Triple
T15982388
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Transformers: Age of Extinction |
E387606
|
entity |
| Predicate | castMember |
P1668
|
FINISHED |
| Object | Li Bingbing |
E1065291
|
NE FINISHED |
How this triple was built (2 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: [Transformers: Age of Extinction, castMember, Li Bingbing]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Li Bingbing Context triple: [Transformers: Age of Extinction, castMember, Li Bingbing]
-
A.
Li Bingbing
chosen
Li Bingbing is a Chinese actress known internationally for her roles in both Chinese cinema and Hollywood films, including action and science fiction blockbusters.
-
B.
Fan Bingbing
Fan Bingbing is a Chinese actress, producer, and singer known for her prominent roles in Chinese cinema and television as well as appearances in international films.
-
C.
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.
-
D.
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.
-
E.
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."
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d86da94ccc819083d187f5dc6a123e |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e15755b5548190acfa29eecb11e675 |
completed | April 16, 2026, 9:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffcf1abad48190a42510605c30d0b3 |
completed | May 10, 2026, 12:19 a.m. |
Created at: April 10, 2026, 4:54 a.m.