Triple

T10380231
Position Surface form Disambiguated ID Type / Status
Subject Ma Xiangbo E244619 entity
Predicate nativeName P15 FINISHED
Object 馬相伯
馬相伯 was a prominent late Qing and early Republican Chinese Catholic priest, educator, and diplomat best known for co-founding Fudan University and Aurora University.
E859435 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: 馬相伯 | Statement: [Ma Xiangbo, nativeName, 馬相伯]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: 馬相伯
Context triple: [Ma Xiangbo, nativeName, 馬相伯]
  • A. Cai Yuanpei
    Cai Yuanpei was a prominent early 20th-century Chinese educator, reformer, and president of Peking University who played a key leadership role in advancing liberal, scientific, and democratic ideals in modern Chinese intellectual life.
  • B. 王文華
    王文華是一位華人姓名,常見於華語地區的人物與作家、學者等多種身分。
  • C. 後藤新平
    後藤新平 was a prominent Japanese statesman, colonial administrator, and urban planner of the Meiji and Taishō eras, known for his roles in governing Taiwan and shaping modern Tokyo.
  • D. 蔣緯國
    蔣緯國 was a Republic of China military officer and politician, known as an adopted son of Chiang Kai-shek and for his service in both German and Taiwanese armed forces.
  • E. Cao Rulin
    Cao Rulin was a Chinese politician and diplomat of the early Republic era, best known as a pro-Japanese official whose actions made him a principal target of student protesters during the May Fourth Movement.
  • 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: 馬相伯
Triple: [Ma Xiangbo, nativeName, 馬相伯]
Generated description
馬相伯 was a prominent late Qing and early Republican Chinese Catholic priest, educator, and diplomat best known for co-founding Fudan University and Aurora University.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: 馬相伯
Target entity description: 馬相伯 was a prominent late Qing and early Republican Chinese Catholic priest, educator, and diplomat best known for co-founding Fudan University and Aurora University.
  • A. Cai Yuanpei
    Cai Yuanpei was a prominent early 20th-century Chinese educator, reformer, and president of Peking University who played a key leadership role in advancing liberal, scientific, and democratic ideals in modern Chinese intellectual life.
  • B. 王文華
    王文華是一位華人姓名,常見於華語地區的人物與作家、學者等多種身分。
  • C. 後藤新平
    後藤新平 was a prominent Japanese statesman, colonial administrator, and urban planner of the Meiji and Taishō eras, known for his roles in governing Taiwan and shaping modern Tokyo.
  • D. 蔣緯國
    蔣緯國 was a Republic of China military officer and politician, known as an adopted son of Chiang Kai-shek and for his service in both German and Taiwanese armed forces.
  • E. Cao Rulin
    Cao Rulin was a Chinese politician and diplomat of the early Republic era, best known as a pro-Japanese official whose actions made him a principal target of student protesters during the May Fourth Movement.
  • 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_69d381b3e328819094b23b8edcd29b5a completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4e991056c8190a981f717c51f1f72 completed April 7, 2026, 11:25 a.m.
NED1 Entity disambiguation (via context triple) batch_69d7958803e88190a7bbeda4f2c6f32c completed April 9, 2026, 12:03 p.m.
NEDg Description generation batch_69d79784baa481909e57adda27578cc2 completed April 9, 2026, 12:11 p.m.
NED2 Entity disambiguation (via description) batch_69d7989f8dfc8190b1fe4429f7bb0283 completed April 9, 2026, 12:16 p.m.
Created at: April 6, 2026, 12:03 p.m.