Triple

T21289341
Position Surface form Disambiguated ID Type / Status
Subject Big Hole River E524743 entity
Predicate recreationManagedBy P43043 FINISHED
Object Montana Fish, Wildlife & Parks
Montana Fish, Wildlife & Parks is the state agency responsible for managing Montana’s fish, wildlife, and outdoor recreation resources, including parks, rivers, and public lands.
 E87375 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: Montana Fish, Wildlife & Parks | Statement: [Big Hole River, recreationManagedBy, Montana Fish, Wildlife & Parks]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Montana Fish, Wildlife & Parks
Context triple: [Big Hole River, recreationManagedBy, Montana Fish, Wildlife & Parks]
  • A. Fish and Game Commission of Montana
    The Fish and Game Commission of Montana is a state agency responsible for managing and regulating Montana’s wildlife, fish resources, and related recreational activities.
  • B. Montana Department of Natural Resources and Conservation
    The Montana Department of Natural Resources and Conservation is the state agency responsible for managing Montana’s natural resources, including water, forests, and state trust lands, to support sustainable use and conservation.
  • C. Idaho Department of Fish and Game
    The Idaho Department of Fish and Game is the state agency responsible for managing Idaho’s wildlife resources, including conservation, hunting and fishing regulations, and habitat stewardship.
  • D. South Dakota Department of Game, Fish and Parks
    The South Dakota Department of Game, Fish and Parks is the state agency responsible for managing South Dakota’s parks, wildlife, and outdoor recreation resources.
  • E. Colorado Parks and Wildlife
    Colorado Parks and Wildlife is the state agency responsible for managing Colorado’s wildlife, state parks, and outdoor recreation resources.
  • 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: Montana Fish, Wildlife & Parks
Triple: [Big Hole River, recreationManagedBy, Montana Fish, Wildlife & Parks]
Generated description
Montana Fish, Wildlife & Parks is the state agency responsible for managing Montana’s fish, wildlife, and outdoor recreation resources, including parks, rivers, and public lands.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Montana Fish, Wildlife & Parks
Target entity description: Montana Fish, Wildlife & Parks is the state agency responsible for managing Montana’s fish, wildlife, and outdoor recreation resources, including parks, rivers, and public lands.
  • A. Fish and Game Commission of Montana chosen
    The Fish and Game Commission of Montana is a state agency responsible for managing and regulating Montana’s wildlife, fish resources, and related recreational activities.
  • B. Montana Department of Natural Resources and Conservation
    The Montana Department of Natural Resources and Conservation is the state agency responsible for managing Montana’s natural resources, including water, forests, and state trust lands, to support sustainable use and conservation.
  • C. Idaho Department of Fish and Game
    The Idaho Department of Fish and Game is the state agency responsible for managing Idaho’s wildlife resources, including conservation, hunting and fishing regulations, and habitat stewardship.
  • D. South Dakota Department of Game, Fish and Parks
    The South Dakota Department of Game, Fish and Parks is the state agency responsible for managing South Dakota’s parks, wildlife, and outdoor recreation resources.
  • E. Colorado Parks and Wildlife
    Colorado Parks and Wildlife is the state agency responsible for managing Colorado’s wildlife, state parks, and outdoor recreation resources.
  • 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_69e0b5171f6c8190a5d57201ede73811 completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e736d882408190a2300327cb73b7f6 completed April 21, 2026, 8:35 a.m.
NED1 Entity disambiguation (via context triple) batch_6a09980c3fbc8190aefe065a0d6cd8b5 completed May 17, 2026, 10:27 a.m.
NEDg Description generation batch_6a0998a3326481908a4dfddfb7b2ecd9 completed May 17, 2026, 10:29 a.m.
NED2 Entity disambiguation (via description) batch_6a09996c8d7c81908cc9874f6e1a3fff completed May 17, 2026, 10:33 a.m.
Created at: April 16, 2026, 4:03 p.m.