Triple
T18611739
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Transformers: IDW Publishing comics |
E454908
|
entity |
| Predicate | includesSeries |
P1393
|
FINISHED |
| Object |
The Transformers: Robots in Disguise (2012)
The Transformers: Robots in Disguise (2012) is an IDW Publishing comic book series set in the Transformers universe, focusing on the political and social aftermath on Cybertron following the end of the Autobot–Decepticon war.
|
E1333228
|
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: The Transformers: Robots in Disguise (2012) | Statement: [Transformers: IDW Publishing comics, includesSeries, The Transformers: Robots in Disguise (2012)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Transformers: Robots in Disguise (2012) Context triple: [Transformers: IDW Publishing comics, includesSeries, The Transformers: Robots in Disguise (2012)]
-
A.
Transformers: Robots in Disguise (2015 TV series)
Transformers: Robots in Disguise (2015 TV series) is an animated action-adventure show in the Transformers franchise that follows Bumblebee leading a new team of Autobots on Earth to capture escaped Decepticon prisoners.
-
B.
Transformers: Fall of Cybertron
Transformers: Fall of Cybertron is a third-person action video game set in the Transformers universe that chronicles the final days of the war-torn planet Cybertron.
-
C.
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.
-
D.
Transformers: Prime
Transformers: Prime is an animated television series in the Transformers franchise that follows the ongoing battle between the Autobots and Decepticons on Earth, known for its darker tone, CGI animation, and character-driven storytelling.
-
E.
Transformers: Masterpiece
Transformers: Masterpiece is a premium collector-focused toy line that recreates classic Transformers characters with highly detailed, cartoon-accurate designs and complex engineering.
- 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: The Transformers: Robots in Disguise (2012) Triple: [Transformers: IDW Publishing comics, includesSeries, The Transformers: Robots in Disguise (2012)]
Generated description
The Transformers: Robots in Disguise (2012) is an IDW Publishing comic book series set in the Transformers universe, focusing on the political and social aftermath on Cybertron following the end of the Autobot–Decepticon war.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The Transformers: Robots in Disguise (2012) Target entity description: The Transformers: Robots in Disguise (2012) is an IDW Publishing comic book series set in the Transformers universe, focusing on the political and social aftermath on Cybertron following the end of the Autobot–Decepticon war.
-
A.
Transformers: Robots in Disguise (2015 TV series)
Transformers: Robots in Disguise (2015 TV series) is an animated action-adventure show in the Transformers franchise that follows Bumblebee leading a new team of Autobots on Earth to capture escaped Decepticon prisoners.
-
B.
Transformers: Fall of Cybertron
Transformers: Fall of Cybertron is a third-person action video game set in the Transformers universe that chronicles the final days of the war-torn planet Cybertron.
-
C.
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.
-
D.
Transformers: Prime
Transformers: Prime is an animated television series in the Transformers franchise that follows the ongoing battle between the Autobots and Decepticons on Earth, known for its darker tone, CGI animation, and character-driven storytelling.
-
E.
Transformers: Masterpiece
Transformers: Masterpiece is a premium collector-focused toy line that recreates classic Transformers characters with highly detailed, cartoon-accurate designs and complex engineering.
- 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_69d8d38bbe7c8190bdec3138e7d413c9 |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e54d01ebd08190b6e646e3a749d7f5 |
completed | April 19, 2026, 9:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a050389d4f481908463ea2501295b8b |
completed | May 13, 2026, 11:04 p.m. |
| NEDg | Description generation | batch_6a05052b41bc819080284bc18db67d5b |
completed | May 13, 2026, 11:11 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0505cbc11481908e61d90dd64f6212 |
completed | May 13, 2026, 11:14 p.m. |
Created at: April 10, 2026, 11:45 a.m.