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.