Triple
T9802391
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chow Yun-fat |
E237870
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
A Better Tomorrow II
A Better Tomorrow II is a 1987 Hong Kong action crime film directed by John Woo, known for its stylized gunplay, themes of brotherhood and loyalty, and Chow Yun-fat’s iconic dual-role performance.
|
E828978
|
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: A Better Tomorrow II | Statement: [Chow Yun-fat, notableWork, A Better Tomorrow II]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: A Better Tomorrow II Context triple: [Chow Yun-fat, notableWork, A Better Tomorrow II]
-
A.
A Better Tomorrow
"A Better Tomorrow" is a socially conscious, reflective track by the Wu-Tang Clan that emphasizes hope, unity, and overcoming struggle.
-
B.
A Better Tomorrow
A Better Tomorrow is a landmark 1986 Hong Kong action film that helped define the heroic bloodshed genre and launched director John Woo and star Chow Yun-fat to international fame.
-
C.
The Man from Hong Kong
The Man from Hong Kong is a 1975 Australian–Hong Kong action film known for its high-energy martial arts sequences and for featuring former James Bond actor George Lazenby in a villainous role.
-
D.
Infernal Affairs II
Infernal Affairs II is a Hong Kong crime thriller prequel that explores the backstories and power struggles of triad members and undercover cops leading up to the events of the original Infernal Affairs.
-
E.
Police Story
Police Story is a landmark 1985 Hong Kong action film starring and directed by Jackie Chan, renowned for its innovative stunts, blend of martial arts and comedy, and major influence on the action genre.
- 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: A Better Tomorrow II Triple: [Chow Yun-fat, notableWork, A Better Tomorrow II]
Generated description
A Better Tomorrow II is a 1987 Hong Kong action crime film directed by John Woo, known for its stylized gunplay, themes of brotherhood and loyalty, and Chow Yun-fat’s iconic dual-role performance.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: A Better Tomorrow II Target entity description: A Better Tomorrow II is a 1987 Hong Kong action crime film directed by John Woo, known for its stylized gunplay, themes of brotherhood and loyalty, and Chow Yun-fat’s iconic dual-role performance.
-
A.
A Better Tomorrow
"A Better Tomorrow" is a socially conscious, reflective track by the Wu-Tang Clan that emphasizes hope, unity, and overcoming struggle.
-
B.
A Better Tomorrow
A Better Tomorrow is a landmark 1986 Hong Kong action film that helped define the heroic bloodshed genre and launched director John Woo and star Chow Yun-fat to international fame.
-
C.
The Man from Hong Kong
The Man from Hong Kong is a 1975 Australian–Hong Kong action film known for its high-energy martial arts sequences and for featuring former James Bond actor George Lazenby in a villainous role.
-
D.
Infernal Affairs II
Infernal Affairs II is a Hong Kong crime thriller prequel that explores the backstories and power struggles of triad members and undercover cops leading up to the events of the original Infernal Affairs.
-
E.
Police Story
Police Story is a landmark 1985 Hong Kong action film starring and directed by Jackie Chan, renowned for its innovative stunts, blend of martial arts and comedy, and major influence on the action genre.
- 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_69ca84dd4608819097ff4ed00feca280 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cda62b41048190bcef70a7591830c6 |
completed | April 1, 2026, 11:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d20d1b170881908954233f927457a0 |
completed | April 5, 2026, 7:19 a.m. |
| NEDg | Description generation | batch_69d2102beb4481909e88f37384cee4e5 |
completed | April 5, 2026, 7:33 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d210fed02c8190bde2dfa7e81b1ef2 |
completed | April 5, 2026, 7:36 a.m. |
Created at: March 30, 2026, 8:29 p.m.