Triple
T12054770
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | 南开大学 |
E287010
|
entity |
| Predicate | 创办者 |
P104
|
FINISHED |
| Object |
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。
|
E960875
|
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: 严修 | Statement: [南开大学, 创办者, 严修]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: 严修 Context triple: [南开大学, 创办者, 严修]
-
A.
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.
-
B.
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.
-
C.
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.
-
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.
刘步蟾
刘步蟾 was a late Qing Dynasty Chinese naval officer best known as a prominent admiral of the Beiyang Fleet during the First Sino-Japanese War.
- 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: 严修 Triple: [南开大学, 创办者, 严修]
Generated description
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。
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: 严修 Target entity description: 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。
-
A.
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.
-
B.
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.
-
C.
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.
-
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.
刘步蟾
刘步蟾 was a late Qing Dynasty Chinese naval officer best known as a prominent admiral of the Beiyang Fleet during the First Sino-Japanese War.
- 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_69d6ab4780948190bdb9f7620c2ac27e |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d915124e4c8190b0264c2a09e3c2f3 |
completed | April 10, 2026, 3:19 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f49dea043c8190a74ffb448bbae5d0 |
completed | May 1, 2026, 12:34 p.m. |
| NEDg | Description generation | batch_69f53d95d4fc8190b5f4e460646bec2a |
completed | May 1, 2026, 11:56 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f56505c0b481909f9caaf338f73033 |
completed | May 2, 2026, 2:44 a.m. |
Created at: April 8, 2026, 9:47 p.m.