Triple
T13813872
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Snow Flower and the Secret Fan |
E331962
|
entity |
| Predicate | starring |
P1507
|
FINISHED |
| Object |
Li Bingbing
Li Bingbing is a Chinese actress known internationally for her roles in both Chinese cinema and Hollywood films, including action and science fiction blockbusters.
|
E1065291
|
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 Bingbing | Statement: [Snow Flower and the Secret Fan, starring, Li Bingbing]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Li Bingbing Context triple: [Snow Flower and the Secret Fan, starring, Li Bingbing]
-
A.
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.
-
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.
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."
-
D.
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.
-
E.
Min Xiao-Fen
Min Xiao-Fen is a Chinese-born, New York–based pipa virtuoso and composer known for blending traditional Chinese music with jazz and contemporary experimental styles.
- 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 Bingbing Triple: [Snow Flower and the Secret Fan, starring, Li Bingbing]
Generated description
Li Bingbing is a Chinese actress known internationally for her roles in both Chinese cinema and Hollywood films, including action and science fiction blockbusters.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Li Bingbing Target entity description: Li Bingbing is a Chinese actress known internationally for her roles in both Chinese cinema and Hollywood films, including action and science fiction blockbusters.
-
A.
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.
-
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.
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."
-
D.
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.
-
E.
Min Xiao-Fen
Min Xiao-Fen is a Chinese-born, New York–based pipa virtuoso and composer known for blending traditional Chinese music with jazz and contemporary experimental styles.
- 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_69d81c59f8808190a851bc56afdc55e9 |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de027198f8819095da3e714ac241f5 |
completed | April 14, 2026, 9:01 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7c0e6d5cc819087ccdbfc00f16542 |
completed | May 3, 2026, 9:40 p.m. |
| NEDg | Description generation | batch_69f7c20da9448190b3167b091bd39b94 |
completed | May 3, 2026, 9:45 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f7c2cc63148190b9ca2828abe54286 |
completed | May 3, 2026, 9:49 p.m. |
Created at: April 9, 2026, 10:12 p.m.