Triple
T20761244
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Transformers video games |
E510980
|
entity |
| Predicate | includes |
P1393
|
FINISHED |
| Object | Transformers: Forged to Fight |
—
|
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: Transformers: Forged to Fight | Statement: [Transformers video games, includes, Transformers: Forged to Fight]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Transformers: Forged to Fight Context triple: [Transformers video games, includes, Transformers: Forged to Fight]
-
A.
Transformers: War Within
Transformers: War Within is a comic book miniseries set in the Transformers universe that explores the early days of the Autobot–Decepticon war on Cybertron.
-
B.
Transformers: Devastation
Transformers: Devastation is a cel-shaded action hack-and-slash video game by PlatinumGames that features classic Generation 1 Transformers characters and fast-paced combat.
-
C.
Transformers: Autocracy
Transformers: Autocracy is a comic miniseries set in the Transformers universe that explores the rise of Optimus Prime and the political turmoil on pre-war Cybertron.
-
D.
Transformers: Till All Are One
Transformers: Till All Are One is an IDW Publishing comic book series that explores the political and social aftermath of Cybertron’s unification, focusing on characters like Windblade and Starscream.
-
E.
Transformers: Masterpiece
Transformers: Masterpiece is a premium collector-focused toy line that recreates classic Transformers characters with highly detailed, cartoon-accurate designs and complex engineering.
- 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: Transformers: Forged to Fight Target entity description: Transformers: Forged to Fight is a mobile fighting and role-playing game featuring characters from across the Transformers universe in 3D combat and base-building gameplay.
-
A.
Transformers: War Within
Transformers: War Within is a comic book miniseries set in the Transformers universe that explores the early days of the Autobot–Decepticon war on Cybertron.
-
B.
Transformers: Devastation
Transformers: Devastation is a cel-shaded action hack-and-slash video game by PlatinumGames that features classic Generation 1 Transformers characters and fast-paced combat.
-
C.
Transformers: Autocracy
Transformers: Autocracy is a comic miniseries set in the Transformers universe that explores the rise of Optimus Prime and the political turmoil on pre-war Cybertron.
-
D.
Transformers: Till All Are One
Transformers: Till All Are One is an IDW Publishing comic book series that explores the political and social aftermath of Cybertron’s unification, focusing on characters like Windblade and Starscream.
-
E.
Transformers: Masterpiece
Transformers: Masterpiece is a premium collector-focused toy line that recreates classic Transformers characters with highly detailed, cartoon-accurate designs and complex engineering.
- F. None of above. chosen
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_69e0b4c909ec8190b05987f1639513f6 |
completed | April 16, 2026, 10:07 a.m. |
| NER | Named-entity recognition | batch_69e6c2493a188190a336a35ea134e5f7 |
completed | April 21, 2026, 12:18 a.m. |
Created at: April 16, 2026, 12:35 p.m.