Triple
T18611760
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Transformers: IDW Publishing comics |
E454908
|
entity |
| Predicate | includesSeries |
P1393
|
FINISHED |
| Object |
Transformers: Primacy
Transformers: Primacy is a comic book miniseries set in the Transformers universe that explores the escalating conflict between Autobots and Decepticons in the period leading up to the Great War.
|
E1362120
|
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: Primacy | Statement: [Transformers: IDW Publishing comics, includesSeries, Transformers: Primacy]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Transformers: Primacy Context triple: [Transformers: IDW Publishing comics, includesSeries, Transformers: Primacy]
-
A.
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.
-
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: 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: Masterpiece
Transformers: Masterpiece is a premium collector-focused toy line that recreates classic Transformers characters with highly detailed, cartoon-accurate designs and complex engineering.
-
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: Primacy Triple: [Transformers: IDW Publishing comics, includesSeries, Transformers: Primacy]
Generated description
Transformers: Primacy is a comic book miniseries set in the Transformers universe that explores the escalating conflict between Autobots and Decepticons in the period leading up to the Great War.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Transformers: Primacy Target entity description: Transformers: Primacy is a comic book miniseries set in the Transformers universe that explores the escalating conflict between Autobots and Decepticons in the period leading up to the Great War.
-
A.
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.
-
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: 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: Masterpiece
Transformers: Masterpiece is a premium collector-focused toy line that recreates classic Transformers characters with highly detailed, cartoon-accurate designs and complex engineering.
-
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
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_6a06f896e9b48190a1117018dcd3add3 |
completed | May 15, 2026, 10:42 a.m. |
| NEDg | Description generation | batch_6a06f948932c8190a4ce08178c00b251 |
completed | May 15, 2026, 10:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a06f9e1fb708190958c64fd38d32d04 |
completed | May 15, 2026, 10:48 a.m. |
Created at: April 10, 2026, 11:45 a.m.