Triple

T19520140
Position Surface form Disambiguated ID Type / Status
Subject Transformers: Armada E488380 entity
Predicate hasSpinOff P7226 FINISHED
Object Transformers: Armada (Dreamwave comic)
Transformers: Armada (Dreamwave comic) is a comic book series by Dreamwave Productions that adapts and expands the storyline of the Transformers: Armada animated series within the Transformers franchise.
E1379821 NE FINISHED

How this triple was built (4 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: Armada (Dreamwave comic) | Statement: [Transformers: Armada, hasSpinOff, Transformers: Armada (Dreamwave comic)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Transformers: Armada (Dreamwave comic)
Context triple: [Transformers: Armada, hasSpinOff, Transformers: Armada (Dreamwave comic)]
  • A. Transformers: Armada
    Transformers: Armada is an early-2000s Transformers animated series and toyline that introduced the Mini-Con gimmick and helped revitalize the franchise for a new generation.
  • B. 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.
  • C. Transformers: Windblade
    Transformers: Windblade is a comic book miniseries centered on the fan-created female Autobot Windblade, exploring her political and cultural role on Cybertron within IDW Publishing’s Transformers continuity.
  • D. 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.
  • E. Transformers: Combiner Wars
    Transformers: Combiner Wars is a Hasbro toyline and associated media sub-brand that focuses on combining Transformers figures that merge into larger gestalt robots, inspired by classic combiner teams from the franchise.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Transformers: Armada (Dreamwave comic)
Triple: [Transformers: Armada, hasSpinOff, Transformers: Armada (Dreamwave comic)]
Generated description
Transformers: Armada (Dreamwave comic) is a comic book series by Dreamwave Productions that adapts and expands the storyline of the Transformers: Armada animated series within the Transformers franchise.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Transformers: Armada (Dreamwave comic)
Target entity description: Transformers: Armada (Dreamwave comic) is a comic book series by Dreamwave Productions that adapts and expands the storyline of the Transformers: Armada animated series within the Transformers franchise.
  • A. Transformers: Armada
    Transformers: Armada is an early-2000s Transformers animated series and toyline that introduced the Mini-Con gimmick and helped revitalize the franchise for a new generation.
  • B. 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.
  • C. Transformers: Windblade
    Transformers: Windblade is a comic book miniseries centered on the fan-created female Autobot Windblade, exploring her political and cultural role on Cybertron within IDW Publishing’s Transformers continuity.
  • D. 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.
  • E. Transformers: Combiner Wars
    Transformers: Combiner Wars is a Hasbro toyline and associated media sub-brand that focuses on combining Transformers figures that merge into larger gestalt robots, inspired by classic combiner teams from the franchise.
  • F. None of above. chosen

Provenance (5 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.
NED1 Entity disambiguation (via context triple) batch_6a074728f7548190a6a8e1888e8c8180 completed May 15, 2026, 4:17 p.m.
NEDg Description generation batch_6a07483465008190966296ddca76e7d2 completed May 15, 2026, 4:22 p.m.
NED2 Entity disambiguation (via description) batch_6a074931b1dc8190804d545e2058a69a completed May 15, 2026, 4:26 p.m.
Created at: April 10, 2026, 1:40 p.m.