Triple

T1710551
Position Surface form Disambiguated ID Type / Status
Subject Pere Marquette River E36972 entity
Predicate passesThrough P225 FINISHED
Object 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.
E193648 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: Huron-Manistee National Forests | Statement: [Pere Marquette River, passesThrough, Huron-Manistee National Forests]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Huron-Manistee National Forests
Context triple: [Pere Marquette River, passesThrough, Huron-Manistee National Forests]
  • 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. Osceola National Forest
    Osceola National Forest is a protected expanse of pine flatwoods, swamps, and wetlands in northern Florida known for its wildlife, recreation opportunities, and scenic natural landscapes.
  • C. Hoosier National Forest
    Hoosier National Forest is a large federally managed woodland in southern Indiana known for its rolling hills, diverse wildlife, and extensive hiking and recreation opportunities.
  • D. Sleeping Bear Dunes National Lakeshore
    Sleeping Bear Dunes National Lakeshore is a protected stretch of towering sand dunes, forests, and beaches along the northwestern coast of Michigan’s Lower Peninsula, renowned for its scenic vistas and outdoor recreation.
  • E. Pemigewasset Wilderness
    Pemigewasset Wilderness is a large, roadless backcountry area in New Hampshire’s White Mountains known for its rugged peaks, extensive hiking trails, and remote, protected forest 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: Huron-Manistee National Forests
Triple: [Pere Marquette River, passesThrough, Huron-Manistee National Forests]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Huron-Manistee National Forests
Target entity description: 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.
  • 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. Osceola National Forest
    Osceola National Forest is a protected expanse of pine flatwoods, swamps, and wetlands in northern Florida known for its wildlife, recreation opportunities, and scenic natural landscapes.
  • C. Hoosier National Forest
    Hoosier National Forest is a large federally managed woodland in southern Indiana known for its rolling hills, diverse wildlife, and extensive hiking and recreation opportunities.
  • D. Sleeping Bear Dunes National Lakeshore
    Sleeping Bear Dunes National Lakeshore is a protected stretch of towering sand dunes, forests, and beaches along the northwestern coast of Michigan’s Lower Peninsula, renowned for its scenic vistas and outdoor recreation.
  • E. Pemigewasset Wilderness
    Pemigewasset Wilderness is a large, roadless backcountry area in New Hampshire’s White Mountains known for its rugged peaks, extensive hiking trails, and remote, protected forest 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_69a88617439c819094ffb5d16a0f6307 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69aa63149288819082e7055d0d292d1d completed March 6, 2026, 5:16 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad8adb1b588190b93f9d28d27cab72 completed March 8, 2026, 2:42 p.m.
NEDg Description generation batch_69ad957912808190be5b6ed8d3f20535 completed March 8, 2026, 3:27 p.m.
NED2 Entity disambiguation (via description) batch_69ad97accca48190bc43e94337589a5f completed March 8, 2026, 3:37 p.m.
Created at: March 4, 2026, 7:30 p.m.