Triple

T9802157
Position Surface form Disambiguated ID Type / Status
Subject John Woo E237863 entity
Predicate directed P7373 FINISHED
Object Once a Thief
Once a Thief is a 1991 Hong Kong action-comedy film blending heist capers with stylized gunplay and humor.
E827007 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: Once a Thief | Statement: [John Woo, directed, Once a Thief]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Once a Thief
Context triple: [John Woo, directed, Once a Thief]
  • A. Once a Thief
    Once a Thief is a 1965 American crime drama film directed by Ralph Nelson, centered on an ex-convict struggling to go straight while being pulled back into the criminal underworld.
  • B. The Good Thief
    The Good Thief is a 2002 crime drama film directed by Neil Jordan that follows an aging gambler and thief attempting one last elaborate heist on the French Riviera.
  • C. The King of the Thieves
    The King of the Thieves is a crime novel by British author John Gardner that follows the intricate schemes and underworld dealings of professional criminals.
  • D. It Takes a Thief
    It Takes a Thief is a late-1960s American television series about a suave professional thief who is recruited by the U.S. government for secret missions, starring Robert Wagner in the lead role.
  • E. Thieves’ Carnival
    Thieves’ Carnival is a science fiction work by American author Karen Haber, known for its imaginative world-building and genre-blending storytelling.
  • 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: Once a Thief
Triple: [John Woo, directed, Once a Thief]
Generated description
Once a Thief is a 1991 Hong Kong action-comedy film blending heist capers with stylized gunplay and humor.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Once a Thief
Target entity description: Once a Thief is a 1991 Hong Kong action-comedy film blending heist capers with stylized gunplay and humor.
  • A. Once a Thief
    Once a Thief is a 1965 American crime drama film directed by Ralph Nelson, centered on an ex-convict struggling to go straight while being pulled back into the criminal underworld.
  • B. The Good Thief
    The Good Thief is a 2002 crime drama film directed by Neil Jordan that follows an aging gambler and thief attempting one last elaborate heist on the French Riviera.
  • C. The King of the Thieves
    The King of the Thieves is a crime novel by British author John Gardner that follows the intricate schemes and underworld dealings of professional criminals.
  • D. It Takes a Thief
    It Takes a Thief is a late-1960s American television series about a suave professional thief who is recruited by the U.S. government for secret missions, starring Robert Wagner in the lead role.
  • E. Thieves’ Carnival
    Thieves’ Carnival is a science fiction work by American author Karen Haber, known for its imaginative world-building and genre-blending storytelling.
  • 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_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_69d1e410df4081909e1b03f46e9ca42a completed April 5, 2026, 4:24 a.m.
NEDg Description generation batch_69d1e83618508190be55acb9f2c2ad12 completed April 5, 2026, 4:42 a.m.
NED2 Entity disambiguation (via description) batch_69d1e87f8d5c81909d280e19c9b58ad7 completed April 5, 2026, 4:43 a.m.
Created at: March 30, 2026, 8:29 p.m.