Triple

T19897828
Position Surface form Disambiguated ID Type / Status
Subject Hyères E478196 entity
Predicate climateClassification P193 FINISHED
Object Köppen Csa
Köppen Csa is the hot-summer Mediterranean climate subtype, characterized by dry, warm to hot summers and mild, wetter winters.
 E1401651 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 Csa | Statement: [Hyères, climateClassification, Köppen Csa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Köppen Csa
Context triple: [Hyères, climateClassification, Köppen Csa]
  • A. Köppen Cwa
    Köppen Cwa is a humid subtropical climate type characterized by hot, wet summers and mild, dry winters, typically influenced by monsoonal patterns.
  • B. Köppen Cfa
    Köppen Cfa is a humid subtropical climate type characterized by hot, humid summers and mild winters with no distinct dry season.
  • C. Köppen Cfb
    Köppen Cfb is a temperate oceanic climate type characterized by mild temperatures year-round, no dry season, and warm (but not hot) summers.
  • D. Köppen BSk
    Köppen BSk is a cold semi-arid climate type characterized by low annual precipitation, large temperature variations between seasons, and generally dry conditions.
  • E. Köppen Aw
    Köppen Aw is a tropical savanna climate type characterized by consistently warm temperatures and a pronounced dry season.
  • 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 Csa
Triple: [Hyères, climateClassification, Köppen Csa]
Generated description
Köppen Csa is the hot-summer Mediterranean climate subtype, characterized by dry, warm to hot summers and mild, wetter winters.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Köppen Csa
Target entity description: Köppen Csa is the hot-summer Mediterranean climate subtype, characterized by dry, warm to hot summers and mild, wetter winters.
  • A. Köppen Cwa
    Köppen Cwa is a humid subtropical climate type characterized by hot, wet summers and mild, dry winters, typically influenced by monsoonal patterns.
  • B. Köppen Cfa
    Köppen Cfa is a humid subtropical climate type characterized by hot, humid summers and mild winters with no distinct dry season.
  • C. Köppen Cfb
    Köppen Cfb is a temperate oceanic climate type characterized by mild temperatures year-round, no dry season, and warm (but not hot) summers.
  • D. Köppen BSk
    Köppen BSk is a cold semi-arid climate type characterized by low annual precipitation, large temperature variations between seasons, and generally dry conditions.
  • E. Köppen Aw
    Köppen Aw is a tropical savanna climate type characterized by consistently warm temperatures and a pronounced dry season.
  • 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_69d8e520682081909892916424699bd5 completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e6593ef8dc8190be5b64988eceafac completed April 20, 2026, 4:50 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07ea4027c081909f3e67f3f5dda46a completed May 16, 2026, 3:53 a.m.
NEDg Description generation batch_6a07ebef0a088190996451d7c0fdb013 completed May 16, 2026, 4 a.m.
NED2 Entity disambiguation (via description) batch_6a07ecb5ec708190bc79a1be73f746d9 completed May 16, 2026, 4:04 a.m.
Created at: April 10, 2026, 1:52 p.m.