Triple

T4343173
Position Surface form Disambiguated ID Type / Status
Subject Köppen Aw E97834 entity
Predicate developedBy P73 FINISHED
Object Wladimir Köppen
Wladimir Köppen was a Russian-German climatologist and geographer best known for creating the widely used Köppen climate classification system.
E433965 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: Wladimir Köppen | Statement: [Köppen Aw, developedBy, Wladimir Köppen]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Wladimir Köppen
Context triple: [Köppen Aw, developedBy, Wladimir Köppen]
  • A. Karl Ludwig Sauer
    Karl Ludwig Sauer was a notable individual, likely recognized for significant contributions in his professional or public life, though specific details about his achievements are not widely documented.
  • B. Theodor Krafft
    Theodor Krafft is a person notable enough to be recognized as a significant bearer of the surname Krafft.
  • C. Georg von Küchler
    Georg von Küchler was a German field marshal in the Wehrmacht during World War II, known for commanding Army Group North on the Eastern Front.
  • D. Friedrich Welwitsch
    Friedrich Welwitsch was a 19th-century Austrian botanist best known for discovering and first describing the unique desert plant Welwitschia mirabilis in southwestern Africa.
  • E. Otto Schmidt
    Otto Schmidt was a prominent Soviet scientist, mathematician, and Arctic explorer who played a key role in leading and organizing major polar expeditions in the early 20th century.
  • 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: Wladimir Köppen
Triple: [Köppen Aw, developedBy, Wladimir Köppen]
Generated description
Wladimir Köppen was a Russian-German climatologist and geographer best known for creating the widely used Köppen climate classification system.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Wladimir Köppen
Target entity description: Wladimir Köppen was a Russian-German climatologist and geographer best known for creating the widely used Köppen climate classification system.
  • A. Leopold von Buch
    Leopold von Buch was a prominent 19th-century German geologist and naturalist known for his influential work on volcanism, stratigraphy, and the geological mapping of Europe.
  • B. Karl Ludwig Sauer
    Karl Ludwig Sauer was a notable individual, likely recognized for significant contributions in his professional or public life, though specific details about his achievements are not widely documented.
  • C. Theodor Krafft
    Theodor Krafft is a person notable enough to be recognized as a significant bearer of the surname Krafft.
  • D. Georg von Küchler
    Georg von Küchler was a German field marshal in the Wehrmacht during World War II, known for commanding Army Group North on the Eastern Front.
  • E. Friedrich Welwitsch
    Friedrich Welwitsch was a 19th-century Austrian botanist best known for discovering and first describing the unique desert plant Welwitschia mirabilis in southwestern Africa.
  • 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_69b34548402c819085ab68b27c235a87 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b35188e71c8190a3e82fa8d959de94 completed March 12, 2026, 11:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5dba2b49c81909b7bf87672d71611 completed March 14, 2026, 10:05 p.m.
NEDg Description generation batch_69b5df98cf5481909dac60a952fab0a9 completed March 14, 2026, 10:22 p.m.
NED2 Entity disambiguation (via description) batch_69b5e01c65648190a34a86dd5a2c8fc8 completed March 14, 2026, 10:24 p.m.
Created at: March 12, 2026, 11:14 p.m.