved Old West character.
  • 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_69bd4410bbf88190aad50d2451c863d6 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6e2444dc819088d5562e90d16d9b completed March 20, 2026, 3:56 p.m.
NED1 Entity disambiguation (via context triple) batch_69be6fbf3e74819099910475bbd18734 completed March 21, 2026, 10:15 a.m.
NEDg Description generation batch_69be735ea2cc819085c221b7230db63d completed March 21, 2026, 10:30 a.m.
NED2 Entity disambiguation (via description) batch_69be73b237388190b3502e64e185a26e completed March 21, 2026, 10:32 a.m.
Created at: March 20, 2026, 1:28 p.m.