Triple

T12231875
Position Surface form Disambiguated ID Type / Status
Subject Shang-Chi E291493 entity
Predicate family P566 FINISHED
Object Zheng Zu
Zheng Zu is a powerful and long-lived martial arts master and sorcerer in Marvel Comics, best known as Shang-Chi’s villainous father and a recurring mastermind antagonist.
E974877 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: Zheng Zu | Statement: [Shang-Chi, family, Zheng Zu]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Zheng Zu
Context triple: [Shang-Chi, family, Zheng Zu]
  • A. Cao Teng
    Cao Teng was a high-ranking eunuch official of the Eastern Han dynasty and the paternal grandfather of the warlord Cao Cao.
  • B. 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.
  • C. Zhao Zheng
    Zhao Zheng is an actor known for appearing in the film or television production identified by the Special ID.
  • D. 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.
  • 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: Zheng Zu
Triple: [Shang-Chi, family, Zheng Zu]
Generated description
Zheng Zu is a powerful and long-lived martial arts master and sorcerer in Marvel Comics, best known as Shang-Chi’s villainous father and a recurring mastermind antagonist.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Zheng Zu
Target entity description: Zheng Zu is a powerful and long-lived martial arts master and sorcerer in Marvel Comics, best known as Shang-Chi’s villainous father and a recurring mastermind antagonist.
  • A. Cao Teng
    Cao Teng was a high-ranking eunuch official of the Eastern Han dynasty and the paternal grandfather of the warlord Cao Cao.
  • B. 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.
  • C. Zhao Zheng
    Zhao Zheng is an actor known for appearing in the film or television production identified by the Special ID.
  • D. 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.
  • 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_69d6ab668acc8190963ba424049d6aee completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d91ca45bd48190b8b7f6b29b6bb25b completed April 10, 2026, 3:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69f61e5e32908190a3c1e75ba336ad89 completed May 2, 2026, 3:55 p.m.
NEDg Description generation batch_69f61f9386548190a749445a404db3a2 completed May 2, 2026, 4 p.m.
NED2 Entity disambiguation (via description) batch_69f6208024988190b279c10a1ace9a28 completed May 2, 2026, 4:04 p.m.
Created at: April 8, 2026, 9:51 p.m.