Triple

T17884140
Position Surface form Disambiguated ID Type / Status
Subject Karen Berger E447159 entity
Predicate notableProject P4 FINISHED
Object Shade, the Changing Man (as editor)
Shade, the Changing Man (as editor) is a critically acclaimed DC/Vertigo comic series, relaunched in the early 1990s with a surreal, psychologically driven take on superhero and horror themes.
E447196 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: Shade, the Changing Man (as editor) | Statement: [Karen Berger, notableProject, Shade, the Changing Man (as editor)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Shade, the Changing Man (as editor)
Context triple: [Karen Berger, notableProject, Shade, the Changing Man (as editor)]
  • A. Shade (novel)
    Shade is a psychological ghost story novel by Irish filmmaker and writer Neil Jordan that explores memory, trauma, and the lingering presence of the past in contemporary Ireland.
  • B. Shades (Marvel Comics)
    Shades (Marvel Comics) is a minor Marvel supervillain and street-level criminal, often depicted as a gang member and associate of Power Man (Luke Cage) in the comics.
  • C. Shade, the Changing Girl
    Shade, the Changing Girl is a surreal DC Comics/Young Animal series following an alien who steals the Madness Vest and inhabits the body of a comatose teenage girl, exploring identity, trauma, and reality-bending chaos.
  • D. Future Shade (Edit)
    "Future Shade (Edit)" is an alternate edited version of Black Mountain's song "Future Shade," offering a modified take on the original track.
  • E. Shade, the Changing Girl/Wonder Woman Special
    Shade, the Changing Girl/Wonder Woman Special is a DC Comics one-shot that teams the reality-warping young hero Shade with Wonder Woman in a surreal, character-driven crossover story.
  • 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: Shade, the Changing Man (as editor)
Triple: [Karen Berger, notableProject, Shade, the Changing Man (as editor)]
Generated description
Shade, the Changing Man (as editor) is a critically acclaimed DC/Vertigo comic series, relaunched in the early 1990s with a surreal, psychologically driven take on superhero and horror themes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Shade, the Changing Man (as editor)
Target entity description: Shade, the Changing Man (as editor) is a critically acclaimed DC/Vertigo comic series, relaunched in the early 1990s with a surreal, psychologically driven take on superhero and horror themes.
  • A. Shade (novel)
    Shade is a psychological ghost story novel by Irish filmmaker and writer Neil Jordan that explores memory, trauma, and the lingering presence of the past in contemporary Ireland.
  • B. Shades (Marvel Comics)
    Shades (Marvel Comics) is a minor Marvel supervillain and street-level criminal, often depicted as a gang member and associate of Power Man (Luke Cage) in the comics.
  • C. Shade, the Changing Girl chosen
    Shade, the Changing Girl is a surreal DC Comics/Young Animal series following an alien who steals the Madness Vest and inhabits the body of a comatose teenage girl, exploring identity, trauma, and reality-bending chaos.
  • D. Future Shade (Edit)
    "Future Shade (Edit)" is an alternate edited version of Black Mountain's song "Future Shade," offering a modified take on the original track.
  • E. Shade, the Changing Girl/Wonder Woman Special
    Shade, the Changing Girl/Wonder Woman Special is a DC Comics one-shot that teams the reality-warping young hero Shade with Wonder Woman in a surreal, character-driven crossover story.
  • F. None of above.

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_69e49c11530881908ad98fbd0a52b1c3 completed April 19, 2026, 9:10 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0313d7ca4881908ce9c8e9a8d44e11 completed May 12, 2026, 11:49 a.m.
NEDg Description generation batch_6a0315959c3c819096a93724638a970b completed May 12, 2026, 11:57 a.m.
NED2 Entity disambiguation (via description) batch_6a03165da2a081909ad7089d5135d23c completed May 12, 2026, noon
Created at: April 10, 2026, 10:18 a.m.