Triple

T21162535
Position Surface form Disambiguated ID Type / Status
Subject Transformers: Studio Series E521476 entity
Predicate includesCharacter P5716 FINISHED
Object Blackout
Blackout is a Decepticon helicopter from the Transformers franchise, known for his massive size and devastating aerial assaults, particularly in the live-action films.
E1332549 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: Blackout | Statement: [Transformers: Studio Series, includesCharacter, Blackout]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Blackout
Context triple: [Transformers: Studio Series, includesCharacter, Blackout]
  • A. Blackout
    Blackout is a 2001 studio album by American rapper DMX that showcases his aggressive delivery and gritty, street-centered lyricism.
  • B. Blackout
    "Blackout" is a critically acclaimed 2007 pop and dance album by Britney Spears, often praised for its innovative production and influence on modern pop music.
  • C. Blackout
    Blackout is a science fiction novel by Connie Willis that follows time-traveling historians from the future who become stranded in World War II–era England.
  • D. Blackout
    "Blackout" is a 1982 hard rock and heavy metal album by German band Scorpions, widely regarded as one of their most successful and influential releases.
  • E. Blackout
    Blackout is the battle royale game mode in Call of Duty: Black Ops 4 that features large-scale, last-player-standing combat across a map combining locations from the series.
  • 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: Blackout
Triple: [Transformers: Studio Series, includesCharacter, Blackout]
Generated description
Blackout is a Decepticon helicopter from the Transformers franchise, known for his massive size and devastating aerial assaults, particularly in the live-action films.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Blackout
Target entity description: Blackout is a Decepticon helicopter from the Transformers franchise, known for his massive size and devastating aerial assaults, particularly in the live-action films.
  • A. Blackout chosen
    Blackout is a powerful Decepticon from the Transformers franchise, typically depicted as a massive military helicopter who specializes in devastating aerial assaults and electronic disruption.
  • B. Blackout
    Blackout is the battle royale game mode in Call of Duty: Black Ops 4 that features large-scale, last-player-standing combat across a map combining locations from the series.
  • C. Blackout
    "Blackout" is a politically charged hip-hop track by Boston rapper Akrobatik, known for its sharp lyricism and socially conscious themes.
  • D. Blackout
    Blackout is a 2001 studio album by American rapper DMX that showcases his aggressive delivery and gritty, street-centered lyricism.
  • E. Blackout
    Blackout is a science fiction novel by Mira Grant, best known as the concluding installment of her Newsflesh trilogy about bloggers navigating politics and survival in a post-zombie-apocalypse world.
  • 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_69e0b50d1ea481909c07e63c3ead9316 completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e72532e9348190ad37fe858843d0f5 completed April 21, 2026, 7:20 a.m.
NED1 Entity disambiguation (via context triple) batch_6a096dd03f008190a52d21e17eb8e90e completed May 17, 2026, 7:27 a.m.
NEDg Description generation batch_6a096ef9a6388190ba34cbe01863946c completed May 17, 2026, 7:32 a.m.
NED2 Entity disambiguation (via description) batch_6a096f7706448190a1bb61535e0adcd3 completed May 17, 2026, 7:34 a.m.
Created at: April 16, 2026, 2:59 p.m.