Triple

T1626131
Position Surface form Disambiguated ID Type / Status
Subject Three Kingdoms period E35147 entity
Predicate notableFigure P4290 FINISHED
Object Zhuge Liang
Zhuge Liang was a renowned Chinese statesman, strategist, and military tactician who served the Shu Han state during the late Eastern Han dynasty and Three Kingdoms period.
E188257 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: Zhuge Liang | Statement: [Three Kingdoms period, notableFigure, Zhuge Liang]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Zhuge Liang
Context triple: [Three Kingdoms period, notableFigure, Zhuge Liang]
  • A. Liu Bei
    Liu Bei was a warlord and founding emperor of the Shu Han state, renowned for his role in the Three Kingdoms era of China and his later romanticized portrayal as a virtuous, benevolent leader.
  • B. Ma Biao
    Ma Biao was a prominent Chinese Muslim general of the National Revolutionary Army who played key roles in several major campaigns during the Republican era.
  • C. Shu Chien
    Shu Chien is a renowned Chinese-American physiologist and bioengineer recognized for pioneering contributions to cardiovascular biomechanics and microcirculation research.
  • D. Wei Lihuang
    Wei Lihuang was a prominent Nationalist Chinese general best known for his leadership of Chinese forces against Japan during the Second Sino-Japanese War and World War II.
  • E. Kun Huang
    Kun Huang was a prominent Chinese physicist and crystallographer known for his influential work in solid-state physics and lattice dynamics.
  • 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: Zhuge Liang
Triple: [Three Kingdoms period, notableFigure, Zhuge Liang]
Generated description
Zhuge Liang was a renowned Chinese statesman, strategist, and military tactician who served the Shu Han state during the late Eastern Han dynasty and Three Kingdoms period.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Zhuge Liang
Target entity description: Zhuge Liang was a renowned Chinese statesman, strategist, and military tactician who served the Shu Han state during the late Eastern Han dynasty and Three Kingdoms period.
  • A. Liu Bei
    Liu Bei was a warlord and founding emperor of the Shu Han state, renowned for his role in the Three Kingdoms era of China and his later romanticized portrayal as a virtuous, benevolent leader.
  • B. Ma Biao
    Ma Biao was a prominent Chinese Muslim general of the National Revolutionary Army who played key roles in several major campaigns during the Republican era.
  • C. Shu Chien
    Shu Chien is a renowned Chinese-American physiologist and bioengineer recognized for pioneering contributions to cardiovascular biomechanics and microcirculation research.
  • D. Wei Lihuang
    Wei Lihuang was a prominent Nationalist Chinese general best known for his leadership of Chinese forces against Japan during the Second Sino-Japanese War and World War II.
  • E. Kun Huang
    Kun Huang was a prominent Chinese physicist and crystallographer known for his influential work in solid-state physics and lattice dynamics.
  • 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_69a886023194819080a3fccd6e325d0e completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a909d2fbe881908451ecd363cc33b0 completed March 5, 2026, 4:42 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad6810e09c81909a214d16d865646a completed March 8, 2026, 12:14 p.m.
NEDg Description generation batch_69ad693c04bc8190acc3566472a773f7 completed March 8, 2026, 12:19 p.m.
NED2 Entity disambiguation (via description) batch_69ad69b46fe88190a4dc1568cabc69b6 completed March 8, 2026, 12:21 p.m.
Created at: March 4, 2026, 7:28 p.m.