Triple

T1898110
Position Surface form Disambiguated ID Type / Status
Subject Fudan University E37627 entity
Predicate founder P104 FINISHED
Object Ma Xiangbo
Ma Xiangbo was a prominent Chinese Jesuit priest, educator, and scholar who played a key role in modern Chinese higher education and founded several influential universities.
E244619 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: Ma Xiangbo | Statement: [Fudan University, founder, Ma Xiangbo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ma Xiangbo
Context triple: [Fudan University, founder, Ma Xiangbo]
  • A. Liang Xiaosheng
    Liang Xiaosheng is a prominent Chinese writer and scholar best known for his realist novels depicting ordinary people's lives in contemporary China.
  • B. Xi Mingze
    Xi Mingze is the only daughter of Chinese leader Xi Jinping and his wife Peng Liyuan, known for maintaining a low public profile despite her prominent family background.
  • C. Huang Xingguo
    Huang Xingguo is a Chinese politician who served as acting mayor and then mayor of Tianjin before being investigated and convicted on corruption charges.
  • D. Ma Junren
    Ma Junren is a controversial Chinese track coach best known for training world-record-breaking female distance runners in the 1990s amid widespread doping allegations.
  • E. Mao Yuanxin
    Mao Yuanxin is a Chinese political figure known as Mao Zedong’s nephew who briefly held influential positions during the final years of the Cultural Revolution.
  • 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: Ma Xiangbo
Triple: [Fudan University, founder, Ma Xiangbo]
Generated description
Ma Xiangbo was a prominent Chinese Jesuit priest, educator, and scholar who played a key role in modern Chinese higher education and founded several influential universities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ma Xiangbo
Target entity description: Ma Xiangbo was a prominent Chinese Jesuit priest, educator, and scholar who played a key role in modern Chinese higher education and founded several influential universities.
  • A. Liang Xiaosheng
    Liang Xiaosheng is a prominent Chinese writer and scholar best known for his realist novels depicting ordinary people's lives in contemporary China.
  • B. Xi Mingze
    Xi Mingze is the only daughter of Chinese leader Xi Jinping and his wife Peng Liyuan, known for maintaining a low public profile despite her prominent family background.
  • C. Huang Xingguo
    Huang Xingguo is a Chinese politician who served as acting mayor and then mayor of Tianjin before being investigated and convicted on corruption charges.
  • D. Ma Junren
    Ma Junren is a controversial Chinese track coach best known for training world-record-breaking female distance runners in the 1990s amid widespread doping allegations.
  • E. Mao Yuanxin
    Mao Yuanxin is a Chinese political figure known as Mao Zedong’s nephew who briefly held influential positions during the final years of the Cultural Revolution.
  • 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_69a8861be7148190a680937ec451a304 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69abb170657481908662089511a8f301 completed March 7, 2026, 5:02 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae6522bb448190ae50a476da53fcda completed March 9, 2026, 6:13 a.m.
NEDg Description generation batch_69ae666bd32c81909ff15201757a6c76 completed March 9, 2026, 6:19 a.m.
NED2 Entity disambiguation (via description) batch_69ae66d8ba688190a2102c00fc6231c4 completed March 9, 2026, 6:21 a.m.
Created at: March 4, 2026, 7:35 p.m.