Triple

T1790621
Position Surface form Disambiguated ID Type / Status
Subject The Departed E39486 entity
Predicate basedOn P98 FINISHED
Object Infernal Affairs
Infernal Affairs is a 2002 Hong Kong crime thriller film about an undercover cop and a triad mole infiltrating each other's organizations, later remade in Hollywood as The Departed.
 E197793 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: Infernal Affairs | Statement: [The Departed, basedOn, Infernal Affairs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Infernal Affairs
Context triple: [The Departed, basedOn, Infernal Affairs]
  • A. Lust, Caution
    Lust, Caution is a 2007 espionage erotic thriller film directed by Ang Lee, set in Japanese-occupied Shanghai and known for its intense psychological drama and explicit content.
  • B. The Departed
    The Departed is a 2006 crime thriller film directed by Martin Scorsese that follows an undercover cop and a mole in the police force as they infiltrate each other's organizations within the Boston Irish mob.
  • C. Sin City
    Sin City is a 2005 neo-noir crime anthology film, co-directed by Robert Rodriguez and Frank Miller, known for its stylized black-and-white visuals and adaptation of Miller’s graphic novel series.
  • D. Sin City
    Sin City is a popular nickname for Las Vegas, Nevada, highlighting its reputation for gambling, nightlife, and adult entertainment.
  • E. Police Story 2013
    Police Story 2013 is a 2013 Chinese action-crime film starring Jackie Chan as a veteran cop caught in a tense hostage situation inside a nightclub.
  • 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: Infernal Affairs
Triple: [The Departed, basedOn, Infernal Affairs]
Generated description
Infernal Affairs is a 2002 Hong Kong crime thriller film about an undercover cop and a triad mole infiltrating each other's organizations, later remade in Hollywood as The Departed.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Infernal Affairs
Target entity description: Infernal Affairs is a 2002 Hong Kong crime thriller film about an undercover cop and a triad mole infiltrating each other's organizations, later remade in Hollywood as The Departed.
  • A. Lust, Caution
    Lust, Caution is a 2007 espionage erotic thriller film directed by Ang Lee, set in Japanese-occupied Shanghai and known for its intense psychological drama and explicit content.
  • B. The Departed
    The Departed is a 2006 crime thriller film directed by Martin Scorsese that follows an undercover cop and a mole in the police force as they infiltrate each other's organizations within the Boston Irish mob.
  • C. Sin City
    Sin City is a 2005 neo-noir crime anthology film, co-directed by Robert Rodriguez and Frank Miller, known for its stylized black-and-white visuals and adaptation of Miller’s graphic novel series.
  • D. Sin City
    Sin City is a popular nickname for Las Vegas, Nevada, highlighting its reputation for gambling, nightlife, and adult entertainment.
  • E. Police Story 2013
    Police Story 2013 is a 2013 Chinese action-crime film starring Jackie Chan as a veteran cop caught in a tense hostage situation inside a nightclub.
  • 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_69a88631854081909723959921e45c2b completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69aa6512804c8190a5743c10bd37f83f completed March 6, 2026, 5:24 a.m.
NED1 Entity disambiguation (via context triple) batch_69ada9aa10b881909923b8d0f3a30ee6 completed March 8, 2026, 4:54 p.m.
NEDg Description generation batch_69adab05cf6c81909f4713664f508ad9 completed March 8, 2026, 4:59 p.m.
NED2 Entity disambiguation (via description) batch_69adaeb31430819083d033a3890eba49 completed March 8, 2026, 5:15 p.m.
Created at: March 4, 2026, 7:32 p.m.