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.