Triple
T21162797
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hot Shot (Armada continuity) |
E521481
|
entity |
| Predicate | toyline |
P63394
|
FINISHED |
| Object | Transformers: Universe (repaints) |
—
|
NE NERFINISHED |
How this triple was built (2 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: Universe (repaints) | Statement: [Hot Shot (Armada continuity), toyline, Transformers: Universe (repaints)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Transformers: Universe (repaints) Context triple: [Hot Shot (Armada continuity), toyline, Transformers: Universe (repaints)]
-
A.
Transformers: Universe (toyline and fiction)
chosen
Transformers: Universe (toyline and fiction) is a Transformers franchise subline that unites and reimagines characters from across different continuities, including the Maximals, in a multiverse-themed toy and story collection.
-
B.
Transformers Commemorative Series
Transformers Commemorative Series is a line of reissued classic Generation 1 Transformers figures released primarily for collectors, often featuring updated packaging and minor mold or safety changes.
-
C.
Transformers: The Rebirth
Transformers: The Rebirth is a three-part animated television miniseries that serves as the final story arc of the original Transformers Generation 1 cartoon, introducing the Headmasters and Targetmasters concepts.
-
D.
Transformers: Spotlight
Transformers: Spotlight is a series of self-contained comic book issues from IDW Publishing that each focus on a single character within the Transformers universe.
-
E.
Transformers: War for Cybertron Trilogy
Transformers: War for Cybertron Trilogy is a CGI-animated Transformers series on Netflix that reimagines the civil war between Autobots and Decepticons on Cybertron across three interconnected chapters.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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.