Triple
T18589134
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Transformers: Beast Wars |
E454311
|
entity |
| Predicate | hasSpinOff |
P7226
|
FINISHED |
| Object |
Beast Machines: Transformers
Beast Machines: Transformers is a darker, more philosophical sequel series in the Transformers franchise that continues the story of the Maximals on a techno-organic Cybertron.
|
E1332599
|
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: Beast Machines: Transformers | Statement: [Transformers: Beast Wars, hasSpinOff, Beast Machines: Transformers]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Beast Machines: Transformers Context triple: [Transformers: Beast Wars, hasSpinOff, Beast Machines: Transformers]
-
A.
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.
-
B.
Transformers: Animated
Transformers: Animated is an American animated television series in the Transformers franchise that reimagines the iconic robots in a stylized, character-driven storyline.
-
C.
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.
-
D.
Transformers: Cybertron
Transformers: Cybertron is a 2005–2006 animated television series in the Transformers franchise that follows the Autobots and Decepticons as they search for Cyber Planet Keys to save their homeworld.
-
E.
Transformers: Studio Series
Transformers: Studio Series is a Hasbro and Takara Tomy toy line that recreates characters and scenes from the live-action Transformers films with screen-accurate, highly detailed action figures.
- 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: Beast Machines: Transformers Triple: [Transformers: Beast Wars, hasSpinOff, Beast Machines: Transformers]
Generated description
Beast Machines: Transformers is a darker, more philosophical sequel series in the Transformers franchise that continues the story of the Maximals on a techno-organic Cybertron.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Beast Machines: Transformers Target entity description: Beast Machines: Transformers is a darker, more philosophical sequel series in the Transformers franchise that continues the story of the Maximals on a techno-organic Cybertron.
-
A.
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.
-
B.
Transformers: Animated
Transformers: Animated is an American animated television series in the Transformers franchise that reimagines the iconic robots in a stylized, character-driven storyline.
-
C.
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.
-
D.
Transformers: Cybertron
Transformers: Cybertron is a 2005–2006 animated television series in the Transformers franchise that follows the Autobots and Decepticons as they search for Cyber Planet Keys to save their homeworld.
-
E.
Transformers: Studio Series
Transformers: Studio Series is a Hasbro and Takara Tomy toy line that recreates characters and scenes from the live-action Transformers films with screen-accurate, highly detailed action figures.
- 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_69d8d38ae7e081908a98df1251842402 |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e545b3e564819088e60fc25d1976f0 |
completed | April 19, 2026, 9:14 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a04f89678bc8190b8bc79694d75fd4b |
completed | May 13, 2026, 10:17 p.m. |
| NEDg | Description generation | batch_6a04fed4e1c4819088f99be7ee8ecd08 |
completed | May 13, 2026, 10:44 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a04ff9d97108190a34c4a8e347df711 |
completed | May 13, 2026, 10:47 p.m. |
Created at: April 10, 2026, 11:44 a.m.