Triple

T14758198
Position Surface form Disambiguated ID Type / Status
Subject Langlade County, Wisconsin E346785 entity
Predicate hasProtectedArea P855 FINISHED
Object Chequamegon-Nicolet National Forest (part) E519236 NE FINISHED

How this triple was built (2 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: Chequamegon-Nicolet National Forest (part) | Statement: [Langlade County, Wisconsin, hasProtectedArea, Chequamegon-Nicolet National Forest (part)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Chequamegon-Nicolet National Forest (part)
Context triple: [Langlade County, Wisconsin, hasProtectedArea, Chequamegon-Nicolet National Forest (part)]
  • A. Chequamegon-Nicolet National Forest chosen
    Chequamegon-Nicolet National Forest is a large federally managed forest in northern Wisconsin known for its extensive woodlands, lakes, and recreational opportunities such as hiking, camping, and wildlife viewing.
  • B. 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.
  • C. Huron-Manistee National Forests
    Huron-Manistee National Forests is a large system of federally managed woodlands, rivers, and recreational areas in Michigan’s Lower Peninsula known for its diverse wildlife, extensive trails, and popular outdoor activities like fishing, camping, and canoeing.
  • D. 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.
  • E. Huron National Forest
    Huron National Forest is a federally managed forest in Michigan known for its extensive woodlands, rivers, and recreational opportunities such as hiking, camping, and fishing.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69d822e8896c819091169882f9b20486 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69dec7f0f5a48190af008352c26574d7 completed April 14, 2026, 11:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69fe0ced0e2c8190a13e3b43e4d35560 completed May 8, 2026, 4:18 p.m.
Created at: April 10, 2026, 1:30 a.m.