Triple

T13146162
Position Surface form Disambiguated ID Type / Status
Subject Mark Lee Ping-bing E312339 entity
Predicate name P16 FINISHED
Object Lee Ping-bing
Lee Ping-bing is a renowned Taiwanese cinematographer celebrated for his lyrical visual style and collaborations with prominent Asian auteurs such as Hou Hsiao-hsien and Wong Kar-wai.
E1026844 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: Lee Ping-bing | Statement: [Mark Lee Ping-bing, name, Lee Ping-bing]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lee Ping-bing
Context triple: [Mark Lee Ping-bing, name, Lee Ping-bing]
  • A. 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.
  • B. Zhou Xun
    Zhou Xun is a renowned Chinese actress and singer celebrated for her versatile performances in film and television and regarded as one of the leading figures of contemporary Chinese cinema.
  • C. Liu Hong
    Liu Hong, better known by his temple name Emperor Ling of Han, was a late Eastern Han dynasty emperor whose troubled reign saw increasing eunuch dominance and widespread corruption that contributed to the dynasty’s decline.
  • 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. Cheng Pei-pei
    Cheng Pei-pei is a pioneering Chinese actress and martial arts film star, best known for her influential roles in classic wuxia cinema.
  • 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: Lee Ping-bing
Triple: [Mark Lee Ping-bing, name, Lee Ping-bing]
Generated description
Lee Ping-bing is a renowned Taiwanese cinematographer celebrated for his lyrical visual style and collaborations with prominent Asian auteurs such as Hou Hsiao-hsien and Wong Kar-wai.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lee Ping-bing
Target entity description: Lee Ping-bing is a renowned Taiwanese cinematographer celebrated for his lyrical visual style and collaborations with prominent Asian auteurs such as Hou Hsiao-hsien and Wong Kar-wai.
  • A. 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.
  • B. Zhou Xun
    Zhou Xun is a renowned Chinese actress and singer celebrated for her versatile performances in film and television and regarded as one of the leading figures of contemporary Chinese cinema.
  • C. Liu Hong
    Liu Hong, better known by his temple name Emperor Ling of Han, was a late Eastern Han dynasty emperor whose troubled reign saw increasing eunuch dominance and widespread corruption that contributed to the dynasty’s decline.
  • 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. Cheng Pei-pei
    Cheng Pei-pei is a pioneering Chinese actress and martial arts film star, best known for her influential roles in classic wuxia cinema.
  • 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_69d806aabde48190899e13e41659cae5 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d98bcf6d0c819081d078f33e4bdedc completed April 10, 2026, 11:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6f5da0f708190b848601e571a9fff completed May 3, 2026, 7:14 a.m.
NEDg Description generation batch_69f6f7c97c688190b359cd240ea0aa28 completed May 3, 2026, 7:22 a.m.
NED2 Entity disambiguation (via description) batch_69f6f85149cc8190adf68387475d3286 completed May 3, 2026, 7:25 a.m.
Created at: April 9, 2026, 9:10 p.m.