Triple
T21162345
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mixmaster |
E521472
|
entity |
| Predicate | appearsIn |
P795
|
FINISHED |
| Object |
Transformers: Generation 2 (comics)
Transformers: Generation 2 is a Marvel Comics series that continued the original Transformers storyline with updated characters, darker themes, and a focus on the next stage of the Autobot–Decepticon conflict.
|
E488386
|
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: Generation 2 (comics) | Statement: [Mixmaster, appearsIn, Transformers: Generation 2 (comics)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Transformers: Generation 2 (comics) Context triple: [Mixmaster, appearsIn, Transformers: Generation 2 (comics)]
-
A.
Transformers: Generation 2 (TV series)
Transformers: Generation 2 is a 1990s re-edited and repackaged version of the original Transformers animated series, featuring updated CGI transitions and branding aimed at relaunching the toy and media franchise.
-
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 (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.
-
D.
Transformers: Generation 2 toys
Transformers: Generation 2 toys are a 1990s relaunch of the original Transformers toy line, featuring updated molds, new color schemes, and added gimmicks like electronic sounds and weaponry.
-
E.
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.
- 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: Generation 2 (comics) Triple: [Mixmaster, appearsIn, Transformers: Generation 2 (comics)]
Generated description
Transformers: Generation 2 is a Marvel Comics series that continued the original Transformers storyline with updated characters, darker themes, and a focus on the next stage of the Autobot–Decepticon conflict.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Transformers: Generation 2 (comics) Target entity description: Transformers: Generation 2 is a Marvel Comics series that continued the original Transformers storyline with updated characters, darker themes, and a focus on the next stage of the Autobot–Decepticon conflict.
-
A.
Transformers: Generation 2 (TV series)
Transformers: Generation 2 is a 1990s re-edited and repackaged version of the original Transformers animated series, featuring updated CGI transitions and branding aimed at relaunching the toy and media franchise.
-
B.
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.
-
C.
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.
-
D.
Transformers: Generation 2 toys
Transformers: Generation 2 toys are a 1990s relaunch of the original Transformers toy line, featuring updated molds, new color schemes, and added gimmicks like electronic sounds and weaponry.
-
E.
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.
- F. None of above.
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_69e0b50d1ea481909c07e63c3ead9316 |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e72532e9348190ad37fe858843d0f5 |
completed | April 21, 2026, 7:20 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a096dd03f008190a52d21e17eb8e90e |
completed | May 17, 2026, 7:27 a.m. |
| NEDg | Description generation | batch_6a096ef9a6388190ba34cbe01863946c |
completed | May 17, 2026, 7:32 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a096f7706448190a1bb61535e0adcd3 |
completed | May 17, 2026, 7:34 a.m. |
Created at: April 16, 2026, 2:59 p.m.