Triple
T20761555
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ratbat |
E510986
|
entity |
| Predicate | toyLine |
P63394
|
FINISHED |
| Object |
Transformers: Universe
Transformers: Universe is a Transformers toy line and franchise sub-brand that reissues and repurposes characters and molds from various eras and continuities of the Transformers series.
|
E1468812
|
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: Universe | Statement: [Ratbat, toyLine, Transformers: Universe]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Transformers: Universe Context triple: [Ratbat, toyLine, Transformers: Universe]
-
A.
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.
-
B.
Transformers: War Within
Transformers: War Within is a comic book miniseries set in the Transformers universe that explores the early days of the Autobot–Decepticon war on Cybertron.
-
C.
Transformers: Devastation
Transformers: Devastation is a cel-shaded action hack-and-slash video game by PlatinumGames that features classic Generation 1 Transformers characters and fast-paced combat.
-
D.
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.
-
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: Transformers: Universe Triple: [Ratbat, toyLine, Transformers: Universe]
Generated description
Transformers: Universe is a Transformers toy line and franchise sub-brand that reissues and repurposes characters and molds from various eras and continuities of the Transformers series.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Transformers: Universe Target entity description: Transformers: Universe is a Transformers toy line and franchise sub-brand that reissues and repurposes characters and molds from various eras and continuities of the Transformers series.
-
A.
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.
-
B.
Transformers: War Within
Transformers: War Within is a comic book miniseries set in the Transformers universe that explores the early days of the Autobot–Decepticon war on Cybertron.
-
C.
Transformers: Devastation
Transformers: Devastation is a cel-shaded action hack-and-slash video game by PlatinumGames that features classic Generation 1 Transformers characters and fast-paced combat.
-
D.
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.
-
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_69e0b4c909ec8190b05987f1639513f6 |
completed | April 16, 2026, 10:07 a.m. |
| NER | Named-entity recognition | batch_69e6c2493a188190a336a35ea134e5f7 |
completed | April 21, 2026, 12:18 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a096da69304819083401bfe8244b594 |
completed | May 17, 2026, 7:26 a.m. |
| NEDg | Description generation | batch_6a096ec6259c8190a01b2079c50fddb2 |
completed | May 17, 2026, 7:31 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a096f837ac0819094aa4bd6cf59a1e2 |
completed | May 17, 2026, 7:34 a.m. |
Created at: April 16, 2026, 12:35 p.m.