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.