Triple
T18611759
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Transformers: IDW Publishing comics |
E454908
|
entity |
| Predicate | includesSeries |
P1393
|
FINISHED |
| Object |
Transformers: Monstrosity
Transformers: Monstrosity is a comic miniseries set in the IDW Transformers continuity that explores Megatron’s brutal rise to power and the early days of the Decepticons on Cybertron.
|
E1358973
|
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: Monstrosity | Statement: [Transformers: IDW Publishing comics, includesSeries, Transformers: Monstrosity]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Transformers: Monstrosity Context triple: [Transformers: IDW Publishing comics, includesSeries, Transformers: Monstrosity]
-
A.
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.
-
B.
Transformers: Till All Are One
Transformers: Till All Are One is an IDW Publishing comic book series that explores the political and social aftermath of Cybertron’s unification, focusing on characters like Windblade and Starscream.
-
C.
Transformers: Autocracy
Transformers: Autocracy is a comic miniseries set in the Transformers universe that explores the rise of Optimus Prime and the political turmoil on pre-war Cybertron.
-
D.
Transformers: Galaxies
Transformers: Galaxies is an anthology-style comic series set in the IDW Transformers universe that explores side stories and character-focused arcs beyond the main continuity.
-
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: Monstrosity Triple: [Transformers: IDW Publishing comics, includesSeries, Transformers: Monstrosity]
Generated description
Transformers: Monstrosity is a comic miniseries set in the IDW Transformers continuity that explores Megatron’s brutal rise to power and the early days of the Decepticons on Cybertron.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Transformers: Monstrosity Target entity description: Transformers: Monstrosity is a comic miniseries set in the IDW Transformers continuity that explores Megatron’s brutal rise to power and the early days of the Decepticons on Cybertron.
-
A.
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.
-
B.
Transformers: Till All Are One
Transformers: Till All Are One is an IDW Publishing comic book series that explores the political and social aftermath of Cybertron’s unification, focusing on characters like Windblade and Starscream.
-
C.
Transformers: Autocracy
chosen
Transformers: Autocracy is a comic miniseries set in the Transformers universe that explores the rise of Optimus Prime and the political turmoil on pre-war Cybertron.
-
D.
Transformers: Galaxies
Transformers: Galaxies is an anthology-style comic series set in the IDW Transformers universe that explores side stories and character-focused arcs beyond the main continuity.
-
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.
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_6a06f2372be48190bff30e8280a46efe |
completed | May 15, 2026, 10:15 a.m. |
| NEDg | Description generation | batch_6a06f328c18881909948ed66d50b9eae |
completed | May 15, 2026, 10:19 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a06f4f990808190b3b8e21f85d20219 |
completed | May 15, 2026, 10:27 a.m. |
Created at: April 10, 2026, 11:45 a.m.