Triple

T5214099
Position Surface form Disambiguated ID Type / Status
Subject Northern Minnesota E117705 entity
Predicate contains P35 FINISHED
Object Chippewa National Forest
Chippewa National Forest is a large U.S. national forest known for its extensive lakes, wetlands, and mixed hardwood–conifer forests that provide habitat for diverse wildlife in northern Minnesota.
 E503606 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: Chippewa National Forest | Statement: [Northern Minnesota, contains, Chippewa National Forest]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Chippewa National Forest
Context triple: [Northern Minnesota, contains, Chippewa National Forest]
  • A. Hiawatha National Forest
    Hiawatha National Forest is a large U.S. National Forest in Michigan’s Upper Peninsula known for its extensive woodlands, inland lakes, and Lake Superior and Lake Michigan shorelines.
  • B. Pike National Forest
    Pike National Forest is a large U.S. national forest in central Colorado known for its mountainous terrain, extensive recreation opportunities, and proximity to Pikes Peak.
  • C. Ottawa National Forest
    Ottawa National Forest is a vast federally managed woodland in Michigan’s Upper Peninsula known for its lakes, rivers, waterfalls, and extensive outdoor recreation opportunities.
  • D. Cleveland National Forest
    Cleveland National Forest is a protected expanse of mountainous chaparral and forested land in Southern California known for its hiking, camping, and scenic wilderness.
  • E. Six Rivers National Forest
    Six Rivers National Forest is a vast, rugged national forest in northwestern California known for its dense conifer forests, wild rivers, and diverse mountain landscapes.
  • 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: Chippewa National Forest
Triple: [Northern Minnesota, contains, Chippewa National Forest]
Generated description
Chippewa National Forest is a large U.S. national forest known for its extensive lakes, wetlands, and mixed hardwood–conifer forests that provide habitat for diverse wildlife in northern Minnesota.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Chippewa National Forest
Target entity description: Chippewa National Forest is a large U.S. national forest known for its extensive lakes, wetlands, and mixed hardwood–conifer forests that provide habitat for diverse wildlife in northern Minnesota.
  • A. Hiawatha National Forest
    Hiawatha National Forest is a large U.S. National Forest in Michigan’s Upper Peninsula known for its extensive woodlands, inland lakes, and Lake Superior and Lake Michigan shorelines.
  • B. Pike National Forest
    Pike National Forest is a large U.S. national forest in central Colorado known for its mountainous terrain, extensive recreation opportunities, and proximity to Pikes Peak.
  • C. Ottawa National Forest
    Ottawa National Forest is a vast federally managed woodland in Michigan’s Upper Peninsula known for its lakes, rivers, waterfalls, and extensive outdoor recreation opportunities.
  • D. Cleveland National Forest
    Cleveland National Forest is a protected expanse of mountainous chaparral and forested land in Southern California known for its hiking, camping, and scenic wilderness.
  • E. Six Rivers National Forest
    Six Rivers National Forest is a vast, rugged national forest in northwestern California known for its dense conifer forests, wild rivers, and diverse mountain landscapes.
  • 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_69bd4464ba3c8190bc16b2ebbe42ddb0 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd7a911d40819086621537274dc0f0 completed March 20, 2026, 4:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69beefe325988190b35e3502f147c9c2 completed March 21, 2026, 7:22 p.m.
NEDg Description generation batch_69bef0b1fe9c8190bfc1be621c7c1c76 completed March 21, 2026, 7:25 p.m.
NED2 Entity disambiguation (via description) batch_69bef16739148190b9700228be7d07f9 completed March 21, 2026, 7:28 p.m.
Created at: March 20, 2026, 1:47 p.m.