Triple

T17748464
Position Surface form Disambiguated ID Type / Status
Subject Clarence Fok E443046 entity
Predicate notableWork P4 FINISHED
Object Her Fatal Ways
Her Fatal Ways is a Hong Kong action-comedy film best known for its blend of crime, satire, and cross-border cultural clashes.
E1286051 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: Her Fatal Ways | Statement: [Clarence Fok, notableWork, Her Fatal Ways]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Her Fatal Ways
Context triple: [Clarence Fok, notableWork, Her Fatal Ways]
  • A. Killer Women
    Killer Women is an American crime drama television series that follows a tough female Texas Ranger as she investigates cases involving women accused of murder.
  • B. Deadlier Than the Male
    Deadlier Than the Male is a 1967 British spy thriller film featuring suave insurance investigator Bulldog Drummond battling a pair of glamorous female assassins.
  • C. Hard to Kill
    Hard to Kill is a 2006 studio album by American rapper Gucci Mane that helped establish his signature trap sound in the Atlanta hip-hop scene.
  • D. Hard to Kill
    Hard to Kill is a professional wrestling pay-per-view event produced annually by Impact Wrestling.
  • E. Hard to Kill
    Hard to Kill is a 1990 action film starring Steven Seagal as a detective who awakens from a coma to seek revenge against corrupt politicians and criminals who tried to kill him.
  • 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: Her Fatal Ways
Triple: [Clarence Fok, notableWork, Her Fatal Ways]
Generated description
Her Fatal Ways is a Hong Kong action-comedy film best known for its blend of crime, satire, and cross-border cultural clashes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Her Fatal Ways
Target entity description: Her Fatal Ways is a Hong Kong action-comedy film best known for its blend of crime, satire, and cross-border cultural clashes.
  • A. Killer Women
    Killer Women is an American crime drama television series that follows a tough female Texas Ranger as she investigates cases involving women accused of murder.
  • B. Deadlier Than the Male
    Deadlier Than the Male is a 1967 British spy thriller film featuring suave insurance investigator Bulldog Drummond battling a pair of glamorous female assassins.
  • C. Hard to Kill
    Hard to Kill is a 1990 action film starring Steven Seagal as a detective who awakens from a coma to seek revenge against corrupt politicians and criminals who tried to kill him.
  • D. Hard to Kill
    Hard to Kill is a 2006 studio album by American rapper Gucci Mane that helped establish his signature trap sound in the Atlanta hip-hop scene.
  • E. Hard to Kill
    Hard to Kill is a professional wrestling pay-per-view event produced annually by Impact Wrestling.
  • 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_69d8b9ed3a2081909b2ec0d4dd2f4c37 completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e47ad46a50819089c87f74efe3c7ca completed April 19, 2026, 6:48 a.m.
NED1 Entity disambiguation (via context triple) batch_6a02430296708190a2e68097b69f2f37 completed May 11, 2026, 8:58 p.m.
NEDg Description generation batch_6a024810afec8190bfe11b35bb1853ac completed May 11, 2026, 9:20 p.m.
NED2 Entity disambiguation (via description) batch_6a0248e4d7548190b23a70068868b2f9 completed May 11, 2026, 9:23 p.m.
Created at: April 10, 2026, 10:10 a.m.