Triple

T8066594
Position Surface form Disambiguated ID Type / Status
Subject Zhuge Liang E188257 entity
Predicate spouse P13 FINISHED
Object Huang Yueying
Huang Yueying is a semi-legendary figure from the Three Kingdoms period of China, traditionally portrayed as Zhuge Liang’s highly intelligent and mechanically gifted wife.
E709542 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: Huang Yueying | Statement: [Zhuge Liang, spouse, Huang Yueying]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Huang Yueying
Context triple: [Zhuge Liang, spouse, Huang Yueying]
  • A. Zhu Qiyu
    Zhu Qiyu, better known as the Jingtai Emperor, was a Ming dynasty ruler who took the throne after his brother the Zhengtong Emperor was captured by the Mongols and whose short reign was marked by efforts to stabilize the dynasty amid military and political crises.
  • B. Guo Nüwang
    Guo Nüwang was an empress of the state of Cao Wei during China’s Three Kingdoms period and the wife of its first emperor, Cao Pi.
  • C. Song Renqiong
    Song Renqiong was a prominent Chinese Communist revolutionary and senior military and political leader who played key roles in the Chinese Civil War and the early decades of the People's Republic of China.
  • D. Zhen Ji
    Zhen Ji was a renowned noblewoman of the late Eastern Han and Three Kingdoms period, celebrated for her beauty and tragic life as a consort within the Cao Wei court.
  • E. Zhu Youjiao
    Zhu Youjiao, better known as the Tianqi Emperor, was a late Ming dynasty ruler whose short and troubled reign was dominated by the powerful eunuch Wei Zhongxian and marked by political corruption and decline.
  • 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: Huang Yueying
Triple: [Zhuge Liang, spouse, Huang Yueying]
Generated description
Huang Yueying is a semi-legendary figure from the Three Kingdoms period of China, traditionally portrayed as Zhuge Liang’s highly intelligent and mechanically gifted wife.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Huang Yueying
Target entity description: Huang Yueying is a semi-legendary figure from the Three Kingdoms period of China, traditionally portrayed as Zhuge Liang’s highly intelligent and mechanically gifted wife.
  • A. Zhu Qiyu
    Zhu Qiyu, better known as the Jingtai Emperor, was a Ming dynasty ruler who took the throne after his brother the Zhengtong Emperor was captured by the Mongols and whose short reign was marked by efforts to stabilize the dynasty amid military and political crises.
  • B. Guo Nüwang
    Guo Nüwang was an empress of the state of Cao Wei during China’s Three Kingdoms period and the wife of its first emperor, Cao Pi.
  • C. Song Renqiong
    Song Renqiong was a prominent Chinese Communist revolutionary and senior military and political leader who played key roles in the Chinese Civil War and the early decades of the People's Republic of China.
  • D. Zhen Ji
    Zhen Ji was a renowned noblewoman of the late Eastern Han and Three Kingdoms period, celebrated for her beauty and tragic life as a consort within the Cao Wei court.
  • E. Zhu Youjiao
    Zhu Youjiao, better known as the Tianqi Emperor, was a late Ming dynasty ruler whose short and troubled reign was dominated by the powerful eunuch Wei Zhongxian and marked by political corruption and decline.
  • 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_69ca82b42674819086840efea12478e5 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb3ff75d208190b7c53d2fe55878ac completed March 31, 2026, 3:31 a.m.
NED1 Entity disambiguation (via context triple) batch_69cc63e1ed44819083ed9db6c9d7b0fd completed April 1, 2026, 12:16 a.m.
NEDg Description generation batch_69cc651c5f788190908c6d84c58cba0f completed April 1, 2026, 12:21 a.m.
NED2 Entity disambiguation (via description) batch_69cc6649d2348190996802140b455348 completed April 1, 2026, 12:26 a.m.
Created at: March 30, 2026, 5:26 p.m.