Triple

T15591335
Position Surface form Disambiguated ID Type / Status
Subject Teng E374749 entity
Predicate hasNotableBearer P458 FINISHED
Object Teng Weizao
Teng Weizao was a prominent Chinese economist and educator known for his influential work in international economics and his leadership roles in Chinese higher education.
E1174363 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: Teng Weizao | Statement: [Teng, hasNotableBearer, Teng Weizao]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Teng Weizao
Context triple: [Teng, hasNotableBearer, Teng Weizao]
  • A. Zhang Yintang
    Zhang Yintang was a late Qing dynasty official who served as a high-ranking provincial administrator and political figure in southern China.
  • B. Qiu Huizuo
    Qiu Huizuo was a senior Chinese Communist military and political leader who served as a high-ranking general and logistics chief in the People’s Liberation Army, particularly influential during the Cultural Revolution.
  • C. Liang Wengen
    Liang Wengen is a Chinese billionaire entrepreneur best known as the founder and chairman of Sany Group, one of the world’s leading heavy machinery manufacturers.
  • D. Huang Baitao
    Huang Baitao was a Nationalist Chinese general best known for commanding Kuomintang forces during the Chinese Civil War, particularly in the Huaihai Campaign.
  • E. Zhu Zhixin
    Zhu Zhixin was a prominent early 20th-century Chinese revolutionary, writer, and theorist who played a key ideological role in the movement to overthrow the Qing dynasty and promote republicanism.
  • 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: Teng Weizao
Triple: [Teng, hasNotableBearer, Teng Weizao]
Generated description
Teng Weizao was a prominent Chinese economist and educator known for his influential work in international economics and his leadership roles in Chinese higher education.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Teng Weizao
Target entity description: Teng Weizao was a prominent Chinese economist and educator known for his influential work in international economics and his leadership roles in Chinese higher education.
  • A. Zhang Yintang
    Zhang Yintang was a late Qing dynasty official who served as a high-ranking provincial administrator and political figure in southern China.
  • B. Qiu Huizuo
    Qiu Huizuo was a senior Chinese Communist military and political leader who served as a high-ranking general and logistics chief in the People’s Liberation Army, particularly influential during the Cultural Revolution.
  • C. Liang Wengen
    Liang Wengen is a Chinese billionaire entrepreneur best known as the founder and chairman of Sany Group, one of the world’s leading heavy machinery manufacturers.
  • D. Huang Baitao
    Huang Baitao was a Nationalist Chinese general best known for commanding Kuomintang forces during the Chinese Civil War, particularly in the Huaihai Campaign.
  • E. Zhu Zhixin
    Zhu Zhixin was a prominent early 20th-century Chinese revolutionary, writer, and theorist who played a key ideological role in the movement to overthrow the Qing dynasty and promote republicanism.
  • 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_69d85cce25008190b13b52745fbd719b completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04e4b903c8190a35f9267cb38e721 completed April 16, 2026, 2:49 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff82e56ffc81909e3228a660df4e09 completed May 9, 2026, 6:54 p.m.
NEDg Description generation batch_69ff83b7a534819090e24491579376c3 completed May 9, 2026, 6:57 p.m.
NED2 Entity disambiguation (via description) batch_69ff844fa00c8190a47eb46394db097b completed May 9, 2026, 7 p.m.
Created at: April 10, 2026, 4:11 a.m.