Triple

T17885791
Position Surface form Disambiguated ID Type / Status
Subject Shade, the Changing Girl E447196 entity
Predicate featuresObject P5084 FINISHED
Object Madness Vest
Madness Vest is a powerful, reality-warping garment in DC Comics that grants its wearer chaotic, transformative abilities tied to madness and perception.
E1294346 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: Madness Vest | Statement: [Shade, the Changing Girl, featuresObject, Madness Vest]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Madness Vest
Context triple: [Shade, the Changing Girl, featuresObject, Madness Vest]
  • A. Badness of Madness
    "Badness of Madness" is a track from the collaborative hip-hop album "Czarface Meets Metal Face" by Czarface and MF DOOM, showcasing their comic book-inspired, lyrically dense rap style.
  • B. Madness Engine
    Madness Engine is a proprietary game engine used to power the vehicular action and cinematic gameplay of Fast & Furious Crossroads.
  • C. Kloaks
    Kloaks are ghostly, cloaked Kremling enemies from the Donkey Kong video game series, known for teleporting and throwing objects at the player.
  • D. Vestini
    The Vestini were an ancient Italic tribe that inhabited the central Apennine region of Italy, particularly in what is now Abruzzo, during the pre-Roman and early Roman periods.
  • E. Viva La Madness
    Viva La Madness is a crime novel by British author J. J. Connolly that continues the gritty, darkly comic underworld saga begun in his cult hit Layer Cake.
  • 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: Madness Vest
Triple: [Shade, the Changing Girl, featuresObject, Madness Vest]
Generated description
Madness Vest is a powerful, reality-warping garment in DC Comics that grants its wearer chaotic, transformative abilities tied to madness and perception.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Madness Vest
Target entity description: Madness Vest is a powerful, reality-warping garment in DC Comics that grants its wearer chaotic, transformative abilities tied to madness and perception.
  • A. Badness of Madness
    "Badness of Madness" is a track from the collaborative hip-hop album "Czarface Meets Metal Face" by Czarface and MF DOOM, showcasing their comic book-inspired, lyrically dense rap style.
  • B. Madness Engine
    Madness Engine is a proprietary game engine used to power the vehicular action and cinematic gameplay of Fast & Furious Crossroads.
  • C. Kloaks
    Kloaks are ghostly, cloaked Kremling enemies from the Donkey Kong video game series, known for teleporting and throwing objects at the player.
  • D. Vestini
    The Vestini were an ancient Italic tribe that inhabited the central Apennine region of Italy, particularly in what is now Abruzzo, during the pre-Roman and early Roman periods.
  • E. Viva La Madness
    Viva La Madness is a crime novel by British author J. J. Connolly that continues the gritty, darkly comic underworld saga begun in his cult hit Layer Cake.
  • 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_69d8b9f59bd48190a6fc925a855b8bac completed April 10, 2026, 8:51 a.m.
NER Named-entity recognition batch_69e49c123748819091bf46178105079b completed April 19, 2026, 9:10 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0313d994208190a6023cd9ba0602db completed May 12, 2026, 11:49 a.m.
NEDg Description generation batch_6a0314a4fa748190a63ecda792b7669a completed May 12, 2026, 11:53 a.m.
NED2 Entity disambiguation (via description) batch_6a0315a8d6e88190b6d532f22dd8088c completed May 12, 2026, 11:57 a.m.
Created at: April 10, 2026, 10:18 a.m.