Triple

T6094511
Position Surface form Disambiguated ID Type / Status
Subject Juice WRLD E135843 entity
Predicate studioAlbum P25507 FINISHED
Object Fighting Demons
Fighting Demons is a posthumous studio album by American rapper and singer Juice WRLD that explores his struggles with mental health, addiction, and fame.
E568434 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: Fighting Demons | Statement: [Juice WRLD, studioAlbum, Fighting Demons]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Fighting Demons
Context triple: [Juice WRLD, studioAlbum, Fighting Demons]
  • A. Raising Demons
    Raising Demons is a humorous memoir by Shirley Jackson that continues her autobiographical accounts of family life and domestic chaos.
  • B. Fiends Fell
    Fiends Fell is an older name for Cross Fell, the highest and often mist-shrouded peak of the Pennines in northern England.
  • C. Demons
    The Demons are the nickname of the Melbourne Football Club, one of the oldest and most storied teams in Australian rules football.
  • D. Demons
    Demons is a political and psychological novel by Fyodor Dostoevsky that explores radicalism, moral chaos, and the destructive consequences of nihilist ideology in 19th-century Russia.
  • E. Demons
    "Demons" is a drill-rap track by Fivio Foreign that helped establish his presence in the New York drill scene with its dark production and aggressive delivery.
  • 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: Fighting Demons
Triple: [Juice WRLD, studioAlbum, Fighting Demons]
Generated description
Fighting Demons is a posthumous studio album by American rapper and singer Juice WRLD that explores his struggles with mental health, addiction, and fame.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Fighting Demons
Target entity description: Fighting Demons is a posthumous studio album by American rapper and singer Juice WRLD that explores his struggles with mental health, addiction, and fame.
  • A. Raising Demons
    Raising Demons is a humorous memoir by Shirley Jackson that continues her autobiographical accounts of family life and domestic chaos.
  • B. Fiends Fell
    Fiends Fell is an older name for Cross Fell, the highest and often mist-shrouded peak of the Pennines in northern England.
  • C. Demons
    Demons is a political and psychological novel by Fyodor Dostoevsky that explores radicalism, moral chaos, and the destructive consequences of nihilist ideology in 19th-century Russia.
  • D. Demons
    The Demons are the nickname of the Melbourne Football Club, one of the oldest and most storied teams in Australian rules football.
  • E. Demons
    "Demons" is a track by British electronic musician Fatboy Slim, featured on his 2000 album "Halfway Between the Gutter and the Stars."
  • 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_69c0087cd3c48190b459848c72d84eb1 completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c05a9516ec819093e94ee8d3244e1b completed March 22, 2026, 9:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69c1253b2cb48190be682e9184cf4f5d completed March 23, 2026, 11:34 a.m.
NEDg Description generation batch_69c126ee1d408190b8efa4a8d5b658e0 completed March 23, 2026, 11:41 a.m.
NED2 Entity disambiguation (via description) batch_69c12787753c8190ab6c49ebd0dcac41 completed March 23, 2026, 11:44 a.m.
Created at: March 22, 2026, 4:12 p.m.