Triple

T17798310
Position Surface form Disambiguated ID Type / Status
Subject Ronald Cheng E444350 entity
Predicate notableWork P4 FINISHED
Object All's Well, Ends Well 2016
All's Well, Ends Well 2016 is a Hong Kong comedy film in the long-running "All's Well, Ends Well" Lunar New Year movie series, featuring Ronald Cheng among its lead cast.
 E1287643 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: All's Well, Ends Well 2016 | Statement: [Ronald Cheng, notableWork, All's Well, Ends Well 2016]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: All's Well, Ends Well 2016
Context triple: [Ronald Cheng, notableWork, All's Well, Ends Well 2016]
  • A. All’s Well That Ends Well
    All’s Well That Ends Well is a Shakespearean comedy that blends romantic intrigue with dark, ambiguous themes of class, consent, and personal transformation.
  • B. All's Well with Bingo
    "All's Well with Bingo" is a humorous short story by P. G. Wodehouse featuring members of the Drones Club, notably the hapless Bingo Little.
  • C. All in a Night’s Work
    All in a Night’s Work is a 1961 romantic comedy film starring Dean Martin and Shirley MacLaine, known for its lighthearted blend of mistaken identities and corporate intrigue.
  • D. The play’s the thing
    "The play’s the thing" is a famous line from William Shakespeare’s tragedy *Hamlet*, in which the prince declares his plan to use a staged performance to expose King Claudius’s guilt.
  • E. The Way of the World (stage)
    The Way of the World (stage) is a theatrical production of William Congreve’s classic Restoration comedy, known for its witty dialogue and intricate plot about love, marriage, and social manners.
  • 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: All's Well, Ends Well 2016
Triple: [Ronald Cheng, notableWork, All's Well, Ends Well 2016]
Generated description
All's Well, Ends Well 2016 is a Hong Kong comedy film in the long-running "All's Well, Ends Well" Lunar New Year movie series, featuring Ronald Cheng among its lead cast.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: All's Well, Ends Well 2016
Target entity description: All's Well, Ends Well 2016 is a Hong Kong comedy film in the long-running "All's Well, Ends Well" Lunar New Year movie series, featuring Ronald Cheng among its lead cast.
  • A. All’s Well That Ends Well
    All’s Well That Ends Well is a Shakespearean comedy that blends romantic intrigue with dark, ambiguous themes of class, consent, and personal transformation.
  • B. All's Well with Bingo
    "All's Well with Bingo" is a humorous short story by P. G. Wodehouse featuring members of the Drones Club, notably the hapless Bingo Little.
  • C. All in a Night’s Work
    All in a Night’s Work is a 1961 romantic comedy film starring Dean Martin and Shirley MacLaine, known for its lighthearted blend of mistaken identities and corporate intrigue.
  • D. The play’s the thing
    "The play’s the thing" is a famous line from William Shakespeare’s tragedy *Hamlet*, in which the prince declares his plan to use a staged performance to expose King Claudius’s guilt.
  • E. The Way of the World (stage)
    The Way of the World (stage) is a theatrical production of William Congreve’s classic Restoration comedy, known for its witty dialogue and intricate plot about love, marriage, and social manners.
  • 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_69d8b9efe370819095cd219b143ae727 completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e487fcfdc8819086f41152860dfe18 completed April 19, 2026, 7:45 a.m.
NED1 Entity disambiguation (via context triple) batch_6a02f84095f48190985b20bc8f049e5b completed May 12, 2026, 9:52 a.m.
NEDg Description generation batch_6a02f9078e088190b2e84f219f7457ed completed May 12, 2026, 9:55 a.m.
NED2 Entity disambiguation (via description) batch_6a02f98c91a481909739f2a8a681286d completed May 12, 2026, 9:57 a.m.
Created at: April 10, 2026, 10:13 a.m.