Triple

T13843907
Position Surface form Disambiguated ID Type / Status
Subject Hirano E332740 entity
Predicate hasNotableBearer P458 FINISHED
Object Kumiko Hirano
Kumiko Hirano is a Japanese individual notable enough to be specifically cited as a bearer of the surname Hirano.
E1079058 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: Kumiko Hirano | Statement: [Hirano, hasNotableBearer, Kumiko Hirano]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kumiko Hirano
Context triple: [Hirano, hasNotableBearer, Kumiko Hirano]
  • A. Makiko Tanaka
    Makiko Tanaka is a Japanese politician and former foreign minister, known as the outspoken daughter of influential former Prime Minister Kakuei Tanaka.
  • B. Ayako Wakao
    Ayako Wakao is a renowned Japanese actress celebrated for her prolific film career from the 1950s onward, particularly in collaborations with director Yasuzō Masumura.
  • C. Yuriko Kikuchi
    Yuriko Kikuchi, better known professionally as Rinko Kikuchi, is a Japanese actress acclaimed for her roles in films such as "Babel" and "Pacific Rim."
  • D. Shoko Nakagawa
    Shoko Nakagawa is a Japanese singer, voice actress, and television personality known for her prominent work in anime music and otaku culture.
  • E. Yukiko Yamashita
    Yukiko Yamashita is a developmental biologist known for her research on stem cell biology and asymmetric cell division.
  • 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: Kumiko Hirano
Triple: [Hirano, hasNotableBearer, Kumiko Hirano]
Generated description
Kumiko Hirano is a Japanese individual notable enough to be specifically cited as a bearer of the surname Hirano.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kumiko Hirano
Target entity description: Kumiko Hirano is a Japanese individual notable enough to be specifically cited as a bearer of the surname Hirano.
  • A. Makiko Tanaka
    Makiko Tanaka is a Japanese politician and former foreign minister, known as the outspoken daughter of influential former Prime Minister Kakuei Tanaka.
  • B. Ayako Wakao
    Ayako Wakao is a renowned Japanese actress celebrated for her prolific film career from the 1950s onward, particularly in collaborations with director Yasuzō Masumura.
  • C. Yuriko Kikuchi
    Yuriko Kikuchi, better known professionally as Rinko Kikuchi, is a Japanese actress acclaimed for her roles in films such as "Babel" and "Pacific Rim."
  • D. Shoko Nakagawa
    Shoko Nakagawa is a Japanese singer, voice actress, and television personality known for her prominent work in anime music and otaku culture.
  • E. Yukiko Yamashita
    Yukiko Yamashita is a developmental biologist known for her research on stem cell biology and asymmetric cell division.
  • 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_69d81c5ba13c8190839315f54768acfd completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de02afce788190a74dce4e6a3569fa completed April 14, 2026, 9:02 a.m.
NED1 Entity disambiguation (via context triple) batch_69fcd08c21a48190b4077d5acb4ab658 completed May 7, 2026, 5:49 p.m.
NEDg Description generation batch_69fcd176632c8190aa7dee337688b043 completed May 7, 2026, 5:52 p.m.
NED2 Entity disambiguation (via description) batch_69fcd28c1f0c819083b934a6afd656bf completed May 7, 2026, 5:57 p.m.
Created at: April 9, 2026, 10:13 p.m.