Triple

T12255328
Position Surface form Disambiguated ID Type / Status
Subject Iron County, Wisconsin E292084 entity
Predicate hasProtectedArea P855 FINISHED
Object Turtle-Flambeau Scenic Waters Area
Turtle-Flambeau Scenic Waters Area is a large wilderness and recreation region in northern Wisconsin known for its flowage, forests, and opportunities for boating, fishing, and camping.
 E972623 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: Turtle-Flambeau Scenic Waters Area | Statement: [Iron County, Wisconsin, hasProtectedArea, Turtle-Flambeau Scenic Waters Area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Turtle-Flambeau Scenic Waters Area
Context triple: [Iron County, Wisconsin, hasProtectedArea, Turtle-Flambeau Scenic Waters Area]
  • A. Whitewater Preserve
    Whitewater Preserve is a protected natural area in Southern California known for its desert oasis landscape, hiking trails, and wildlife habitat along the Whitewater River.
  • B. Oyhut Wildlife Recreation Area
    Oyhut Wildlife Recreation Area is a coastal protected area in Washington State known for its diverse birdlife, wetlands, and opportunities for wildlife viewing and outdoor recreation.
  • C. McCloud River Preserve
    McCloud River Preserve is a protected natural area in Northern California known for its scenic river landscapes, waterfalls, and opportunities for hiking, fishing, and wildlife viewing.
  • D. Wallis Nature Area
    Wallis Nature Area is a designated natural space within Trent University’s network of protected nature areas, offering habitats for local wildlife and opportunities for outdoor education and recreation.
  • E. Alafia River State Park
    Alafia River State Park is a Florida state park known for its reclaimed phosphate mine landscape, extensive mountain biking trails, and opportunities for hiking, horseback riding, and paddling.
  • 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: Turtle-Flambeau Scenic Waters Area
Triple: [Iron County, Wisconsin, hasProtectedArea, Turtle-Flambeau Scenic Waters Area]
Generated description
Turtle-Flambeau Scenic Waters Area is a large wilderness and recreation region in northern Wisconsin known for its flowage, forests, and opportunities for boating, fishing, and camping.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Turtle-Flambeau Scenic Waters Area
Target entity description: Turtle-Flambeau Scenic Waters Area is a large wilderness and recreation region in northern Wisconsin known for its flowage, forests, and opportunities for boating, fishing, and camping.
  • A. Whitewater Preserve
    Whitewater Preserve is a protected natural area in Southern California known for its desert oasis landscape, hiking trails, and wildlife habitat along the Whitewater River.
  • B. Oyhut Wildlife Recreation Area
    Oyhut Wildlife Recreation Area is a coastal protected area in Washington State known for its diverse birdlife, wetlands, and opportunities for wildlife viewing and outdoor recreation.
  • C. McCloud River Preserve
    McCloud River Preserve is a protected natural area in Northern California known for its scenic river landscapes, waterfalls, and opportunities for hiking, fishing, and wildlife viewing.
  • D. Wallis Nature Area
    Wallis Nature Area is a designated natural space within Trent University’s network of protected nature areas, offering habitats for local wildlife and opportunities for outdoor education and recreation.
  • E. Alafia River State Park
    Alafia River State Park is a Florida state park known for its reclaimed phosphate mine landscape, extensive mountain biking trails, and opportunities for hiking, horseback riding, and paddling.
  • 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_69d6ab67950c8190be08450a06228c4b completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d91cc9dd5081908880061d52351850 completed April 10, 2026, 3:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69f60abdc5988190a19104385f54fb06 completed May 2, 2026, 2:31 p.m.
NEDg Description generation batch_69f60d8456d881908b5647b77fc53780 completed May 2, 2026, 2:43 p.m.
NED2 Entity disambiguation (via description) batch_69f60e2c52b0819094c8e67286235400 completed May 2, 2026, 2:46 p.m.
Created at: April 8, 2026, 9:52 p.m.