Triple

T9863741
Position Surface form Disambiguated ID Type / Status
Subject Buffalo, Wyoming E239778 entity
Predicate hasNearbyAttraction P2064 FINISHED
Object Bighorn National Forest
Bighorn National Forest is a protected wilderness area in northern Wyoming known for its rugged mountains, forests, wildlife, and extensive outdoor recreation opportunities.
 E843016 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: Bighorn National Forest | Statement: [Buffalo, Wyoming, hasNearbyAttraction, Bighorn National Forest]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bighorn National Forest
Context triple: [Buffalo, Wyoming, hasNearbyAttraction, Bighorn 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. Custer National Forest
    Custer National Forest is a U.S. national forest in Montana and South Dakota known for its rugged mountains, diverse wildlife, and extensive recreational opportunities.
  • C. 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.
  • D. Shoshone National Forest
    Shoshone National Forest is a vast, mountainous national forest in northwestern Wyoming known for its rugged wilderness, wildlife habitat, and proximity to Yellowstone National Park.
  • E. 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.
  • 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: Bighorn National Forest
Triple: [Buffalo, Wyoming, hasNearbyAttraction, Bighorn National Forest]
Generated description
Bighorn National Forest is a protected wilderness area in northern Wyoming known for its rugged mountains, forests, wildlife, and extensive outdoor recreation opportunities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bighorn National Forest
Target entity description: Bighorn National Forest is a protected wilderness area in northern Wyoming known for its rugged mountains, forests, wildlife, and extensive outdoor recreation opportunities.
  • 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. Custer National Forest
    Custer National Forest is a U.S. national forest in Montana and South Dakota known for its rugged mountains, diverse wildlife, and extensive recreational opportunities.
  • C. 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.
  • D. Shoshone National Forest
    Shoshone National Forest is a vast, mountainous national forest in northwestern Wyoming known for its rugged wilderness, wildlife habitat, and proximity to Yellowstone National Park.
  • E. 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.
  • 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_69ca84e7506c819095cbde4ff16512bb completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cdb3b927d08190a45ff68de3954e8f completed April 2, 2026, 12:09 a.m.
NED1 Entity disambiguation (via context triple) batch_69d2cb4b301c8190907d5e31ca7bb228 completed April 5, 2026, 8:51 p.m.
NEDg Description generation batch_69d2cd242ed8819097895cb15cbb5d47 completed April 5, 2026, 8:59 p.m.
NED2 Entity disambiguation (via description) batch_69d2d1204f008190a9349c071c1e8d19 completed April 5, 2026, 9:16 p.m.
Created at: March 30, 2026, 8:35 p.m.