Triple

T18501990
Position Surface form Disambiguated ID Type / Status
Subject Gao Gang E452095 entity
Predicate spouse P13 FINISHED
Object Li Zhao
Li Zhao was the wife of Chinese Communist leader Gao Gang, who was a prominent figure in the early years of the People's Republic of China.
 E1331731 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: Li Zhao | Statement: [Gao Gang, spouse, Li Zhao]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Li Zhao
Context triple: [Gao Gang, spouse, Li Zhao]
  • A. Li Zhao
    Li Zhao was the wife of former Chinese Communist Party General Secretary Hu Yaobang and is known primarily for her role as his spouse during his prominent political career.
  • B. Zhao Zheng
    Zhao Zheng is an actor known for appearing in the film or television production identified by the Special ID.
  • C. Liu Tsong
    Liu Tsong, better known by her stage name Anna May Wong, was a pioneering Chinese American film actress and the first major Asian American movie star in Hollywood.
  • D. Li Heng
    Li Heng, better known as Emperor Suzong of Tang, was a Chinese emperor who reigned during the mid-8th century and helped restore imperial authority after the An Lushan Rebellion.
  • E. 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.
  • 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: Li Zhao
Triple: [Gao Gang, spouse, Li Zhao]
Generated description
Li Zhao was the wife of Chinese Communist leader Gao Gang, who was a prominent figure in the early years of the People's Republic of China.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Li Zhao
Target entity description: Li Zhao was the wife of Chinese Communist leader Gao Gang, who was a prominent figure in the early years of the People's Republic of China.
  • A. Li Zhao
    Li Zhao was the wife of former Chinese Communist Party General Secretary Hu Yaobang and is known primarily for her role as his spouse during his prominent political career.
  • B. Zhao Zheng
    Zhao Zheng is an actor known for appearing in the film or television production identified by the Special ID.
  • C. Liu Tsong
    Liu Tsong, better known by her stage name Anna May Wong, was a pioneering Chinese American film actress and the first major Asian American movie star in Hollywood.
  • D. Li Heng
    Li Heng, better known as Emperor Suzong of Tang, was a Chinese emperor who reigned during the mid-8th century and helped restore imperial authority after the An Lushan Rebellion.
  • E. 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.
  • 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_69d8d3855d50819097fc8561b0299dd9 completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e532c535908190bdc90c58fc5bdaf7 completed April 19, 2026, 7:53 p.m.
NED1 Entity disambiguation (via context triple) batch_6a04f87a006c8190a2684ee6da79d8fd completed May 13, 2026, 10:17 p.m.
NEDg Description generation batch_6a04f9fc493881909ba9159748d4f3fb completed May 13, 2026, 10:23 p.m.
NED2 Entity disambiguation (via description) batch_6a04fad8daa88190961d643d30a52aa7 completed May 13, 2026, 10:27 p.m.
Created at: April 10, 2026, 11:36 a.m.