Triple

T15459442
Position Surface form Disambiguated ID Type / Status
Subject Liu E371857 entity
Predicate notableBearer P458 FINISHED
Object Liu Yifei
Liu Yifei is a Chinese-American actress, singer, and model best known internationally for starring as the title character in Disney’s live-action film "Mulan."
 E1157472 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 Yifei | Statement: [Liu, notableBearer, Liu Yifei]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Liu Yifei
Context triple: [Liu, notableBearer, Liu Yifei]
  • A. Jiang Yili
    Jiang Yili was a Qing dynasty official who served as a high-ranking regional administrator and military commander in southern China.
  • B. Chen Yifei
    Chen Yifei was a prominent Chinese painter and film director known for his romantic realist style and influential role in modern Chinese art.
  • C. Zhou Dongyu
    Zhou Dongyu is a prominent Chinese actress acclaimed for her versatile performances in films such as "Under the Hawthorn Tree" and "Soul Mate," for which she has received multiple major acting awards.
  • D. Tang Wei
    Tang Wei is a Chinese actress best known internationally for her breakout leading role in Ang Lee’s espionage thriller film "Lust, Caution."
  • E. Li Xian
    Li Xian was the final emperor of the Western Xia dynasty, whose reign ended with the Mongol conquest that destroyed the state.
  • 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 Yifei
Triple: [Liu, notableBearer, Liu Yifei]
Generated description
Liu Yifei is a Chinese-American actress, singer, and model best known internationally for starring as the title character in Disney’s live-action film "Mulan."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Liu Yifei
Target entity description: Liu Yifei is a Chinese-American actress, singer, and model best known internationally for starring as the title character in Disney’s live-action film "Mulan."
  • A. Jiang Yili
    Jiang Yili was a Qing dynasty official who served as a high-ranking regional administrator and military commander in southern China.
  • B. Chen Yifei
    Chen Yifei was a prominent Chinese painter and film director known for his romantic realist style and influential role in modern Chinese art.
  • C. Zhou Dongyu
    Zhou Dongyu is a prominent Chinese actress acclaimed for her versatile performances in films such as "Under the Hawthorn Tree" and "Soul Mate," for which she has received multiple major acting awards.
  • D. Tang Wei
    Tang Wei is a Chinese actress best known internationally for her breakout leading role in Ang Lee’s espionage thriller film "Lust, Caution."
  • E. Li Xian
    Li Xian was the final emperor of the Western Xia dynasty, whose reign ended with the Mongol conquest that destroyed the state.
  • 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_69ff21b9817c819082e5c571b08bafb5 completed May 9, 2026, 11:59 a.m.
NEDg Description generation batch_69ff2299ac9481909ad213ff5bb01db3 completed May 9, 2026, 12:03 p.m.
NED2 Entity disambiguation (via description) batch_69ff2325e6a48190bee256ef8720ba8e completed May 9, 2026, 12:05 p.m.
Created at: April 10, 2026, 3:32 a.m.