Triple

T5966319
Position Surface form Disambiguated ID Type / Status
Subject Black Hills E132760 entity
Predicate hasNationalForest P11107 FINISHED
Object Black Hills National Forest
Black Hills National Forest is a protected forested area in western South Dakota and northeastern Wyoming known for its rugged pine-covered mountains, scenic drives, and abundant outdoor recreation opportunities.
 E653745 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: Black Hills National Forest | Statement: [Black Hills, hasNationalForest, Black Hills National Forest]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Black Hills National Forest
Context triple: [Black Hills, hasNationalForest, Black Hills National Forest]
  • A. White River National Forest
    White River National Forest is a vast U.S. national forest in central Colorado known for its Rocky Mountain landscapes, extensive recreation opportunities, and popular ski areas.
  • B. 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.
  • C. Lincoln National Forest
    Lincoln National Forest is a U.S. national forest in southern New Mexico known for its mountainous landscapes, diverse wildlife, and outdoor recreation opportunities such as hiking and camping.
  • D. Helena National Forest
    Helena National Forest is a protected wilderness area in west-central Montana known for its mountainous landscapes, forests, and extensive opportunities for outdoor recreation such as hiking, camping, and wildlife viewing.
  • E. Santa Fe National Forest
    Santa Fe National Forest is a large protected area in northern New Mexico known for its diverse mountain landscapes, forests, and extensive recreational opportunities such as hiking, camping, and skiing.
  • 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: Black Hills National Forest
Triple: [Black Hills, hasNationalForest, Black Hills National Forest]
Generated description
Black Hills National Forest is a protected forested area in western South Dakota and northeastern Wyoming known for its rugged pine-covered mountains, scenic drives, and abundant outdoor recreation opportunities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Black Hills National Forest
Target entity description: Black Hills National Forest is a protected forested area in western South Dakota and northeastern Wyoming known for its rugged pine-covered mountains, scenic drives, and abundant outdoor recreation opportunities.
  • A. White River National Forest
    White River National Forest is a vast U.S. national forest in central Colorado known for its Rocky Mountain landscapes, extensive recreation opportunities, and popular ski areas.
  • B. 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.
  • C. Lincoln National Forest
    Lincoln National Forest is a U.S. national forest in southern New Mexico known for its mountainous landscapes, diverse wildlife, and outdoor recreation opportunities such as hiking and camping.
  • D. Helena National Forest
    Helena National Forest is a protected wilderness area in west-central Montana known for its mountainous landscapes, forests, and extensive opportunities for outdoor recreation such as hiking, camping, and wildlife viewing.
  • E. Santa Fe National Forest
    Santa Fe National Forest is a large protected area in northern New Mexico known for its diverse mountain landscapes, forests, and extensive recreational opportunities such as hiking, camping, and skiing.
  • 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_69c0086c2364819091e9fe2f58fa2517 completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c03a3e06848190b1d1a191db257a07 completed March 22, 2026, 6:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7daed5d188190b499151e636d206d completed March 28, 2026, 1:43 p.m.
NEDg Description generation batch_69c7dbc1ff0c8190bc7639a74a5d3af3 completed March 28, 2026, 1:46 p.m.
NED2 Entity disambiguation (via description) batch_69c7dc6873a081908ea4e953430ec20b completed March 28, 2026, 1:49 p.m.
Created at: March 22, 2026, 4:03 p.m.