Triple

T4600573
Position Surface form Disambiguated ID Type / Status
Subject Shoshone, California E100308 entity
Predicate hasNearbyAttraction P2064 FINISHED
Object Shoshone Wetlands
Shoshone Wetlands is a desert oasis and wildlife habitat near Shoshone, California, known for its natural springs, birdwatching, and unique wetland ecosystem in the Mojave Desert.
E174474 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: Shoshone Wetlands | Statement: [Shoshone, California, hasNearbyAttraction, Shoshone Wetlands]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Shoshone Wetlands
Context triple: [Shoshone, California, hasNearbyAttraction, Shoshone Wetlands]
  • A. Umatilla National Wildlife Refuge
    Umatilla National Wildlife Refuge is a protected area along the Columbia River in Oregon and Washington that provides critical habitat for migratory birds, fish, and other wildlife.
  • B. Klamath Marsh National Wildlife Refuge
    Klamath Marsh National Wildlife Refuge is a protected wetland area in south-central Oregon known for its extensive marshes and rich bird and wildlife habitat.
  • C. Upper Klamath National Wildlife Refuge
    Upper Klamath National Wildlife Refuge is a protected wetland and wildlife habitat in southern Oregon known for its extensive marshes and importance to migratory birds along the Pacific Flyway.
  • D. Fish Springs National Wildlife Refuge
    Fish Springs National Wildlife Refuge is a remote wetland sanctuary in Utah’s west desert that provides critical habitat for migratory birds and other wildlife.
  • E. Ash Meadows National Wildlife Refuge
    Ash Meadows National Wildlife Refuge is a protected desert oasis in southern Nevada renowned for its rare endemic species, spring-fed wetlands, and critical habitat for endangered wildlife.
  • 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: Shoshone Wetlands
Triple: [Shoshone, California, hasNearbyAttraction, Shoshone Wetlands]
Generated description
Shoshone Wetlands is a desert oasis and wildlife habitat near Shoshone, California, known for its natural springs, birdwatching, and unique wetland ecosystem in the Mojave Desert.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Shoshone Wetlands
Target entity description: Shoshone Wetlands is a desert oasis and wildlife habitat near Shoshone, California, known for its natural springs, birdwatching, and unique wetland ecosystem in the Mojave Desert.
  • A. Umatilla National Wildlife Refuge
    Umatilla National Wildlife Refuge is a protected area along the Columbia River in Oregon and Washington that provides critical habitat for migratory birds, fish, and other wildlife.
  • B. Klamath Marsh National Wildlife Refuge
    Klamath Marsh National Wildlife Refuge is a protected wetland area in south-central Oregon known for its extensive marshes and rich bird and wildlife habitat.
  • C. Upper Klamath National Wildlife Refuge
    Upper Klamath National Wildlife Refuge is a protected wetland and wildlife habitat in southern Oregon known for its extensive marshes and importance to migratory birds along the Pacific Flyway.
  • D. Fish Springs National Wildlife Refuge
    Fish Springs National Wildlife Refuge is a remote wetland sanctuary in Utah’s west desert that provides critical habitat for migratory birds and other wildlife.
  • E. Ash Meadows National Wildlife Refuge chosen
    Ash Meadows National Wildlife Refuge is a protected desert oasis in southern Nevada renowned for its rare endemic species, spring-fed wetlands, and critical habitat for endangered wildlife.
  • F. None of above.

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_69bd43cbc014819098b45f435908f88a completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd5971f448819090f6e76c7d3ffc2d completed March 20, 2026, 2:28 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdfa5a7aac8190b540b80816d55051 completed March 21, 2026, 1:54 a.m.
NEDg Description generation batch_69bdfb37b1448190a4001b9ed2b79012 completed March 21, 2026, 1:58 a.m.
NED2 Entity disambiguation (via description) batch_69bdfc0e456c81908efa3858d981ccc0 completed March 21, 2026, 2:01 a.m.
Created at: March 20, 2026, 1:11 p.m.