Triple

T7947620
Position Surface form Disambiguated ID Type / Status
Subject Liu Bei E184534 entity
Predicate servedUnder P258 FINISHED
Object Gongsun Zan
Gongsun Zan was a warlord and military commander during the late Eastern Han dynasty, known for his cavalry forces and early role in the power struggles that preceded the Three Kingdoms period.
E731628 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: Gongsun Zan | Statement: [Liu Bei, servedUnder, Gongsun Zan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gongsun Zan
Context triple: [Liu Bei, servedUnder, Gongsun Zan]
  • A. Ma Chao
    Ma Chao was a famed military general and warlord of the late Eastern Han and Three Kingdoms period, renowned for his bravery and role as one of the Five Tiger Generals of Shu.
  • B. Cao Zhang
    Cao Zhang was a military general and prince of the state of Cao Wei during China’s Three Kingdoms period, known as a son of warlord Cao Cao and a brother of the first Wei emperor, Cao Pi.
  • C. Sun Jian
    Sun Jian was a prominent late Eastern Han dynasty warlord and military general, famed as the father of Sun Ce and Sun Quan, who laid the foundations for the state of Eastern Wu during the Three Kingdoms period.
  • D. 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.
  • E. 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.
  • 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: Gongsun Zan
Triple: [Liu Bei, servedUnder, Gongsun Zan]
Generated description
Gongsun Zan was a warlord and military commander during the late Eastern Han dynasty, known for his cavalry forces and early role in the power struggles that preceded the Three Kingdoms period.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gongsun Zan
Target entity description: Gongsun Zan was a warlord and military commander during the late Eastern Han dynasty, known for his cavalry forces and early role in the power struggles that preceded the Three Kingdoms period.
  • A. Ma Chao
    Ma Chao was a famed military general and warlord of the late Eastern Han and Three Kingdoms period, renowned for his bravery and role as one of the Five Tiger Generals of Shu.
  • B. Cao Zhang
    Cao Zhang was a military general and prince of the state of Cao Wei during China’s Three Kingdoms period, known as a son of warlord Cao Cao and a brother of the first Wei emperor, Cao Pi.
  • C. Sun Jian
    Sun Jian was a prominent late Eastern Han dynasty warlord and military general, famed as the father of Sun Ce and Sun Quan, who laid the foundations for the state of Eastern Wu during the Three Kingdoms period.
  • D. 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.
  • E. 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.
  • 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_69ca8291c2008190b1b8832c87814bcf completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb3b2abdbc819085ae53826d36af3b completed March 31, 2026, 3:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69ce01c37978819090922f7fc273edc9 completed April 2, 2026, 5:42 a.m.
NEDg Description generation batch_69ce064211e48190b558d4355be659ba completed April 2, 2026, 6:01 a.m.
NED2 Entity disambiguation (via description) batch_69ce07a390048190ac26a7e3d3d561e0 completed April 2, 2026, 6:07 a.m.
Created at: March 30, 2026, 5:09 p.m.