Triple

T16599268
Position Surface form Disambiguated ID Type / Status
Subject Ravalli County, Montana E403288 entity
Predicate containsTown P847 FINISHED
Object Darby, Montana
Darby, Montana is a small town in the Bitterroot Valley of western Montana known for its scenic mountain surroundings and outdoor recreation opportunities.
E1230862 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: Darby, Montana | Statement: [Ravalli County, Montana, containsTown, Darby, Montana]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Darby, Montana
Context triple: [Ravalli County, Montana, containsTown, Darby, Montana]
  • A. Busby, Montana
    Busby, Montana is a small unincorporated community located within the Northern Cheyenne Indian Reservation in Big Horn County in southeastern Montana.
  • B. 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.
  • C. Birney, Montana
    Birney, Montana is a small unincorporated community located within the Northern Cheyenne Indian Reservation in southeastern Montana.
  • D. Rexford, Montana
    Rexford, Montana is a small town in northwestern Montana known for its proximity to Lake Koocanusa and outdoor recreation opportunities such as boating, fishing, and camping.
  • E. Glendive, Montana
    Glendive, Montana is a small city in eastern Montana that serves as a regional hub for agriculture, transportation, and access to nearby badlands and outdoor recreation areas.
  • 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: Darby, Montana
Triple: [Ravalli County, Montana, containsTown, Darby, Montana]
Generated description
Darby, Montana is a small town in the Bitterroot Valley of western Montana known for its scenic mountain surroundings and outdoor recreation opportunities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Darby, Montana
Target entity description: Darby, Montana is a small town in the Bitterroot Valley of western Montana known for its scenic mountain surroundings and outdoor recreation opportunities.
  • A. Busby, Montana
    Busby, Montana is a small unincorporated community located within the Northern Cheyenne Indian Reservation in Big Horn County in southeastern Montana.
  • B. 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.
  • C. Birney, Montana
    Birney, Montana is a small unincorporated community located within the Northern Cheyenne Indian Reservation in southeastern Montana.
  • D. Rexford, Montana
    Rexford, Montana is a small town in northwestern Montana known for its proximity to Lake Koocanusa and outdoor recreation opportunities such as boating, fishing, and camping.
  • E. Glendive, Montana
    Glendive, Montana is a small city in eastern Montana that serves as a regional hub for agriculture, transportation, and access to nearby badlands and outdoor recreation areas.
  • 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_69d883880d0c81908b5fcd454e767b60 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e35d74738c81909711654cf38af150 completed April 18, 2026, 10:31 a.m.
NED1 Entity disambiguation (via context triple) batch_6a009d2d802881909abd846cc54f04fc completed May 10, 2026, 2:58 p.m.
NEDg Description generation batch_6a009e5990ac81909d2a990f8101e4bc completed May 10, 2026, 3:03 p.m.
NED2 Entity disambiguation (via description) batch_6a009ef7d13081908ea758cd2cc11995 completed May 10, 2026, 3:06 p.m.
Created at: April 10, 2026, 5:16 a.m.