Triple
T10002923
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Zhang Fei |
E197370
|
entity |
| Predicate | participatedIn |
P149
|
FINISHED |
| Object |
Battle of Changban
The Battle of Changban was a famous engagement during the late Eastern Han dynasty in which Liu Bei’s forces, including the general Zhang Fei, conducted a desperate retreat from Cao Cao’s pursuing army, giving rise to several legendary episodes in Chinese historical lore.
|
E835804
|
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: Battle of Changban | Statement: [Zhang Fei, participatedIn, Battle of Changban]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Battle of Changban Context triple: [Zhang Fei, participatedIn, Battle of Changban]
-
A.
Battle of Xiaoting
The Battle of Xiaoting was a pivotal early 3rd-century clash during the Three Kingdoms period in China, where Liu Bei’s Shu forces were decisively defeated by Eastern Wu, reshaping the balance of power among the rival states.
-
B.
Battle of Xiapi
The Battle of Xiapi was a pivotal late Eastern Han dynasty conflict in which the warlord Cao Cao and his ally Liu Bei defeated Lü Bu, leading to Lü Bu’s capture and execution and significantly reshaping the power balance that preceded the Three Kingdoms period.
-
C.
Battle of Chibi
The Battle of Chibi was a decisive naval engagement during the late Eastern Han dynasty in which the allied forces of Sun Quan and Liu Bei halted Cao Cao’s southern expansion, shaping the subsequent Three Kingdoms period in China.
-
D.
Battle of Fancheng
The Battle of Fancheng was a key 13th-century clash in which Mongol forces besieged and captured the strategic Song-held city of Fancheng, contributing to the eventual fall of the Southern Song dynasty.
-
E.
Battle of Fancheng
The Battle of Fancheng was a pivotal conflict during China’s Three Kingdoms period in which the famed general Guan Yu suffered a major defeat that led to his capture and execution.
- 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: Battle of Changban Triple: [Zhang Fei, participatedIn, Battle of Changban]
Generated description
The Battle of Changban was a famous engagement during the late Eastern Han dynasty in which Liu Bei’s forces, including the general Zhang Fei, conducted a desperate retreat from Cao Cao’s pursuing army, giving rise to several legendary episodes in Chinese historical lore.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Battle of Changban Target entity description: The Battle of Changban was a famous engagement during the late Eastern Han dynasty in which Liu Bei’s forces, including the general Zhang Fei, conducted a desperate retreat from Cao Cao’s pursuing army, giving rise to several legendary episodes in Chinese historical lore.
-
A.
Battle of Xiaoting
The Battle of Xiaoting was a pivotal early 3rd-century clash during the Three Kingdoms period in China, where Liu Bei’s Shu forces were decisively defeated by Eastern Wu, reshaping the balance of power among the rival states.
-
B.
Battle of Xiapi
The Battle of Xiapi was a pivotal late Eastern Han dynasty conflict in which the warlord Cao Cao and his ally Liu Bei defeated Lü Bu, leading to Lü Bu’s capture and execution and significantly reshaping the power balance that preceded the Three Kingdoms period.
-
C.
Battle of Chibi
The Battle of Chibi was a decisive naval engagement during the late Eastern Han dynasty in which the allied forces of Sun Quan and Liu Bei halted Cao Cao’s southern expansion, shaping the subsequent Three Kingdoms period in China.
-
D.
Battle of Fancheng
The Battle of Fancheng was a key 13th-century clash in which Mongol forces besieged and captured the strategic Song-held city of Fancheng, contributing to the eventual fall of the Southern Song dynasty.
-
E.
Battle of Fancheng
The Battle of Fancheng was a pivotal conflict during China’s Three Kingdoms period in which the famed general Guan Yu suffered a major defeat that led to his capture and execution.
- 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_69ca82f3b61c81908ecc2c1c96dbc2e4 |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cdcd12f6488190bd5257b5f65437cc |
completed | April 2, 2026, 1:57 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d26a41e25881908c7d1e15daeffc44 |
completed | April 5, 2026, 1:57 p.m. |
| NEDg | Description generation | batch_69d26bd389c081909ca7b1c3144eb894 |
completed | April 5, 2026, 2:04 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d26c3d5f2081909bf1a1565b66eca9 |
completed | April 5, 2026, 2:05 p.m. |
Created at: March 30, 2026, 8:51 p.m.