Triple

T5858684
Position Surface form Disambiguated ID Type / Status
Subject Mojave and Colorado Deserts Biosphere Reserve E130219 entity
Predicate contains P35 FINISHED
Object Coachella Valley National Wildlife Refuge
Coachella Valley National Wildlife Refuge is a protected desert habitat in Southern California known for safeguarding the endangered Coachella Valley fringe-toed lizard and its unique sand dune ecosystem.
E550291 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: Coachella Valley National Wildlife Refuge | Statement: [Mojave and Colorado Deserts Biosphere Reserve, contains, Coachella Valley National Wildlife Refuge]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Coachella Valley National Wildlife Refuge
Context triple: [Mojave and Colorado Deserts Biosphere Reserve, contains, Coachella Valley National Wildlife Refuge]
  • A. 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.
  • B. Desert National Wildlife Refuge
    Desert National Wildlife Refuge is a vast protected area in southern Nevada known for its rugged desert landscapes and critical habitat for desert bighorn sheep and other Mojave Desert wildlife.
  • C. 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.
  • D. Merced National Wildlife Refuge
    Merced National Wildlife Refuge is a protected wetland and grassland area in California’s Central Valley known for providing critical wintering habitat for large populations of migratory waterfowl and other wildlife.
  • E. Guadalupe-Nipomo Dunes National Wildlife Refuge
    Guadalupe-Nipomo Dunes National Wildlife Refuge is a protected coastal habitat in California known for its extensive dune ecosystems, diverse wildlife, and conservation of rare and endangered 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: Coachella Valley National Wildlife Refuge
Triple: [Mojave and Colorado Deserts Biosphere Reserve, contains, Coachella Valley National Wildlife Refuge]
Generated description
Coachella Valley National Wildlife Refuge is a protected desert habitat in Southern California known for safeguarding the endangered Coachella Valley fringe-toed lizard and its unique sand dune ecosystem.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Coachella Valley National Wildlife Refuge
Target entity description: Coachella Valley National Wildlife Refuge is a protected desert habitat in Southern California known for safeguarding the endangered Coachella Valley fringe-toed lizard and its unique sand dune ecosystem.
  • A. 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.
  • B. Desert National Wildlife Refuge
    Desert National Wildlife Refuge is a vast protected area in southern Nevada known for its rugged desert landscapes and critical habitat for desert bighorn sheep and other Mojave Desert wildlife.
  • C. 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.
  • D. Merced National Wildlife Refuge
    Merced National Wildlife Refuge is a protected wetland and grassland area in California’s Central Valley known for providing critical wintering habitat for large populations of migratory waterfowl and other wildlife.
  • E. Guadalupe-Nipomo Dunes National Wildlife Refuge
    Guadalupe-Nipomo Dunes National Wildlife Refuge is a protected coastal habitat in California known for its extensive dune ecosystems, diverse wildlife, and conservation of rare and endangered 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_69c0084f3bb08190a7720f55f7aa4252 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c0358654e48190908e7390a0164726 completed March 22, 2026, 6:31 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0a1c3a69881908ffeee1ddbeb8618 completed March 23, 2026, 2:13 a.m.
NEDg Description generation batch_69c0a258fa208190a06b457e7856c338 completed March 23, 2026, 2:15 a.m.
NED2 Entity disambiguation (via description) batch_69c0a310d2d08190a8dab95f9eef2815 completed March 23, 2026, 2:18 a.m.
Created at: March 22, 2026, 3:56 p.m.