Triple
T678834
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Toyota Motor Corporation |
E13136
|
entity |
| Predicate | founder |
P104
|
FINISHED |
| Object |
Kiichiro Toyoda
Kiichiro Toyoda was a Japanese industrialist who transformed his family’s loom business into what became the Toyota automotive empire and pioneered Japan’s modern automobile industry.
|
E83486
|
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: Kiichiro Toyoda | Statement: [Toyota Motor Corporation, founder, Kiichiro Toyoda]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kiichiro Toyoda Context triple: [Toyota Motor Corporation, founder, Kiichiro Toyoda]
-
A.
Soemu Toyoda
Soemu Toyoda was a high-ranking admiral of the Imperial Japanese Navy who served as Commander-in-Chief of the Combined Fleet during the later stages of World War II.
-
B.
Robert Komatsu
Robert Komatsu is a film and television editor known for his work on projects such as the 2013 biographical drama "Jobs."
-
C.
Akio Morita
Akio Morita was a Japanese businessman and co-founder of Sony who played a key role in transforming it into a global electronics and entertainment giant.
-
D.
Otozō Yamada
Otozō Yamada was a Japanese general who commanded the Kwantung Army in Manchuria during the final stages of World War II, including the Soviet–Japanese War of 1945.
-
E.
Henry Ford
Henry Ford was an American industrialist and pioneer of modern assembly-line mass production who revolutionized the automobile industry and made cars affordable to the general public.
- 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: Kiichiro Toyoda Triple: [Toyota Motor Corporation, founder, Kiichiro Toyoda]
Generated description
Kiichiro Toyoda was a Japanese industrialist who transformed his family’s loom business into what became the Toyota automotive empire and pioneered Japan’s modern automobile industry.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kiichiro Toyoda Target entity description: Kiichiro Toyoda was a Japanese industrialist who transformed his family’s loom business into what became the Toyota automotive empire and pioneered Japan’s modern automobile industry.
-
A.
Soemu Toyoda
Soemu Toyoda was a high-ranking admiral of the Imperial Japanese Navy who served as Commander-in-Chief of the Combined Fleet during the later stages of World War II.
-
B.
Robert Komatsu
Robert Komatsu is a film and television editor known for his work on projects such as the 2013 biographical drama "Jobs."
-
C.
Akio Morita
Akio Morita was a Japanese businessman and co-founder of Sony who played a key role in transforming it into a global electronics and entertainment giant.
-
D.
Otozō Yamada
Otozō Yamada was a Japanese general who commanded the Kwantung Army in Manchuria during the final stages of World War II, including the Soviet–Japanese War of 1945.
-
E.
Henry Ford
Henry Ford was an American industrialist and pioneer of modern assembly-line mass production who revolutionized the automobile industry and made cars affordable to the general public.
- 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_69a4933d3bf88190972041cd8cf143b9 |
completed | March 1, 2026, 7:27 p.m. |
| NER | Named-entity recognition | batch_69a4a04e17088190943d54977eb3f83a |
completed | March 1, 2026, 8:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a5c3a38b188190802394a35c83b10b |
completed | March 2, 2026, 5:06 p.m. |
| NEDg | Description generation | batch_69a5c4482584819083b6b84ae8bf9b26 |
completed | March 2, 2026, 5:09 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a5cd4023288190b35ecf295eb58dc1 |
completed | March 2, 2026, 5:47 p.m. |
Created at: March 1, 2026, 7:36 p.m.