Triple

T17749032
Position Surface form Disambiguated ID Type / Status
Subject Ju Dou E443065 entity
Predicate authorOfSourceWork P2353 FINISHED
Object Liu Heng
Liu Heng is a contemporary Chinese novelist and screenwriter known for his gritty, realistic portrayals of rural and urban life in modern China.
E1285126 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: Liu Heng | Statement: [Ju Dou, authorOfSourceWork, Liu Heng]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Liu Heng
Context triple: [Ju Dou, authorOfSourceWork, Liu Heng]
  • A. Liu Heng
    Liu Heng, better known as Emperor Wen of Han, was a ruler of the Western Han dynasty renowned for his frugal governance and for helping inaugurate a long era of stability and prosperity in ancient China.
  • B. Liu He
    Liu He is a Chinese politician and economist who has served as a key economic adviser and vice premier, playing a central role in shaping China’s economic policy and trade negotiations.
  • C. Li Heng
    Li Heng, better known as Emperor Suzong of Tang, was a Chinese emperor who reigned during the mid-8th century and helped restore imperial authority after the An Lushan Rebellion.
  • D. Li Hongji
    Li Hongji, better known as Li Zicheng, was the rebel leader whose uprising overthrew the Ming dynasty and briefly established the Shun dynasty in 17th-century China.
  • E. Liu Qi
    Liu Qi, better known as Emperor Jing of Han, was a Western Han dynasty ruler noted for consolidating imperial power and promoting economic stability in ancient 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: Liu Heng
Triple: [Ju Dou, authorOfSourceWork, Liu Heng]
Generated description
Liu Heng is a contemporary Chinese novelist and screenwriter known for his gritty, realistic portrayals of rural and urban life in modern China.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Liu Heng
Target entity description: Liu Heng is a contemporary Chinese novelist and screenwriter known for his gritty, realistic portrayals of rural and urban life in modern China.
  • A. Liu Heng
    Liu Heng, better known as Emperor Wen of Han, was a ruler of the Western Han dynasty renowned for his frugal governance and for helping inaugurate a long era of stability and prosperity in ancient China.
  • B. Liu He
    Liu He is a Chinese politician and economist who has served as a key economic adviser and vice premier, playing a central role in shaping China’s economic policy and trade negotiations.
  • C. Li Heng
    Li Heng, better known as Emperor Suzong of Tang, was a Chinese emperor who reigned during the mid-8th century and helped restore imperial authority after the An Lushan Rebellion.
  • D. Li Hongji
    Li Hongji, better known as Li Zicheng, was the rebel leader whose uprising overthrew the Ming dynasty and briefly established the Shun dynasty in 17th-century China.
  • E. Liu Qi
    Liu Qi, better known as Emperor Jing of Han, was a Western Han dynasty ruler noted for consolidating imperial power and promoting economic stability in ancient 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_69d8b9ed3a2081909b2ec0d4dd2f4c37 completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e47ad46a50819089c87f74efe3c7ca completed April 19, 2026, 6:48 a.m.
NED1 Entity disambiguation (via context triple) batch_6a024304d6cc819097666c7f3fd2fd07 completed May 11, 2026, 8:58 p.m.
NEDg Description generation batch_6a02458aaac88190b62258e1983100f4 completed May 11, 2026, 9:09 p.m.
NED2 Entity disambiguation (via description) batch_6a02462830088190b036cca2840c287c completed May 11, 2026, 9:12 p.m.
Created at: April 10, 2026, 10:10 a.m.