Triple

T17898000
Position Surface form Disambiguated ID Type / Status
Subject Eastern Montana E447484 entity
Predicate borders P224 FINISHED
Object 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.
E1295343 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: Central Montana | Statement: [Eastern Montana, borders, Central Montana]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Central Montana
Context triple: [Eastern Montana, borders, Central Montana]
  • A. south-central Montana
    South-central Montana is a region of the U.S. state of Montana characterized by its mix of plains and mountain landscapes, including parts of the Yellowstone River valley and several Native American reservations.
  • B. 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.
  • C. southwestern Montana
    Southwestern Montana is a region of Montana known for its mountainous landscapes, outdoor recreation, and communities such as Bozeman.
  • D. 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.
  • E. Wyoming–Montana region
    The Wyoming–Montana region is an area in the northwestern United States where the states of Wyoming and Montana meet, encompassing parts of the Rocky Mountains, Yellowstone ecosystem, and several major river systems.
  • 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: Central Montana
Triple: [Eastern Montana, borders, Central Montana]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Central Montana
Target entity description: 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.
  • A. south-central Montana
    South-central Montana is a region of the U.S. state of Montana characterized by its mix of plains and mountain landscapes, including parts of the Yellowstone River valley and several Native American reservations.
  • B. 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.
  • C. southwestern Montana
    Southwestern Montana is a region of Montana known for its mountainous landscapes, outdoor recreation, and communities such as Bozeman.
  • D. 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.
  • E. Wyoming–Montana region
    The Wyoming–Montana region is an area in the northwestern United States where the states of Wyoming and Montana meet, encompassing parts of the Rocky Mountains, Yellowstone ecosystem, and several major river systems.
  • 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_69d8b9f59bd48190a6fc925a855b8bac completed April 10, 2026, 8:51 a.m.
NER Named-entity recognition batch_69e49d8122b481909992356f3f575858 completed April 19, 2026, 9:16 a.m.
NED1 Entity disambiguation (via context triple) batch_6a031b267d4081908d9d32b6e27772a1 completed May 12, 2026, 12:20 p.m.
NEDg Description generation batch_6a031c78ca108190ae678979ed85ba55 completed May 12, 2026, 12:26 p.m.
NED2 Entity disambiguation (via description) batch_6a031db7eed88190bc3d4e157be7b5fc completed May 12, 2026, 12:31 p.m.
Created at: April 10, 2026, 10:19 a.m.