Triple

T10002947
Position Surface form Disambiguated ID Type / Status
Subject Zhang Fei E197370 entity
Predicate associatedWith P37 FINISHED
Object Battle of Changban bridge incident
The Battle of Changban bridge incident is a famous episode from the late Eastern Han period in which the warrior Zhang Fei reportedly held off pursuing enemy forces at a bridge to protect Liu Bei’s retreat, becoming a legendary symbol of bravery in Chinese history and the Romance of the Three Kingdoms.
E835807 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 bridge incident | Statement: [Zhang Fei, associatedWith, Battle of Changban bridge incident]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Battle of Changban bridge incident
Context triple: [Zhang Fei, associatedWith, Battle of Changban bridge incident]
  • A. Huanggutun Incident
    The Huanggutun Incident was a 1928 assassination bombing near Shenyang in which Japanese officers killed Chinese warlord Zhang Zuolin, marking a key escalation of Japanese interference in Manchuria.
  • B. Jingkang incident
    The Jingkang incident was a pivotal 1127 crisis in Chinese history when Jurchen forces captured the Northern Song capital of Kaifeng and abducted the emperor and his court, leading to the fall of the Northern Song and the establishment of the Southern Song dynasty.
  • C. Wushe Incident
    The Wushe Incident was a 1930 armed uprising by the Seediq indigenous people against Japanese colonial authorities in central Taiwan, marking one of the most significant anti-colonial rebellions during Japanese rule.
  • D. Anhui Incident
    The Anhui Incident was a 1941 clash between Chinese Nationalist forces and the Communist New Fourth Army that shattered their united front during the Second Sino-Japanese War.
  • E. Nomonhan Incident
    The Nomonhan Incident was a 1939 border war between Japan and the Soviet Union (with Mongolia) near the Khalkhin Gol river that ended in a decisive Soviet victory and helped deter further Japanese expansion into Siberia.
  • 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 bridge incident
Triple: [Zhang Fei, associatedWith, Battle of Changban bridge incident]
Generated description
The Battle of Changban bridge incident is a famous episode from the late Eastern Han period in which the warrior Zhang Fei reportedly held off pursuing enemy forces at a bridge to protect Liu Bei’s retreat, becoming a legendary symbol of bravery in Chinese history and the Romance of the Three Kingdoms.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Battle of Changban bridge incident
Target entity description: The Battle of Changban bridge incident is a famous episode from the late Eastern Han period in which the warrior Zhang Fei reportedly held off pursuing enemy forces at a bridge to protect Liu Bei’s retreat, becoming a legendary symbol of bravery in Chinese history and the Romance of the Three Kingdoms.
  • A. Huanggutun Incident
    The Huanggutun Incident was a 1928 assassination bombing near Shenyang in which Japanese officers killed Chinese warlord Zhang Zuolin, marking a key escalation of Japanese interference in Manchuria.
  • B. Jingkang incident
    The Jingkang incident was a pivotal 1127 crisis in Chinese history when Jurchen forces captured the Northern Song capital of Kaifeng and abducted the emperor and his court, leading to the fall of the Northern Song and the establishment of the Southern Song dynasty.
  • C. Wushe Incident
    The Wushe Incident was a 1930 armed uprising by the Seediq indigenous people against Japanese colonial authorities in central Taiwan, marking one of the most significant anti-colonial rebellions during Japanese rule.
  • D. Anhui Incident
    The Anhui Incident was a 1941 clash between Chinese Nationalist forces and the Communist New Fourth Army that shattered their united front during the Second Sino-Japanese War.
  • E. Nomonhan Incident
    The Nomonhan Incident was a 1939 border war between Japan and the Soviet Union (with Mongolia) near the Khalkhin Gol river that ended in a decisive Soviet victory and helped deter further Japanese expansion into Siberia.
  • 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.