Triple

T19520433
Position Surface form Disambiguated ID Type / Status
Subject The Transformers (Marvel comic series) E488386 entity
Predicate hasSequelSeries P13317 FINISHED
Object Transformers: Generation 2 (Marvel comic series) — 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: Generation 2 (Marvel comic series) | Statement: [The Transformers (Marvel comic series), hasSequelSeries, Transformers: Generation 2 (Marvel comic series)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Transformers: Generation 2 (Marvel comic series)
Context triple: [The Transformers (Marvel comic series), hasSequelSeries, Transformers: Generation 2 (Marvel comic series)]
  • A. The Transformers (Marvel comic series)
    The Transformers (Marvel comic series) is a 1980s comic book title published primarily by Marvel Comics that expanded the lore of the Transformers toy line with original storylines, characters, and mythology distinct from the animated series.
  • B. Transformers (2019 IDW reboot)
    Transformers (2019 IDW reboot) is a relaunched comic book series that reimagines the Transformers universe with a fresh continuity, focusing on Cybertronian politics, mystery, and the events leading up to the Autobot–Decepticon war.
  • C. Transformers: IDW Publishing comics
    Transformers: IDW Publishing comics is a long-running line of Transformers comic book series by IDW Publishing, known for its mature storytelling, expansive continuity, and reimagining of classic characters and lore.
  • D. Transformers: Generations
    Transformers: Generations is a Hasbro toy line that updates and reimagines classic Transformers characters with modern designs and engineering for collectors and fans.
  • E. Transformers: Bumblebee (miniseries)
    Transformers: Bumblebee is a four-issue IDW Publishing comic miniseries that focuses on the Autobot Bumblebee in a standalone storyline set within the Transformers universe.
  • 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: Generation 2 (Marvel comic series)
Target entity description: Transformers: Generation 2 is a 1990s Marvel Comics series that continued the original Transformers storyline with updated characters, darker themes, and ties to the associated toy line and animated franchise.
  • A. The Transformers (Marvel comic series) chosen
    The Transformers (Marvel comic series) is a 1980s comic book title published primarily by Marvel Comics that expanded the lore of the Transformers toy line with original storylines, characters, and mythology distinct from the animated series.
  • B. Transformers (2019 IDW reboot)
    Transformers (2019 IDW reboot) is a relaunched comic book series that reimagines the Transformers universe with a fresh continuity, focusing on Cybertronian politics, mystery, and the events leading up to the Autobot–Decepticon war.
  • C. Transformers: IDW Publishing comics
    Transformers: IDW Publishing comics is a long-running line of Transformers comic book series by IDW Publishing, known for its mature storytelling, expansive continuity, and reimagining of classic characters and lore.
  • D. Transformers: Generations
    Transformers: Generations is a Hasbro toy line that updates and reimagines classic Transformers characters with modern designs and engineering for collectors and fans.
  • E. Transformers: Bumblebee (miniseries)
    Transformers: Bumblebee is a four-issue IDW Publishing comic miniseries that focuses on the Autobot Bumblebee in a standalone storyline set within the Transformers universe.
  • 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_69d8e8da8bec819081f400199491ccc3 completed April 10, 2026, 12:11 p.m.
NER Named-entity recognition batch_69e6359feb808190ba94563831adc720 completed April 20, 2026, 2:18 p.m.
Created at: April 10, 2026, 1:40 p.m.