Triple

T12146164
Position Surface form Disambiguated ID Type / Status
Subject Peng Shige E289326 entity
Predicate hasStudent P48 FINISHED
Object Liang Guo
Liang Guo is a mathematician known as a student of the prominent Chinese probabilist Peng Shige.
E970163 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: Liang Guo | Statement: [Peng Shige, hasStudent, Liang Guo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Liang Guo
Context triple: [Peng Shige, hasStudent, Liang Guo]
  • A. Gongsun Hong
    Gongsun Hong was a prominent Western Han dynasty statesman and Confucian scholar who rose from humble origins to become a leading architect of Emperor Wu’s centralizing and meritocratic policies.
  • B. Liu Zhao
    Liu Zhao, better known as Emperor He of Han, was an Eastern Han dynasty emperor whose reign saw significant influence from imperial in-laws and eunuchs over court politics.
  • C. Duan Gong
    Duan Gong was the era name used during part of the reign of Emperor Taizong of the Song dynasty in imperial China.
  • D. Cao Wei
    Cao Wei was a powerful Chinese state founded by the Cao family that ruled northern China during the Three Kingdoms period following the fall of the Han dynasty.
  • E. 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.
  • 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: Liang Guo
Triple: [Peng Shige, hasStudent, Liang Guo]
Generated description
Liang Guo is a mathematician known as a student of the prominent Chinese probabilist Peng Shige.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Liang Guo
Target entity description: Liang Guo is a mathematician known as a student of the prominent Chinese probabilist Peng Shige.
  • A. Gongsun Hong
    Gongsun Hong was a prominent Western Han dynasty statesman and Confucian scholar who rose from humble origins to become a leading architect of Emperor Wu’s centralizing and meritocratic policies.
  • B. Liu Zhao
    Liu Zhao, better known as Emperor He of Han, was an Eastern Han dynasty emperor whose reign saw significant influence from imperial in-laws and eunuchs over court politics.
  • C. Duan Gong
    Duan Gong was the era name used during part of the reign of Emperor Taizong of the Song dynasty in imperial China.
  • D. Cao Wei
    Cao Wei was a powerful Chinese state founded by the Cao family that ruled northern China during the Three Kingdoms period following the fall of the Han dynasty.
  • E. 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.
  • 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_69d6ab4c6710819097a9d228382dde43 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d915ac2ebc81909155f9b2fb4a2252 completed April 10, 2026, 3:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69f60a7e24ac819083e85fb8edb2ed2c completed May 2, 2026, 2:30 p.m.
NEDg Description generation batch_69f60bdb39f48190ad6bc51db6c34163 completed May 2, 2026, 2:36 p.m.
NED2 Entity disambiguation (via description) batch_69f60d4889d48190b2dfda8a0978cc72 completed May 2, 2026, 2:42 p.m.
Created at: April 8, 2026, 9:49 p.m.