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.