Triple

T14708940
Position Surface form Disambiguated ID Type / Status
Subject Dark Horse Manga E345495 entity
Predicate publishes P80 FINISHED
Object Danganronpa 2: Ultimate Luck and Hope and Despair
Danganronpa 2: Ultimate Luck and Hope and Despair is a manga adaptation of the visual novel game Danganronpa 2: Goodbye Despair, expanding on its murder-mystery storyline and characters.
E1117071 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: Danganronpa 2: Ultimate Luck and Hope and Despair | Statement: [Dark Horse Manga, publishes, Danganronpa 2: Ultimate Luck and Hope and Despair]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Danganronpa 2: Ultimate Luck and Hope and Despair
Context triple: [Dark Horse Manga, publishes, Danganronpa 2: Ultimate Luck and Hope and Despair]
  • A. Danganronpa: The Animation
    Danganronpa: The Animation is an anime television adaptation of the mystery visual novel "Danganronpa: Trigger Happy Havoc," following a group of trapped students forced into a deadly killing game by the sadistic bear Monokuma.
  • B. Dangan Demesne
    Dangan Demesne is a historic estate in County Meath, Ireland, known for its landscaped grounds and as the former setting of Dangan Castle, once home to the Duke of Wellington’s family.
  • C. Yume Kōjō: Doki Doki Panic
    Yume Kōjō: Doki Doki Panic is a 1987 Japan-only Famicom platform game developed by Nintendo and Fuji Television that later served as the basis for the international version of Super Mario Bros. 2.
  • D. Dangan Ressha
    Dangan Ressha is the Japanese nickname meaning "Bullet Train," famously used for the pioneering 0 Series Shinkansen high-speed trains.
  • E. Persona 4 Golden
    Persona 4 Golden is an enhanced and expanded version of the acclaimed Japanese role-playing game Persona 4, featuring additional story content, characters, and gameplay improvements.
  • 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: Danganronpa 2: Ultimate Luck and Hope and Despair
Triple: [Dark Horse Manga, publishes, Danganronpa 2: Ultimate Luck and Hope and Despair]
Generated description
Danganronpa 2: Ultimate Luck and Hope and Despair is a manga adaptation of the visual novel game Danganronpa 2: Goodbye Despair, expanding on its murder-mystery storyline and characters.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Danganronpa 2: Ultimate Luck and Hope and Despair
Target entity description: Danganronpa 2: Ultimate Luck and Hope and Despair is a manga adaptation of the visual novel game Danganronpa 2: Goodbye Despair, expanding on its murder-mystery storyline and characters.
  • A. Danganronpa: The Animation
    Danganronpa: The Animation is an anime television adaptation of the mystery visual novel "Danganronpa: Trigger Happy Havoc," following a group of trapped students forced into a deadly killing game by the sadistic bear Monokuma.
  • B. Dangan Demesne
    Dangan Demesne is a historic estate in County Meath, Ireland, known for its landscaped grounds and as the former setting of Dangan Castle, once home to the Duke of Wellington’s family.
  • C. Yume Kōjō: Doki Doki Panic
    Yume Kōjō: Doki Doki Panic is a 1987 Japan-only Famicom platform game developed by Nintendo and Fuji Television that later served as the basis for the international version of Super Mario Bros. 2.
  • D. Dangan Ressha
    Dangan Ressha is the Japanese nickname meaning "Bullet Train," famously used for the pioneering 0 Series Shinkansen high-speed trains.
  • E. Persona 4 Golden
    Persona 4 Golden is an enhanced and expanded version of the acclaimed Japanese role-playing game Persona 4, featuring additional story content, characters, and gameplay improvements.
  • 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_69d822e4a8c08190a155df736bb7bc13 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb609965081908f654bcb9eaaa145 completed April 14, 2026, 9:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69fdfb8221a4819098937018f24a0b44 completed May 8, 2026, 3:04 p.m.
NEDg Description generation batch_69fdfd5c19b0819081efd1dc3ce0c9fb completed May 8, 2026, 3:12 p.m.
NED2 Entity disambiguation (via description) batch_69fdfded4ab48190b4151cd8f6078d57 completed May 8, 2026, 3:14 p.m.
Created at: April 10, 2026, 1:28 a.m.