Triple

T5220177
Position Surface form Disambiguated ID Type / Status
Subject Western Montana E117849 entity
Predicate hasNationalForest P11107 FINISHED
Object Beaverhead–Deerlodge National Forest
Beaverhead–Deerlodge National Forest is a vast U.S. national forest in western Montana known for its rugged mountains, extensive wildlife habitat, and diverse recreational opportunities such as hiking, fishing, and camping.
E618548 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: Beaverhead–Deerlodge National Forest | Statement: [Western Montana, hasNationalForest, Beaverhead–Deerlodge National Forest]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Beaverhead–Deerlodge National Forest
Context triple: [Western Montana, hasNationalForest, Beaverhead–Deerlodge National Forest]
  • A. Bridger–Teton National Forest
    Bridger–Teton National Forest is a vast U.S. national forest in western Wyoming known for its rugged mountains, extensive wilderness areas, and abundant wildlife adjacent to Grand Teton and Yellowstone National Parks.
  • B. Flathead National Forest
    Flathead National Forest is a vast protected wilderness area in the Rocky Mountains of northwestern Montana, known for its rugged peaks, dense forests, abundant wildlife, and proximity to Glacier National Park.
  • C. Bitterroot National Forest
    Bitterroot National Forest is a vast protected area of rugged mountains, forests, and wilderness along the Montana–Idaho border, renowned for its outdoor recreation and scenic beauty.
  • D. Arapaho National Forest
    Arapaho National Forest is a protected U.S. national forest in north-central Colorado known for its alpine landscapes, extensive hiking and skiing opportunities, and proximity to the Rocky Mountain National Park region.
  • E. Gunnison National Forest
    Gunnison National Forest is a vast protected area in western Colorado known for its rugged Rocky Mountain landscapes, extensive forests, and opportunities for outdoor recreation such as hiking, camping, and fishing.
  • 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: Beaverhead–Deerlodge National Forest
Triple: [Western Montana, hasNationalForest, Beaverhead–Deerlodge National Forest]
Generated description
Beaverhead–Deerlodge National Forest is a vast U.S. national forest in western Montana known for its rugged mountains, extensive wildlife habitat, and diverse recreational opportunities such as hiking, fishing, and camping.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Beaverhead–Deerlodge National Forest
Target entity description: Beaverhead–Deerlodge National Forest is a vast U.S. national forest in western Montana known for its rugged mountains, extensive wildlife habitat, and diverse recreational opportunities such as hiking, fishing, and camping.
  • A. Bridger–Teton National Forest
    Bridger–Teton National Forest is a vast U.S. national forest in western Wyoming known for its rugged mountains, extensive wilderness areas, and abundant wildlife adjacent to Grand Teton and Yellowstone National Parks.
  • B. Flathead National Forest
    Flathead National Forest is a vast protected wilderness area in the Rocky Mountains of northwestern Montana, known for its rugged peaks, dense forests, abundant wildlife, and proximity to Glacier National Park.
  • C. Bitterroot National Forest
    Bitterroot National Forest is a vast protected area of rugged mountains, forests, and wilderness along the Montana–Idaho border, renowned for its outdoor recreation and scenic beauty.
  • D. Arapaho National Forest
    Arapaho National Forest is a protected U.S. national forest in north-central Colorado known for its alpine landscapes, extensive hiking and skiing opportunities, and proximity to the Rocky Mountain National Park region.
  • E. Gunnison National Forest
    Gunnison National Forest is a vast protected area in western Colorado known for its rugged Rocky Mountain landscapes, extensive forests, and opportunities for outdoor recreation such as hiking, camping, and fishing.
  • 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_69bd4465e03081909bfcfd7113062590 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd7ab846548190bcd2c5cd238f6cd9 completed March 20, 2026, 4:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69c712687f408190ac948dcc990e8e08 completed March 27, 2026, 11:27 p.m.
NEDg Description generation batch_69c7132017a881909a8f4a8d4635d53f completed March 27, 2026, 11:30 p.m.
NED2 Entity disambiguation (via description) batch_69c715cc0c9c8190aae641eaffa5bd7b completed March 27, 2026, 11:42 p.m.
Created at: March 20, 2026, 1:48 p.m.