Triple
T8385015
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Infernal Affairs |
E197793
|
entity |
| Predicate | character |
P662
|
FINISHED |
| Object |
Lau Kin-ming
Lau Kin-ming is a central character in the Hong Kong crime thriller "Infernal Affairs," portrayed as a triad mole who infiltrates the police force while struggling with his divided loyalties and identity.
|
E743471
|
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: Lau Kin-ming | Statement: [Infernal Affairs, character, Lau Kin-ming]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lau Kin-ming Context triple: [Infernal Affairs, character, Lau Kin-ming]
-
A.
Tony Leung Chiu-wai
Tony Leung Chiu-wai is an acclaimed Hong Kong actor renowned for his nuanced performances in films by directors like Wong Kar-wai and for being one of Asian cinema’s most respected leading men.
-
B.
Yu Lik-wai
Yu Lik-wai is a Hong Kong cinematographer and film director best known for his long-time collaboration with Chinese auteur Jia Zhangke on critically acclaimed art-house films.
-
C.
Zhang Hanyu
Zhang Hanyu is a Chinese actor known for his powerful performances in films such as "Assembly" and "The Taking of Tiger Mountain."
-
D.
Andy Lau
Andy Lau is a renowned Hong Kong actor and Cantopop singer, widely regarded as one of the most successful and influential stars in the Chinese entertainment industry.
-
E.
Chow Yun-fat
Chow Yun-fat is a renowned Hong Kong actor celebrated for his charismatic performances in action and drama films such as "A Better Tomorrow" and "Crouching Tiger, Hidden Dragon."
- 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: Lau Kin-ming Triple: [Infernal Affairs, character, Lau Kin-ming]
Generated description
Lau Kin-ming is a central character in the Hong Kong crime thriller "Infernal Affairs," portrayed as a triad mole who infiltrates the police force while struggling with his divided loyalties and identity.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lau Kin-ming Target entity description: Lau Kin-ming is a central character in the Hong Kong crime thriller "Infernal Affairs," portrayed as a triad mole who infiltrates the police force while struggling with his divided loyalties and identity.
-
A.
Tony Leung Chiu-wai
Tony Leung Chiu-wai is an acclaimed Hong Kong actor renowned for his nuanced performances in films by directors like Wong Kar-wai and for being one of Asian cinema’s most respected leading men.
-
B.
Yu Lik-wai
Yu Lik-wai is a Hong Kong cinematographer and film director best known for his long-time collaboration with Chinese auteur Jia Zhangke on critically acclaimed art-house films.
-
C.
Zhang Hanyu
Zhang Hanyu is a Chinese actor known for his powerful performances in films such as "Assembly" and "The Taking of Tiger Mountain."
-
D.
Andy Lau
Andy Lau is a renowned Hong Kong actor and Cantopop singer, widely regarded as one of the most successful and influential stars in the Chinese entertainment industry.
-
E.
Chow Yun-fat
Chow Yun-fat is a renowned Hong Kong actor celebrated for his charismatic performances in action and drama films such as "A Better Tomorrow" and "Crouching Tiger, Hidden Dragon."
- 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_69ca82f749388190bffbea6dfb509016 |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cb80e03eb08190a458c9caa0524e0f |
completed | March 31, 2026, 8:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce889d38508190977b112db0253606 |
completed | April 2, 2026, 3:17 p.m. |
| NEDg | Description generation | batch_69ce8c9727208190adf14e7d2ba7af17 |
completed | April 2, 2026, 3:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ce8d595d80819093a1b849bcb3c7c7 |
completed | April 2, 2026, 3:38 p.m. |
Created at: March 30, 2026, 6:02 p.m.