Triple

T1538121
Position Surface form Disambiguated ID Type / Status
Subject Marquette County, Michigan E32800 entity
Predicate hasProtectedArea P855 FINISHED
Object Hiawatha National Forest (part)
Hiawatha National Forest (part) is a section of a large U.S. national forest in Michigan’s Upper Peninsula known for its lakes, rivers, and extensive outdoor recreation opportunities.
 E173913 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: Hiawatha National Forest (part) | Statement: [Marquette County, Michigan, hasProtectedArea, Hiawatha National Forest (part)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hiawatha National Forest (part)
Context triple: [Marquette County, Michigan, hasProtectedArea, Hiawatha National Forest (part)]
  • A. Osceola National Forest (part)
    Osceola National Forest (part) is a section of a federally managed pine flatwoods and wetland forest in northern Florida known for its wildlife habitat and outdoor recreation opportunities.
  • B. Hiawatha National Forest vicinity (regional context)
    Hiawatha National Forest vicinity (regional context) refers to the broader area in Michigan’s Upper Peninsula surrounding Hiawatha National Forest, characterized by extensive woodlands, rivers, lakes, and outdoor recreation opportunities.
  • C. Cleveland National Forest (part)
    Cleveland National Forest (part) is a section of a large Southern California national forest known for its rugged chaparral-covered mountains, canyons, and recreational opportunities such as hiking and camping.
  • D. Finger Lakes National Forest
    Finger Lakes National Forest is a federally managed woodland and grassland area in upstate New York known for its hiking trails, scenic gorges, and diverse wildlife habitat.
  • E. Argonne Forest
    Argonne Forest is a wooded region in northeastern France that was a major World War I battlefield, particularly known for the Meuse-Argonne Offensive.
  • 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: Hiawatha National Forest (part)
Triple: [Marquette County, Michigan, hasProtectedArea, Hiawatha National Forest (part)]
Generated description
Hiawatha National Forest (part) is a section of a large U.S. national forest in Michigan’s Upper Peninsula known for its lakes, rivers, and extensive outdoor recreation opportunities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hiawatha National Forest (part)
Target entity description: Hiawatha National Forest (part) is a section of a large U.S. national forest in Michigan’s Upper Peninsula known for its lakes, rivers, and extensive outdoor recreation opportunities.
  • A. Osceola National Forest (part)
    Osceola National Forest (part) is a section of a federally managed pine flatwoods and wetland forest in northern Florida known for its wildlife habitat and outdoor recreation opportunities.
  • B. Hiawatha National Forest vicinity (regional context) chosen
    Hiawatha National Forest vicinity (regional context) refers to the broader area in Michigan’s Upper Peninsula surrounding Hiawatha National Forest, characterized by extensive woodlands, rivers, lakes, and outdoor recreation opportunities.
  • C. Cleveland National Forest (part)
    Cleveland National Forest (part) is a section of a large Southern California national forest known for its rugged chaparral-covered mountains, canyons, and recreational opportunities such as hiking and camping.
  • D. Finger Lakes National Forest
    Finger Lakes National Forest is a federally managed woodland and grassland area in upstate New York known for its hiking trails, scenic gorges, and diverse wildlife habitat.
  • E. Argonne Forest
    Argonne Forest is a wooded region in northeastern France that was a major World War I battlefield, particularly known for the Meuse-Argonne Offensive.
  • 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_69a885ed29088190a3c2d5a3d100c16e completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a9082af6d88190b63a187ef516bb21 completed March 5, 2026, 4:35 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad309714c4819090b995198d497ea2 completed March 8, 2026, 8:17 a.m.
NEDg Description generation batch_69ad31167b748190bbb73d7369570ada completed March 8, 2026, 8:19 a.m.
NED2 Entity disambiguation (via description) batch_69ad31b5ce308190ba34123a4c8b8188 completed March 8, 2026, 8:22 a.m.
Created at: March 4, 2026, 7:26 p.m.