Triple

T13082494
Position Surface form Disambiguated ID Type / Status
Subject Fergus Falls, Minnesota E310242 entity
Predicate hasAttraction P105 FINISHED
Object Prairie Wetlands Learning Center
Prairie Wetlands Learning Center is an environmental education facility and nature preserve dedicated to studying and experiencing prairie pothole wetlands and wildlife in western Minnesota.
E1019681 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: Prairie Wetlands Learning Center | Statement: [Fergus Falls, Minnesota, hasAttraction, Prairie Wetlands Learning Center]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Prairie Wetlands Learning Center
Context triple: [Fergus Falls, Minnesota, hasAttraction, Prairie Wetlands Learning Center]
  • A. Smith and Bybee Wetlands Natural Area
    Smith and Bybee Wetlands Natural Area is a large urban wildlife refuge in Portland, Oregon, known for its wetlands, birdwatching, and outdoor recreation opportunities.
  • B. Washington Wetland Centre
    Washington Wetland Centre is a wildlife reserve and visitor attraction in Washington, Tyne and Wear, known for its wetland habitats, birdlife, and conservation activities.
  • C. Konza Prairie Biological Station
    Konza Prairie Biological Station is a tallgrass prairie research and education preserve in the Flint Hills of northeastern Kansas, known for long-term ecological studies and conservation of native grassland ecosystems.
  • D. Midewin National Tallgrass Prairie
    Midewin National Tallgrass Prairie is a large restored tallgrass prairie and protected natural area in northeastern Illinois managed by the U.S. Forest Service for conservation, recreation, and habitat preservation.
  • E. Fernhill Wetlands
    Fernhill Wetlands is a renowned wildlife and bird-watching area in western Oregon featuring restored wetlands, walking trails, and rich habitat for migratory waterfowl and other species.
  • 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: Prairie Wetlands Learning Center
Triple: [Fergus Falls, Minnesota, hasAttraction, Prairie Wetlands Learning Center]
Generated description
Prairie Wetlands Learning Center is an environmental education facility and nature preserve dedicated to studying and experiencing prairie pothole wetlands and wildlife in western Minnesota.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Prairie Wetlands Learning Center
Target entity description: Prairie Wetlands Learning Center is an environmental education facility and nature preserve dedicated to studying and experiencing prairie pothole wetlands and wildlife in western Minnesota.
  • A. Smith and Bybee Wetlands Natural Area
    Smith and Bybee Wetlands Natural Area is a large urban wildlife refuge in Portland, Oregon, known for its wetlands, birdwatching, and outdoor recreation opportunities.
  • B. Washington Wetland Centre
    Washington Wetland Centre is a wildlife reserve and visitor attraction in Washington, Tyne and Wear, known for its wetland habitats, birdlife, and conservation activities.
  • C. Konza Prairie Biological Station
    Konza Prairie Biological Station is a tallgrass prairie research and education preserve in the Flint Hills of northeastern Kansas, known for long-term ecological studies and conservation of native grassland ecosystems.
  • D. Midewin National Tallgrass Prairie
    Midewin National Tallgrass Prairie is a large restored tallgrass prairie and protected natural area in northeastern Illinois managed by the U.S. Forest Service for conservation, recreation, and habitat preservation.
  • E. Fernhill Wetlands
    Fernhill Wetlands is a renowned wildlife and bird-watching area in western Oregon featuring restored wetlands, walking trails, and rich habitat for migratory waterfowl and other species.
  • 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_69d806a733548190989cfd4ce981ca33 completed April 9, 2026, 8:05 p.m.
NER Named-entity recognition batch_69d9811add9881908a92186dab5b6d48 completed April 10, 2026, 11 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6d60e7b48819087e4583a5736c1df completed May 3, 2026, 4:58 a.m.
NEDg Description generation batch_69f6d76cc33c8190ac8113094bcf868b completed May 3, 2026, 5:04 a.m.
NED2 Entity disambiguation (via description) batch_69f6d8013e9481908f5edcce7247212d completed May 3, 2026, 5:07 a.m.
Created at: April 9, 2026, 9:01 p.m.