Triple

T14196111
Position Surface form Disambiguated ID Type / Status
Subject Chōshū Five E351838 entity
Predicate notableMemberRole P304 FINISHED
Object Yamao Yōzō contributed to engineering and education reforms
Yamao Yōzō was a key Meiji-era Japanese reformer who helped modernize the nation through pioneering work in engineering development and the establishment of Western-style technical education.
E1084913 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: Yamao Yōzō contributed to engineering and education reforms | Statement: [Chōshū Five, notableMemberRole, Yamao Yōzō contributed to engineering and education reforms]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Yamao Yōzō contributed to engineering and education reforms
Context triple: [Chōshū Five, notableMemberRole, Yamao Yōzō contributed to engineering and education reforms]
  • A. Yoshida Shōin
    Yoshida Shōin was a pioneering late-Edo Japanese intellectual and activist whose radical political thought and teaching inspired many key leaders of the Meiji Restoration.
  • B. Kazuo Hashimoto (inventor)
    Kazuo Hashimoto was a Japanese inventor best known for pioneering developments in telecommunications technology, including key contributions to the answering machine and caller ID systems.
  • C. Hamada Shōji
    Hamada Shōji was a renowned Japanese potter and Living National Treasure, celebrated as a leading figure in the 20th-century folk craft (mingei) movement.
  • D. Hasegawa Yoshimichi
    Hasegawa Yoshimichi was a Japanese colonial administrator who served in a prominent governmental role in Taiwan during the period of Japanese rule.
  • E. 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.
  • 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: Yamao Yōzō contributed to engineering and education reforms
Triple: [Chōshū Five, notableMemberRole, Yamao Yōzō contributed to engineering and education reforms]
Generated description
Yamao Yōzō was a key Meiji-era Japanese reformer who helped modernize the nation through pioneering work in engineering development and the establishment of Western-style technical education.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Yamao Yōzō contributed to engineering and education reforms
Target entity description: Yamao Yōzō was a key Meiji-era Japanese reformer who helped modernize the nation through pioneering work in engineering development and the establishment of Western-style technical education.
  • A. Yoshida Shōin
    Yoshida Shōin was a pioneering late-Edo Japanese intellectual and activist whose radical political thought and teaching inspired many key leaders of the Meiji Restoration.
  • B. Kazuo Hashimoto (inventor)
    Kazuo Hashimoto was a Japanese inventor best known for pioneering developments in telecommunications technology, including key contributions to the answering machine and caller ID systems.
  • C. Hamada Shōji
    Hamada Shōji was a renowned Japanese potter and Living National Treasure, celebrated as a leading figure in the 20th-century folk craft (mingei) movement.
  • D. Hasegawa Yoshimichi
    Hasegawa Yoshimichi was a Japanese colonial administrator who served in a prominent governmental role in Taiwan during the period of Japanese rule.
  • E. 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.
  • 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_69d827894ac0819097803e57f3227b23 completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de61e1fbd48190a4864fa4443f8f29 completed April 14, 2026, 3:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd194b32d88190aa74eef576152db3 completed May 7, 2026, 10:59 p.m.
NEDg Description generation batch_69fd1ab3f83881908113259c23fe1028 completed May 7, 2026, 11:05 p.m.
NED2 Entity disambiguation (via description) batch_69fd1b87a0c48190a68367525ed9d2cb completed May 7, 2026, 11:08 p.m.
Created at: April 10, 2026, 1:04 a.m.