Triple
T14610534
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bumblebee |
E342945
|
entity |
| Predicate | originStoryOf |
P9429
|
FINISHED |
| Object |
Bumblebee (Transformers character)
Bumblebee (Transformers character) is a heroic Autobot from the Transformers franchise, typically portrayed as a brave, loyal scout who often transforms into a yellow car and serves as a close ally to human protagonists.
|
E342945
|
NE FINISHED |
How this triple was built (5 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: Bumblebee (Transformers character) | Statement: [Bumblebee, originStoryOf, Bumblebee (Transformers character)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bumblebee (Transformers character) Context triple: [Bumblebee, originStoryOf, Bumblebee (Transformers character)]
-
A.
Optimus Prime
Optimus Prime is the heroic leader of the Autobots in the Transformers franchise, known for his strong moral code, courage, and iconic red-and-blue truck form.
-
B.
Bumblebee
Bumblebee is a 2018 science fiction action film in the Transformers franchise that serves as a prequel and focuses on the origin story of the beloved Autobot of the same name.
-
C.
Arcee
Arcee is a prominent female Autobot warrior in the Transformers franchise, known for her agility, motorcycle alternate mode, and close partnerships with human allies.
-
D.
Optimus Maximus
Optimus Maximus is an epithet of the Roman god Jupiter emphasizing his status as the supreme, most powerful, and most benevolent deity in the Roman pantheon.
-
E.
Autobots
The Autobots are a heroic faction of sentient transforming robots in the Transformers franchise, led by Optimus Prime and dedicated to protecting life and freedom against the Decepticons.
- 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: Bumblebee (Transformers character) Triple: [Bumblebee, originStoryOf, Bumblebee (Transformers character)]
Generated description
Bumblebee (Transformers character) is a heroic Autobot from the Transformers franchise, typically portrayed as a brave, loyal scout who often transforms into a yellow car and serves as a close ally to human protagonists.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bumblebee (Transformers character) Target entity description: Bumblebee (Transformers character) is a heroic Autobot from the Transformers franchise, typically portrayed as a brave, loyal scout who often transforms into a yellow car and serves as a close ally to human protagonists.
-
A.
Optimus Prime
Optimus Prime is the heroic leader of the Autobots in the Transformers franchise, known for his strong moral code, courage, and iconic red-and-blue truck form.
-
B.
Bumblebee
chosen
Bumblebee is a 2018 science fiction action film in the Transformers franchise that serves as a prequel and focuses on the origin story of the beloved Autobot of the same name.
-
C.
Arcee
Arcee is a prominent female Autobot warrior in the Transformers franchise, known for her agility, motorcycle alternate mode, and close partnerships with human allies.
-
D.
Optimus Maximus
Optimus Maximus is an epithet of the Roman god Jupiter emphasizing his status as the supreme, most powerful, and most benevolent deity in the Roman pantheon.
-
E.
Autobots
The Autobots are a heroic faction of sentient transforming robots in the Transformers franchise, led by Optimus Prime and dedicated to protecting life and freedom against the Decepticons.
- F. None of above.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: originStoryOf Context triple: [Bumblebee, originStoryOf, Bumblebee (Transformers character)]
-
A.
originStoryIncludes
Indicates that an entity’s origin story contains, involves, or features the referenced element as a component or part of that backstory.
-
B.
originStorySummary
chosen
Indicates a brief narrative explaining how something began, was created, or came into existence.
-
C.
storyBy
Indicates that one entity is the creator or author of the story associated with another entity.
-
D.
sourceOfStories
Indicates that one entity serves as the origin or provider of stories for another entity.
-
E.
retellsStoryOf
Indicates that one entity recounts or narrates the story originally told or experienced by another entity.
- F. None of above.
Provenance (6 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_69d822dec68081908c2553145c4051dc |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69deb44f0dd48190a78662b5998a6722 |
completed | April 14, 2026, 9:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fda91f437c8190ada4d1c3708faedd |
completed | May 8, 2026, 9:13 a.m. |
| NEDg | Description generation | batch_69fdb1ad32a4819088e5831f3d74ea4e |
completed | May 8, 2026, 9:49 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fdb316479c81909343196bb89e5e57 |
completed | May 8, 2026, 9:55 a.m. |
| PD | Predicate disambiguation | batch_69de656f9f4c81909f815b6629a9ee39 |
completed | April 14, 2026, 4:03 p.m. |
Created at: April 10, 2026, 1:25 a.m.