Triple

T8112512
Position Surface form Disambiguated ID Type / Status
Subject Guthrie County E189388 entity
Predicate hasProtectedArea P855 FINISHED
Object Ledges Wildlife Management Area
Ledges Wildlife Management Area is a protected natural habitat in Guthrie County, Iowa, known for its wildlife conservation, outdoor recreation opportunities, and scenic landscapes.
 E712851 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: Ledges Wildlife Management Area | Statement: [Guthrie County, hasProtectedArea, Ledges Wildlife Management Area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ledges Wildlife Management Area
Context triple: [Guthrie County, hasProtectedArea, Ledges Wildlife Management Area]
  • A. Wildwood Wildlife Management Area
    Wildwood Wildlife Management Area is a public wildlife conservation and recreation area in Saunders County, Nebraska, managed primarily for habitat protection, hunting, and outdoor activities.
  • B. South Branch Wildlife Management Area
    South Branch Wildlife Management Area is a protected public land in West Virginia managed for wildlife conservation and outdoor activities such as hunting, fishing, and nature observation.
  • C. Greenwood Forest Wildlife Management Area
    Greenwood Forest Wildlife Management Area is a protected natural area in New Jersey known for its characteristic Pine Barrens habitat and opportunities for wildlife observation and outdoor recreation.
  • D. Pearl River Wildlife Management Area
    Pearl River Wildlife Management Area is a protected natural area in southern Mississippi known for its diverse wetlands, wildlife habitat, and opportunities for hunting, fishing, and outdoor recreation.
  • E. Pipe Creek Wildlife Area
    Pipe Creek Wildlife Area is a protected natural habitat in Erie County, Ohio, known for its wetlands, wildlife viewing, and outdoor recreation opportunities.
  • 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: Ledges Wildlife Management Area
Triple: [Guthrie County, hasProtectedArea, Ledges Wildlife Management Area]
Generated description
Ledges Wildlife Management Area is a protected natural habitat in Guthrie County, Iowa, known for its wildlife conservation, outdoor recreation opportunities, and scenic landscapes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ledges Wildlife Management Area
Target entity description: Ledges Wildlife Management Area is a protected natural habitat in Guthrie County, Iowa, known for its wildlife conservation, outdoor recreation opportunities, and scenic landscapes.
  • A. Wildwood Wildlife Management Area
    Wildwood Wildlife Management Area is a public wildlife conservation and recreation area in Saunders County, Nebraska, managed primarily for habitat protection, hunting, and outdoor activities.
  • B. South Branch Wildlife Management Area
    South Branch Wildlife Management Area is a protected public land in West Virginia managed for wildlife conservation and outdoor activities such as hunting, fishing, and nature observation.
  • C. Greenwood Forest Wildlife Management Area
    Greenwood Forest Wildlife Management Area is a protected natural area in New Jersey known for its characteristic Pine Barrens habitat and opportunities for wildlife observation and outdoor recreation.
  • D. Pearl River Wildlife Management Area
    Pearl River Wildlife Management Area is a protected natural area in southern Mississippi known for its diverse wetlands, wildlife habitat, and opportunities for hunting, fishing, and outdoor recreation.
  • E. Pipe Creek Wildlife Area
    Pipe Creek Wildlife Area is a protected natural habitat in Erie County, Ohio, known for its wetlands, wildlife viewing, and outdoor recreation opportunities.
  • 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_69ca82baad008190ab2859712b9b1607 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb432d7dfc8190b9c980f32c7b4623 completed March 31, 2026, 3:44 a.m.
NED1 Entity disambiguation (via context triple) batch_69cc9433a5848190aac09a2589061b53 completed April 1, 2026, 3:42 a.m.
NEDg Description generation batch_69cc963fe2f8819098ad6a726e226189 completed April 1, 2026, 3:51 a.m.
NED2 Entity disambiguation (via description) batch_69cc97781c0481909d21293633d111be completed April 1, 2026, 3:56 a.m.
Created at: March 30, 2026, 5:32 p.m.