Triple

T21565627
Position Surface form Disambiguated ID Type / Status
Subject Browning, Montana, United States E532154 entity
Predicate region P40 FINISHED
Object Northern Montana
Northern Montana is a sparsely populated region of the U.S. state of Montana known for its expansive plains, proximity to the Canadian border, and access to Glacier National Park and the Rocky Mountain Front.
E1445770 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: Northern Montana | Statement: [Browning, Montana, United States, region, Northern Montana]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Northern Montana
Context triple: [Browning, Montana, United States, region, Northern Montana]
  • A. western Montana
    Western Montana is a largely rural, mountainous region of the U.S. state of Montana known for its forests, river valleys, and outdoor recreation centered around cities like Missoula and Kalispell.
  • B. north-central Montana
    North-central Montana is a largely rural region of the U.S. state of Montana characterized by expansive plains, agricultural communities, and regional hubs such as Great Falls.
  • C. Eastern Montana
    Eastern Montana is the region in the eastern part of the U.S. state of Montana, characterized by vast plains and river valleys that historically formed part of the traditional lands of the Dakota people.
  • D. Northwestern Montana
    Northwestern Montana is a rugged, sparsely populated region of the U.S. state of Montana known for its mountainous terrain, extensive forests, and proximity to Glacier National Park.
  • E. Central Montana
    Central Montana is a region in the middle of the U.S. state of Montana, characterized by its mix of plains and mountain ranges and serving as a transitional area between the more rugged west and the open prairies of the east.
  • 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: Northern Montana
Triple: [Browning, Montana, United States, region, Northern Montana]
Generated description
Northern Montana is a sparsely populated region of the U.S. state of Montana known for its expansive plains, proximity to the Canadian border, and access to Glacier National Park and the Rocky Mountain Front.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Northern Montana
Target entity description: Northern Montana is a sparsely populated region of the U.S. state of Montana known for its expansive plains, proximity to the Canadian border, and access to Glacier National Park and the Rocky Mountain Front.
  • A. western Montana
    Western Montana is a largely rural, mountainous region of the U.S. state of Montana known for its forests, river valleys, and outdoor recreation centered around cities like Missoula and Kalispell.
  • B. north-central Montana chosen
    North-central Montana is a largely rural region of the U.S. state of Montana characterized by expansive plains, agricultural communities, and regional hubs such as Great Falls.
  • C. Eastern Montana
    Eastern Montana is the region in the eastern part of the U.S. state of Montana, characterized by vast plains and river valleys that historically formed part of the traditional lands of the Dakota people.
  • D. Northwestern Montana
    Northwestern Montana is a rugged, sparsely populated region of the U.S. state of Montana known for its mountainous terrain, extensive forests, and proximity to Glacier National Park.
  • E. Central Montana
    Central Montana is a region in the middle of the U.S. state of Montana, characterized by its mix of plains and mountain ranges and serving as a transitional area between the more rugged west and the open prairies of the east.
  • F. None of above.

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_69e0c460db088190828c64206a450273 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69eed2e777c881908de84493fa939ff3 completed April 27, 2026, 3:07 a.m.
NED1 Entity disambiguation (via context triple) batch_6a09eeef32cc81908e4d6f4aebd3de1a completed May 17, 2026, 4:38 p.m.
NEDg Description generation batch_6a09efd967d481909c9e0bc1c3f18f4a completed May 17, 2026, 4:42 p.m.
NED2 Entity disambiguation (via description) batch_6a09f06905108190b77d5bd95f261f3b completed May 17, 2026, 4:44 p.m.
Created at: April 16, 2026, 6:30 p.m.