Triple

T2757955
Position Surface form Disambiguated ID Type / Status
Subject Lawton E61150 entity
Predicate locatedNear P294 FINISHED
Object Wichita Mountains Wildlife Refuge
Wichita Mountains Wildlife Refuge is a protected natural area in southwestern Oklahoma known for its rugged granite peaks, mixed-grass prairie, and free-ranging herds of bison and longhorn cattle.
 E294436 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: Wichita Mountains Wildlife Refuge | Statement: [Lawton, locatedNear, Wichita Mountains Wildlife Refuge]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Wichita Mountains Wildlife Refuge
Context triple: [Lawton, locatedNear, Wichita Mountains Wildlife Refuge]
  • A. Comanche National Grassland
    Comanche National Grassland is a vast protected prairie landscape in southeastern Colorado known for its shortgrass plains, canyons, dinosaur tracksites, and rich wildlife habitat.
  • B. Bosque del Apache National Wildlife Refuge
    Bosque del Apache National Wildlife Refuge is a renowned birdwatching and wildlife sanctuary in central New Mexico, famous for its large seasonal populations of sandhill cranes and snow geese.
  • C. Pecos Wilderness
    Pecos Wilderness is a protected high-mountain backcountry area in northern New Mexico known for its rugged peaks, alpine lakes, and extensive hiking and backpacking opportunities.
  • D. Cuatrociénegas Flora and Fauna Protection Area
    Cuatrociénegas Flora and Fauna Protection Area is a biologically rich protected reserve in northern Mexico, renowned for its unique desert wetlands, endemic species, and distinctive aquatic ecosystems.
  • E. Big Bend National Park
    Big Bend National Park is a vast, remote U.S. national park in southwest Texas known for its dramatic desert landscapes, rugged mountains, and Rio Grande canyons within the Chihuahuan Desert.
  • 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: Wichita Mountains Wildlife Refuge
Triple: [Lawton, locatedNear, Wichita Mountains Wildlife Refuge]
Generated description
Wichita Mountains Wildlife Refuge is a protected natural area in southwestern Oklahoma known for its rugged granite peaks, mixed-grass prairie, and free-ranging herds of bison and longhorn cattle.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Wichita Mountains Wildlife Refuge
Target entity description: Wichita Mountains Wildlife Refuge is a protected natural area in southwestern Oklahoma known for its rugged granite peaks, mixed-grass prairie, and free-ranging herds of bison and longhorn cattle.
  • A. Comanche National Grassland
    Comanche National Grassland is a vast protected prairie landscape in southeastern Colorado known for its shortgrass plains, canyons, dinosaur tracksites, and rich wildlife habitat.
  • B. Bosque del Apache National Wildlife Refuge
    Bosque del Apache National Wildlife Refuge is a renowned birdwatching and wildlife sanctuary in central New Mexico, famous for its large seasonal populations of sandhill cranes and snow geese.
  • C. Pecos Wilderness
    Pecos Wilderness is a protected high-mountain backcountry area in northern New Mexico known for its rugged peaks, alpine lakes, and extensive hiking and backpacking opportunities.
  • D. Cuatrociénegas Flora and Fauna Protection Area
    Cuatrociénegas Flora and Fauna Protection Area is a biologically rich protected reserve in northern Mexico, renowned for its unique desert wetlands, endemic species, and distinctive aquatic ecosystems.
  • E. Big Bend National Park
    Big Bend National Park is a vast, remote U.S. national park in southwest Texas known for its dramatic desert landscapes, rugged mountains, and Rio Grande canyons within the Chihuahuan Desert.
  • 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_69ab4b7a85bc819094a349b84beb1f2c completed March 6, 2026, 9:47 p.m.
NER Named-entity recognition batch_69abdb8ba4688190b401b6eb5b734ac6 completed March 7, 2026, 8:02 a.m.
NED1 Entity disambiguation (via context triple) batch_69afbbdf650c8190baa020143b51f94b completed March 10, 2026, 6:36 a.m.
NEDg Description generation batch_69afbc68a4148190b8c41af64bfacd64 completed March 10, 2026, 6:38 a.m.
NED2 Entity disambiguation (via description) batch_69afbd03744081908c79e88c3189467c completed March 10, 2026, 6:41 a.m.
Created at: March 6, 2026, 9:57 p.m.