Triple

T15459446
Position Surface form Disambiguated ID Type / Status
Subject Liu E371857 entity
Predicate notableBearer P458 FINISHED
Object Liu Biao
Liu Biao was a late Eastern Han dynasty warlord and governor of Jing Province, known for his cautious rule and involvement in the power struggles preceding the Three Kingdoms period.
E1158763 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: Liu Biao | Statement: [Liu, notableBearer, Liu Biao]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Liu Biao
Context triple: [Liu, notableBearer, Liu Biao]
  • A. 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.
  • B. Lü Bu
    Lü Bu was a famed but notoriously treacherous warlord and warrior of the late Eastern Han dynasty, celebrated for his unmatched martial prowess and often depicted as the mightiest fighter of the Three Kingdoms era.
  • C. Guan Shu
    Guan Shu was an ancient Zhou dynasty noble and younger brother of King Wu of Zhou, known for his role in early Zhou politics and the Rebellion of the Three Guards.
  • D. 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.
  • E. 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.
  • 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: Liu Biao
Triple: [Liu, notableBearer, Liu Biao]
Generated description
Liu Biao was a late Eastern Han dynasty warlord and governor of Jing Province, known for his cautious rule and involvement in the power struggles preceding the Three Kingdoms period.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Liu Biao
Target entity description: Liu Biao was a late Eastern Han dynasty warlord and governor of Jing Province, known for his cautious rule and involvement in the power struggles preceding the Three Kingdoms period.
  • A. 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.
  • B. Lü Bu
    Lü Bu was a famed but notoriously treacherous warlord and warrior of the late Eastern Han dynasty, celebrated for his unmatched martial prowess and often depicted as the mightiest fighter of the Three Kingdoms era.
  • C. Guan Shu
    Guan Shu was an ancient Zhou dynasty noble and younger brother of King Wu of Zhou, known for his role in early Zhou politics and the Rebellion of the Three Guards.
  • D. 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.
  • E. 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.
  • 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_69d85cc8bd308190886949510b42e764 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e03f1623f0819086f6fc2bfd536609 completed April 16, 2026, 1:44 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff2cfd76cc8190b3d8148ffe872887 completed May 9, 2026, 12:47 p.m.
NEDg Description generation batch_69ff2ead88b0819093046c5f0dae8674 completed May 9, 2026, 12:55 p.m.
NED2 Entity disambiguation (via description) batch_69ff2f4a404c81909a391d3d2cba1ee8 completed May 9, 2026, 12:57 p.m.
Created at: April 10, 2026, 3:32 a.m.