Triple

T12210727
Position Surface form Disambiguated ID Type / Status
Subject Chu–Han Contention E290948 entity
Predicate hasLeader P981 FINISHED
Object Zhang Liang
Zhang Liang was a prominent strategist and statesman who advised Liu Bang in the founding of the Han dynasty during the late Qin and early Han periods of Chinese history.
E975256 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: [Chu–Han Contention, hasLeader, Zhang Liang]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Zhang Liang
Context triple: [Chu–Han Contention, hasLeader, Zhang Liang]
  • A. Zhang Liang
    Zhang Liang was a key military leader and strategist during the late Eastern Han dynasty, notably associated with the Yellow Turban Rebellion.
  • B. Han Xin
    Han Xin was a brilliant Chinese military strategist and general whose campaigns were crucial to Liu Bang’s victory in the Chu–Han Contention and the founding of the Han dynasty.
  • C. Zhuge Zhan
    Zhuge Zhan was a military general and official of the state of Shu Han during China’s Three Kingdoms period, known as the son and heir of the famed strategist Zhuge Liang.
  • D. Fa Zheng
    Fa Zheng was a prominent strategist and advisor during the Three Kingdoms period of China, best known for his crucial support of Liu Bei’s rise to power.
  • E. 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.
  • 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: [Chu–Han Contention, hasLeader, Zhang Liang]
Generated description
Zhang Liang was a prominent strategist and statesman who advised Liu Bang in the founding of the Han dynasty during the late Qin and early Han periods of Chinese history.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Zhang Liang
Target entity description: Zhang Liang was a prominent strategist and statesman who advised Liu Bang in the founding of the Han dynasty during the late Qin and early Han periods of Chinese history.
  • A. Zhang Liang
    Zhang Liang was a key military leader and strategist during the late Eastern Han dynasty, notably associated with the Yellow Turban Rebellion.
  • B. Han Xin
    Han Xin was a brilliant Chinese military strategist and general whose campaigns were crucial to Liu Bang’s victory in the Chu–Han Contention and the founding of the Han dynasty.
  • C. Zhuge Zhan
    Zhuge Zhan was a military general and official of the state of Shu Han during China’s Three Kingdoms period, known as the son and heir of the famed strategist Zhuge Liang.
  • D. Fa Zheng
    Fa Zheng was a prominent strategist and advisor during the Three Kingdoms period of China, best known for his crucial support of Liu Bei’s rise to power.
  • E. 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.
  • 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_69d6ab65923081909acfc61b7a612233 completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d91c7ed4688190b0546b784e36b0ec completed April 10, 2026, 3:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69f61e5666f48190a28eed761e7b9210 completed May 2, 2026, 3:55 p.m.
NEDg Description generation batch_69f62260d6708190808e52935a27e2c1 completed May 2, 2026, 4:12 p.m.
NED2 Entity disambiguation (via description) batch_69f6230f4c8081908a759efa43b4800b completed May 2, 2026, 4:15 p.m.
Created at: April 8, 2026, 9:51 p.m.