Triple

T9802154
Position Surface form Disambiguated ID Type / Status
Subject John Woo E237863 entity
Predicate directed P7373 FINISHED
Object A Better Tomorrow II E821779 NE FINISHED

How this triple was built (2 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: [John Woo, directed, A Better Tomorrow II]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: A Better Tomorrow II
Context triple: [John Woo, directed, A Better Tomorrow II]
  • A. A Better Tomorrow chosen
    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.
  • B. A Better Tomorrow
    "A Better Tomorrow" is a socially conscious, reflective track by the Wu-Tang Clan that emphasizes hope, unity, and overcoming struggle.
  • 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.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69d1cc53c3dc819084a4d8b72164a172 completed April 5, 2026, 2:43 a.m.
Created at: March 30, 2026, 8:29 p.m.