Triple
T17024286
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Police Story |
E413023
|
entity |
| Predicate | starring |
P1507
|
FINISHED |
| Object |
Charlie Cho
Charlie Cho is a Hong Kong actor best known for his supporting and often comedic roles in 1980s Hong Kong cinema, including appearances in action classics like "Police Story."
|
E1245662
|
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: Charlie Cho | Statement: [Police Story, starring, Charlie Cho]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Charlie Cho Context triple: [Police Story, starring, Charlie Cho]
-
A.
Mun Choi
Mun Choi is a Korean-American engineer and academic administrator who serves as a prominent university leader in the United States.
-
B.
Johnny Chiang
Johnny Chiang is a Taiwanese politician who has served as a prominent leader within the Kuomintang (KMT) party and as a legislator in Taiwan’s Legislative Yuan.
-
C.
Ka Ho Cho
Ka Ho Cho is best known as the fourth and final wife of American comedian and actor Redd Foxx.
-
D.
Tendo Choi
Tendo Choi is a Jaeger pilot and key member of the Pan Pacific Defense Corps in the Pacific Rim universe, known for co-piloting the Mark-3 Jaeger Crimson Typhoon.
-
E.
Danny Chung
Danny Chung is a fictional Korean American political figure portrayed by Randall Park, best known as a charismatic congressman in the television series "Veep."
- 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: Charlie Cho Triple: [Police Story, starring, Charlie Cho]
Generated description
Charlie Cho is a Hong Kong actor best known for his supporting and often comedic roles in 1980s Hong Kong cinema, including appearances in action classics like "Police Story."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Charlie Cho Target entity description: Charlie Cho is a Hong Kong actor best known for his supporting and often comedic roles in 1980s Hong Kong cinema, including appearances in action classics like "Police Story."
-
A.
Mun Choi
Mun Choi is a Korean-American engineer and academic administrator who serves as a prominent university leader in the United States.
-
B.
Johnny Chiang
Johnny Chiang is a Taiwanese politician who has served as a prominent leader within the Kuomintang (KMT) party and as a legislator in Taiwan’s Legislative Yuan.
-
C.
Ka Ho Cho
Ka Ho Cho is best known as the fourth and final wife of American comedian and actor Redd Foxx.
-
D.
Tendo Choi
Tendo Choi is a Jaeger pilot and key member of the Pan Pacific Defense Corps in the Pacific Rim universe, known for co-piloting the Mark-3 Jaeger Crimson Typhoon.
-
E.
Danny Chung
Danny Chung is a fictional Korean American political figure portrayed by Randall Park, best known as a charismatic congressman in the television series "Veep."
- 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_69d886cc4170819093deddc7b8b4b6a7 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3d5d371148190a60d32a72abec09a |
completed | April 18, 2026, 7:04 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a011b514de481909c78c17a3014b468 |
completed | May 10, 2026, 11:57 p.m. |
| NEDg | Description generation | batch_6a011c021e1c819098e04b1cbaf33ecd |
completed | May 11, 2026, midnight |
| NED2 | Entity disambiguation (via description) | batch_6a011c8afb608190b51c7a4c9ccaa0a5 |
completed | May 11, 2026, 12:02 a.m. |
Created at: April 10, 2026, 5:33 a.m.