Triple

T21842914
Position Surface form Disambiguated ID Type / Status
Subject Eileen Chang E539297 entity
Predicate spouse P13 FINISHED
Object Hu Lancheng
Hu Lancheng was a controversial Chinese writer and editor known for his collaboration with the Japanese-backed Wang Jingwei regime during World War II and for his tumultuous marriage to celebrated author Eileen Chang.
E1552814 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: Hu Lancheng | Statement: [Eileen Chang, spouse, Hu Lancheng]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hu Lancheng
Context triple: [Eileen Chang, spouse, Hu Lancheng]
  • A. Li Jiancheng
    Li Jiancheng was the eldest son and original crown prince of the Tang dynasty’s founding emperor, whose rivalry with his brother Li Shimin ended in his death during the Xuanwu Gate Incident.
  • B. Han Xianchu
    Han Xianchu was a prominent Chinese military commander of the People’s Liberation Army, known for his key roles in major campaigns during the Chinese Civil War and the Korean War.
  • C. Hou Liang
    Hou Liang, also known as Later Liang, was a short-lived dynasty that ruled northern China during the turbulent Five Dynasties and Ten Kingdoms period following the fall of the Tang.
  • D. Jiang Haicheng
    Jiang Haicheng, better known by his pen name Ai Qing, was a prominent 20th-century Chinese poet whose work and life significantly influenced modern Chinese literature and culture.
  • E. Fu Yuncheng
    Fu Yuncheng is a Chinese individual notable enough to be recognized as a prominent bearer of the surname Fu.
  • 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: Hu Lancheng
Triple: [Eileen Chang, spouse, Hu Lancheng]
Generated description
Hu Lancheng was a controversial Chinese writer and editor known for his collaboration with the Japanese-backed Wang Jingwei regime during World War II and for his tumultuous marriage to celebrated author Eileen Chang.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hu Lancheng
Target entity description: Hu Lancheng was a controversial Chinese writer and editor known for his collaboration with the Japanese-backed Wang Jingwei regime during World War II and for his tumultuous marriage to celebrated author Eileen Chang.
  • A. Li Jiancheng
    Li Jiancheng was the eldest son and original crown prince of the Tang dynasty’s founding emperor, whose rivalry with his brother Li Shimin ended in his death during the Xuanwu Gate Incident.
  • B. Han Xianchu
    Han Xianchu was a prominent Chinese military commander of the People’s Liberation Army, known for his key roles in major campaigns during the Chinese Civil War and the Korean War.
  • C. Hou Liang
    Hou Liang, also known as Later Liang, was a short-lived dynasty that ruled northern China during the turbulent Five Dynasties and Ten Kingdoms period following the fall of the Tang.
  • D. Jiang Haicheng
    Jiang Haicheng, better known by his pen name Ai Qing, was a prominent 20th-century Chinese poet whose work and life significantly influenced modern Chinese literature and culture.
  • E. Fu Yuncheng
    Fu Yuncheng is a Chinese individual notable enough to be recognized as a prominent bearer of the surname Fu.
  • 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_69e0c476c3c88190a92d08ebb59a128a completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69f0a7ad76d48190a1905cfdbe866323 completed April 28, 2026, 12:27 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0b97fc2600819085486a9d540c9df3 completed May 18, 2026, 10:51 p.m.
NEDg Description generation batch_6a0b9884cb548190958d16f42be4bea8 completed May 18, 2026, 10:53 p.m.
NED2 Entity disambiguation (via description) batch_6a0b98e7887881909ec9cc4a2a2167c5 completed May 18, 2026, 10:55 p.m.
Created at: April 16, 2026, 6:55 p.m.