Triple
T7984314
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Battle of Changping |
E185651
|
entity |
| Predicate | commander |
P1061
|
FINISHED |
| Object |
Zhao Kuo
Zhao Kuo was a Warring States–period general of the State of Zhao, best known for his disastrous leadership at the Battle of Changping against Qin.
|
E738145
|
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: Zhao Kuo | Statement: [Battle of Changping, commander, Zhao Kuo]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Zhao Kuo Context triple: [Battle of Changping, commander, Zhao Kuo]
-
A.
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.
-
B.
Zhang Bao
Zhang Bao was a key military and religious figure of the late Eastern Han dynasty, best known as one of the principal commanders of the Yellow Turban Rebellion alongside his brothers Zhang Jue and Zhang Liang.
-
C.
Zhu Houzhao
Zhu Houzhao, better known as the Zhengde Emperor, was a Ming dynasty ruler of China noted for his eccentric behavior, neglect of state affairs, and indulgent personal lifestyle.
-
D.
Gao Zhan
Gao Zhan, better known as Emperor Wucheng of Northern Qi, was a 6th-century Chinese ruler noted for his initially capable governance that later declined into decadence and contributed to his dynasty’s downfall.
-
E.
Zhao Sheng
Zhao Sheng was a Chinese revolutionary associated with the Tongmenghui, the anti-Qing organization that helped pave the way for the 1911 Xinhai Revolution and the founding of the Republic of 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: Zhao Kuo Triple: [Battle of Changping, commander, Zhao Kuo]
Generated description
Zhao Kuo was a Warring States–period general of the State of Zhao, best known for his disastrous leadership at the Battle of Changping against Qin.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Zhao Kuo Target entity description: Zhao Kuo was a Warring States–period general of the State of Zhao, best known for his disastrous leadership at the Battle of Changping against Qin.
-
A.
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.
-
B.
Zhang Bao
Zhang Bao was a key military and religious figure of the late Eastern Han dynasty, best known as one of the principal commanders of the Yellow Turban Rebellion alongside his brothers Zhang Jue and Zhang Liang.
-
C.
Zhu Houzhao
Zhu Houzhao, better known as the Zhengde Emperor, was a Ming dynasty ruler of China noted for his eccentric behavior, neglect of state affairs, and indulgent personal lifestyle.
-
D.
Gao Zhan
Gao Zhan, better known as Emperor Wucheng of Northern Qi, was a 6th-century Chinese ruler noted for his initially capable governance that later declined into decadence and contributed to his dynasty’s downfall.
-
E.
Zhao Sheng
Zhao Sheng was a Chinese revolutionary associated with the Tongmenghui, the anti-Qing organization that helped pave the way for the 1911 Xinhai Revolution and the founding of the Republic of 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_69ca829a2cfc819083d591d58ec04075 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb3c2b543c81909b82bc478d579e0b |
completed | March 31, 2026, 3:14 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce4d4b34c481908cc32513063e5f02 |
completed | April 2, 2026, 11:04 a.m. |
| NEDg | Description generation | batch_69ce4f556a408190b404481a32b2457b |
completed | April 2, 2026, 11:13 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ce503737a4819083ebf9f410eac826 |
completed | April 2, 2026, 11:17 a.m. |
Created at: March 30, 2026, 5:15 p.m.