Triple

T17862320
Position Surface form Disambiguated ID Type / Status
Subject Walker Edmiston E446102 entity
Predicate performedVoiceFor P55263 FINISHED
Object Inferno (Transformers character)
Inferno is a heroic Autobot from the Transformers franchise, typically depicted as a red fire truck who serves as a firefighter and warrior.
E1292369 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: Inferno (Transformers character) | Statement: [Walker Edmiston, performedVoiceFor, Inferno (Transformers character)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Inferno (Transformers character)
Context triple: [Walker Edmiston, performedVoiceFor, Inferno (Transformers character)]
  • A. Decepticon super-warrior
    Decepticon super-warrior is a powerful combined Transformer formed from multiple Constructicons, known for its immense strength and destructive capabilities in the Transformers universe.
  • B. Cybertronian
    A Cybertronian is a sentient, shape-shifting robotic lifeform from the planet Cybertron in the Transformers universe.
  • C. Galvatron
    Galvatron is a powerful Decepticon leader in the Transformers franchise, often depicted as a reborn or upgraded form of Megatron with advanced and destructive capabilities.
  • D. Optimus Primal
    Optimus Primal is the noble Maximal leader who transforms into a powerful gorilla and plays a central heroic role in the Transformers franchise.
  • E. Grimlock
    Grimlock is a powerful Dinobot from the Transformers franchise, known for transforming into a mechanical Tyrannosaurus rex and his brutish strength and limited speech.
  • 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: Inferno (Transformers character)
Triple: [Walker Edmiston, performedVoiceFor, Inferno (Transformers character)]
Generated description
Inferno is a heroic Autobot from the Transformers franchise, typically depicted as a red fire truck who serves as a firefighter and warrior.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Inferno (Transformers character)
Target entity description: Inferno is a heroic Autobot from the Transformers franchise, typically depicted as a red fire truck who serves as a firefighter and warrior.
  • A. Decepticon super-warrior
    Decepticon super-warrior is a powerful combined Transformer formed from multiple Constructicons, known for its immense strength and destructive capabilities in the Transformers universe.
  • B. Cybertronian
    A Cybertronian is a sentient, shape-shifting robotic lifeform from the planet Cybertron in the Transformers universe.
  • C. Galvatron
    Galvatron is a powerful Decepticon leader in the Transformers franchise, often depicted as a reborn or upgraded form of Megatron with advanced and destructive capabilities.
  • D. Optimus Primal
    Optimus Primal is the noble Maximal leader who transforms into a powerful gorilla and plays a central heroic role in the Transformers franchise.
  • E. Grimlock
    Grimlock is a powerful Dinobot from the Transformers franchise, known for transforming into a mechanical Tyrannosaurus rex and his brutish strength and limited speech.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: performedVoiceFor
Context triple: [Walker Edmiston, performedVoiceFor, Inferno (Transformers character)]
  • A. hasVocalPerformanceBy
    Indicates that a vocal performance in a work or recording is performed by a specified person or group.
  • B. singsVoiceBy
    Indicates that a singing performance is rendered using a particular voice or vocal part.
  • C. performedTo
    Indicates that an action or performance is directed toward or carried out on a particular entity.
  • D. performedSongFor
    Indicates that one entity performed a song specifically for another entity as the intended audience or recipient.
  • E. hasVoiceIn chosen
    Indicates that an entity participates by providing a voice role or vocal performance in another entity, such as a work, production, or recording.
  • 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_69d8b9f26f18819089c9e43250bee6ae completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e49790ea148190b7a966812d44f430 completed April 19, 2026, 8:51 a.m.
NED1 Entity disambiguation (via context triple) batch_6a030c680eb08190a26a0137b144fb48 completed May 12, 2026, 11:18 a.m.
NEDg Description generation batch_6a030d662bfc8190898bf587e83dda90 completed May 12, 2026, 11:22 a.m.
NED2 Entity disambiguation (via description) batch_6a030e1b78388190bbad5f4f967c31d3 completed May 12, 2026, 11:25 a.m.
PD Predicate disambiguation batch_69e3d8e6d2e88190ad9ef9f8a99f13e6 completed April 18, 2026, 7:17 p.m.
Created at: April 10, 2026, 10:17 a.m.