Triple

T1689032
Position Surface form Disambiguated ID Type / Status
Subject Yuma, Arizona E36508 entity
Predicate climateClassification P193 FINISHED
Object Köppen BWh
Köppen BWh is the hot desert climate subtype characterized by extremely low annual precipitation, very high temperatures, and abundant sunshine, typical of the world’s driest desert regions.
 E191385 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: Köppen BWh | Statement: [Yuma, Arizona, climateClassification, Köppen BWh]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Köppen BWh
Context triple: [Yuma, Arizona, climateClassification, Köppen BWh]
  • A. Köppen Aw
    Köppen Aw is a tropical savanna climate type characterized by consistently warm temperatures and a pronounced dry season.
  • B. Köppen Am
    Köppen Am is a tropical monsoon climate type characterized by consistently high temperatures and a pronounced wet season with heavy rainfall.
  • C. Tropic Zone
    Tropic Zone is a rainforest-themed exhibit at the Central Park Zoo featuring tropical plants and animals in a warm, humid environment.
  • D. Wet Tropics–subtropical transition zone
    The Wet Tropics–subtropical transition zone is an ecological region in northeastern Australia where lush tropical rainforests gradually give way to subtropical environments, creating a unique blend of species and habitats.
  • E. Temperate Zone
    The Temperate Zone is a major climatic region of Earth characterized by moderate temperatures and distinct seasonal changes, lying between the tropical and polar zones.
  • 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: Köppen BWh
Triple: [Yuma, Arizona, climateClassification, Köppen BWh]
Generated description
Köppen BWh is the hot desert climate subtype characterized by extremely low annual precipitation, very high temperatures, and abundant sunshine, typical of the world’s driest desert regions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Köppen BWh
Target entity description: Köppen BWh is the hot desert climate subtype characterized by extremely low annual precipitation, very high temperatures, and abundant sunshine, typical of the world’s driest desert regions.
  • A. Köppen Aw
    Köppen Aw is a tropical savanna climate type characterized by consistently warm temperatures and a pronounced dry season.
  • B. Köppen Am
    Köppen Am is a tropical monsoon climate type characterized by consistently high temperatures and a pronounced wet season with heavy rainfall.
  • C. Tropic Zone
    Tropic Zone is a rainforest-themed exhibit at the Central Park Zoo featuring tropical plants and animals in a warm, humid environment.
  • D. Wet Tropics–subtropical transition zone
    The Wet Tropics–subtropical transition zone is an ecological region in northeastern Australia where lush tropical rainforests gradually give way to subtropical environments, creating a unique blend of species and habitats.
  • E. Temperate Zone
    The Temperate Zone is a major climatic region of Earth characterized by moderate temperatures and distinct seasonal changes, lying between the tropical and polar zones.
  • 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_69a886151508819084fa7f1ce6e05577 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69aa6296655c8190835ec0d20f7460ca completed March 6, 2026, 5:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad7992792081909af4312ae8a448a2 completed March 8, 2026, 1:28 p.m.
NEDg Description generation batch_69ad7ab4aca48190936384bfa1cdeccf completed March 8, 2026, 1:33 p.m.
NED2 Entity disambiguation (via description) batch_69ad7b34c3248190bb93769e55df7189 completed March 8, 2026, 1:35 p.m.
Created at: March 4, 2026, 7:29 p.m.