Triple

T504962
Position Surface form Disambiguated ID Type / Status
Subject Tim Burton E10483 entity
Predicate notableWork P4 FINISHED
Object Batman Returns
Batman Returns is a 1992 dark, stylized superhero film directed by Tim Burton that continues the story of Batman as he confronts the Penguin and Catwoman in a gothic version of Gotham City.
E63163 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: Batman Returns | Statement: [Tim Burton, notableWork, Batman Returns]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Batman Returns
Context triple: [Tim Burton, notableWork, Batman Returns]
  • A. Batman (1989 film)
    Batman (1989 film) is a dark, stylistic superhero movie that redefined the cinematic portrayal of the DC Comics character through its gothic atmosphere, iconic performances, and influential production design.
  • B. Batman Begins
    Batman Begins is a 2005 superhero film directed by Christopher Nolan that reboots the Batman franchise by exploring Bruce Wayne’s origin story in a darker, more realistic style.
  • C. The Dark Knight
    The Dark Knight is a critically acclaimed 2008 superhero crime thriller directed by Christopher Nolan, known for its dark tone, complex moral themes, and Heath Ledger’s iconic portrayal of the Joker.
  • D. Who Framed Roger Rabbit
    Who Framed Roger Rabbit is a groundbreaking 1988 live-action/animated comedy-mystery film that blends cartoon characters with real actors in a noir-style story set in 1940s Hollywood.
  • E. Demolition Man
    Demolition Man is a 1993 sci-fi action film set in a dystopian future where a cryogenically frozen cop and criminal are revived to resume their battle in a highly controlled, sanitized society.
  • 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: Batman Returns
Triple: [Tim Burton, notableWork, Batman Returns]
Generated description
Batman Returns is a 1992 dark, stylized superhero film directed by Tim Burton that continues the story of Batman as he confronts the Penguin and Catwoman in a gothic version of Gotham City.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Batman Returns
Target entity description: Batman Returns is a 1992 dark, stylized superhero film directed by Tim Burton that continues the story of Batman as he confronts the Penguin and Catwoman in a gothic version of Gotham City.
  • A. Batman (1989 film)
    Batman (1989 film) is a dark, stylistic superhero movie that redefined the cinematic portrayal of the DC Comics character through its gothic atmosphere, iconic performances, and influential production design.
  • B. Batman Begins
    Batman Begins is a 2005 superhero film directed by Christopher Nolan that reboots the Batman franchise by exploring Bruce Wayne’s origin story in a darker, more realistic style.
  • C. The Dark Knight
    The Dark Knight is a critically acclaimed 2008 superhero crime thriller directed by Christopher Nolan, known for its dark tone, complex moral themes, and Heath Ledger’s iconic portrayal of the Joker.
  • D. Who Framed Roger Rabbit
    Who Framed Roger Rabbit is a groundbreaking 1988 live-action/animated comedy-mystery film that blends cartoon characters with real actors in a noir-style story set in 1940s Hollywood.
  • E. Demolition Man
    Demolition Man is a 1993 sci-fi action film set in a dystopian future where a cryogenically frozen cop and criminal are revived to resume their battle in a highly controlled, sanitized society.
  • 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_69a2e848adf881908e5e04f7af030093 completed Feb. 28, 2026, 1:06 p.m.
NER Named-entity recognition batch_69a2f149bd1c81908ff58ac504ace2bf completed Feb. 28, 2026, 1:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4984eed2481909d16332d6034bedf completed March 1, 2026, 7:49 p.m.
NEDg Description generation batch_69a4991506808190a96386726cd0212e completed March 1, 2026, 7:52 p.m.
NED2 Entity disambiguation (via description) batch_69a499dbfdf08190bedce53795790963 completed March 1, 2026, 7:56 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.