Triple

T2864496
Position Surface form Disambiguated ID Type / Status
Subject Tahlequah E63404 entity
Predicate hasNearbyProtectedArea P855 FINISHED
Object Cherokee Wildlife Management Area
Cherokee Wildlife Management Area is a state-managed natural reserve in northeastern Oklahoma known for its diverse wildlife habitats and outdoor recreation opportunities such as hunting, fishing, and hiking.
 E305160 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: Cherokee Wildlife Management Area | Statement: [Tahlequah, hasNearbyProtectedArea, Cherokee Wildlife Management Area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Cherokee Wildlife Management Area
Context triple: [Tahlequah, hasNearbyProtectedArea, Cherokee Wildlife Management Area]
  • A. Choctaw National Wildlife Refuge
    Choctaw National Wildlife Refuge is a federally protected area in southwestern Alabama known for its bottomland hardwood forests, wetlands, and habitat for migratory waterfowl and other wildlife.
  • B. 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.
  • C. Millstone River Wildlife Management Area
    Millstone River Wildlife Management Area is a protected natural habitat and public recreation area along the Millstone River in New Jersey, managed primarily for wildlife conservation, hunting, fishing, and outdoor activities.
  • D. 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.
  • E. Conecuh National Forest
    Conecuh National Forest is a federally managed forest in southern Alabama known for its longleaf pine ecosystems, wetlands, and diverse wildlife habitat.
  • 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: Cherokee Wildlife Management Area
Triple: [Tahlequah, hasNearbyProtectedArea, Cherokee Wildlife Management Area]
Generated description
Cherokee Wildlife Management Area is a state-managed natural reserve in northeastern Oklahoma known for its diverse wildlife habitats and outdoor recreation opportunities such as hunting, fishing, and hiking.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Cherokee Wildlife Management Area
Target entity description: Cherokee Wildlife Management Area is a state-managed natural reserve in northeastern Oklahoma known for its diverse wildlife habitats and outdoor recreation opportunities such as hunting, fishing, and hiking.
  • A. Choctaw National Wildlife Refuge
    Choctaw National Wildlife Refuge is a federally protected area in southwestern Alabama known for its bottomland hardwood forests, wetlands, and habitat for migratory waterfowl and other wildlife.
  • B. 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.
  • C. Millstone River Wildlife Management Area
    Millstone River Wildlife Management Area is a protected natural habitat and public recreation area along the Millstone River in New Jersey, managed primarily for wildlife conservation, hunting, fishing, and outdoor activities.
  • D. 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.
  • E. Conecuh National Forest
    Conecuh National Forest is a federally managed forest in southern Alabama known for its longleaf pine ecosystems, wetlands, and diverse wildlife habitat.
  • 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_69ab4c42fb8c8190b36e161d47c03b81 completed March 6, 2026, 9:50 p.m.
NER Named-entity recognition batch_69abdfb853908190aa2fd492e9fa5e87 completed March 7, 2026, 8:20 a.m.
NED1 Entity disambiguation (via context triple) batch_69b01da458ec8190ae07237d7e23b302 completed March 10, 2026, 1:33 p.m.
NEDg Description generation batch_69b01e45f6e481908665e0961c3a3778 completed March 10, 2026, 1:36 p.m.
NED2 Entity disambiguation (via description) batch_69b0224832108190be252c0245d588d2 completed March 10, 2026, 1:53 p.m.
Created at: March 6, 2026, 10:02 p.m.