Triple
T7877757
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Yellow Turban Rebellion |
E182899
|
entity |
| Predicate | leader |
P981
|
FINISHED |
| Object |
Zhang Liang
Zhang Liang was a key military leader and strategist during the late Eastern Han dynasty, notably associated with the Yellow Turban Rebellion.
|
E701607
|
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: Zhang Liang | Statement: [Yellow Turban Rebellion, leader, Zhang Liang]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Zhang Liang Context triple: [Yellow Turban Rebellion, leader, Zhang Liang]
-
A.
Zhuge Jin
Zhuge Jin was a prominent statesman and military general of the Eastern Wu kingdom during China’s Three Kingdoms period, known also as the elder brother of the famed strategist Zhuge Liang.
-
B.
Zhang Zhao
Zhang Zhao was a prominent statesman and strategist of the Eastern Wu kingdom during China’s Three Kingdoms period, known for his influential role in governance and military affairs.
-
C.
Liu Taigong
Liu Taigong was the father of Liu Bang (Emperor Gaozu of Han) and a respected elder whose lineage became the founding imperial family of the Han dynasty.
-
D.
Lu Su
Lu Su was a prominent statesman and military strategist of the Eastern Wu kingdom during China’s Three Kingdoms period, known for his role in shaping Sun Quan’s foreign and military policies.
-
E.
Zhuge Liang
Zhuge Liang was a renowned Chinese statesman, strategist, and military tactician who served the Shu Han state during the late Eastern Han dynasty and Three Kingdoms period.
- 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: Zhang Liang Triple: [Yellow Turban Rebellion, leader, Zhang Liang]
Generated description
Zhang Liang was a key military leader and strategist during the late Eastern Han dynasty, notably associated with the Yellow Turban Rebellion.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Zhang Liang Target entity description: Zhang Liang was a key military leader and strategist during the late Eastern Han dynasty, notably associated with the Yellow Turban Rebellion.
-
A.
Zhuge Jin
Zhuge Jin was a prominent statesman and military general of the Eastern Wu kingdom during China’s Three Kingdoms period, known also as the elder brother of the famed strategist Zhuge Liang.
-
B.
Zhang Zhao
Zhang Zhao was a prominent statesman and strategist of the Eastern Wu kingdom during China’s Three Kingdoms period, known for his influential role in governance and military affairs.
-
C.
Liu Taigong
Liu Taigong was the father of Liu Bang (Emperor Gaozu of Han) and a respected elder whose lineage became the founding imperial family of the Han dynasty.
-
D.
Lu Su
Lu Su was a prominent statesman and military strategist of the Eastern Wu kingdom during China’s Three Kingdoms period, known for his role in shaping Sun Quan’s foreign and military policies.
-
E.
Zhuge Liang
Zhuge Liang was a renowned Chinese statesman, strategist, and military tactician who served the Shu Han state during the late Eastern Han dynasty and Three Kingdoms period.
- 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_69ca828a17248190b46defe758bc5ad3 |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69cb39bc07208190aa452cef8ca5b0d6 |
completed | March 31, 2026, 3:04 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cb5b7fef308190bbc74e13f4205192 |
completed | March 31, 2026, 5:28 a.m. |
| NEDg | Description generation | batch_69cb7630b8908190a0b8f4856bceea0a |
completed | March 31, 2026, 7:22 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cbbfb894588190971ade076acdbd5c |
completed | March 31, 2026, 12:36 p.m. |
Created at: March 30, 2026, 4:57 p.m.