Triple
T21162535
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Transformers: Studio Series |
E521476
|
entity |
| Predicate | includesCharacter |
P5716
|
FINISHED |
| Object | Blackout |
—
|
NE NERFINISHED |
How this triple was built (3 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.
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 (2 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. |
Created at: April 16, 2026, 2:59 p.m.