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.