Triple

T14502792
Position Surface form Disambiguated ID Type / Status
Subject Zhang Boling E340185 entity
Predicate nativeName P15 FINISHED
Object 张伯苓
张伯苓是中国近代著名教育家、南开系列学校和南开大学的创办人之一,在推动中国现代教育发展方面具有重要影响。
E1102956 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: 张伯苓 | Statement: [Zhang Boling, nativeName, 张伯苓]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: 张伯苓
Context triple: [Zhang Boling, nativeName, 张伯苓]
  • A. 严修
    严修是中国近代著名教育家和实业家,与张伯苓共同创办并发展了南开系列学校体系的重要人物。
  • B. 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.
  • C. 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.
  • D. 宋嘉树
    宋嘉树(原名宋耀如)是近代中国著名的基督教传教士、实业家和政治活动家,被视为宋氏家族的奠基人与“宋氏三姐妹”的父亲。
  • E. 何叔衡
    何叔衡 was a Chinese revolutionary and one of the early leaders and co-founders of the Communist Party of China.
  • 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: 张伯苓
Triple: [Zhang Boling, nativeName, 张伯苓]
Generated description
张伯苓是中国近代著名教育家、南开系列学校和南开大学的创办人之一,在推动中国现代教育发展方面具有重要影响。
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: 张伯苓
Target entity description: 张伯苓是中国近代著名教育家、南开系列学校和南开大学的创办人之一,在推动中国现代教育发展方面具有重要影响。
  • A. 严修
    严修是中国近代著名教育家和实业家,与张伯苓共同创办并发展了南开系列学校体系的重要人物。
  • B. 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.
  • C. 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.
  • D. 宋嘉树
    宋嘉树(原名宋耀如)是近代中国著名的基督教传教士、实业家和政治活动家,被视为宋氏家族的奠基人与“宋氏三姐妹”的父亲。
  • E. 何叔衡
    何叔衡 was a Chinese revolutionary and one of the early leaders and co-founders of the Communist Party of China.
  • 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_69d822d9c0408190b9a2b3643e58bb4d completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69de94e0f9048190a2d266cfa4f9dfb6 completed April 14, 2026, 7:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd6d9dba1081909154362b922a2417 completed May 8, 2026, 4:59 a.m.
NEDg Description generation batch_69fd6f24431c81908a25ad81c28da56d completed May 8, 2026, 5:05 a.m.
NED2 Entity disambiguation (via description) batch_69fd6ff5a58881909987fa653e58a197 completed May 8, 2026, 5:09 a.m.
Created at: April 10, 2026, 1:21 a.m.