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.