Triple

T1038458
Position Surface form Disambiguated ID Type / Status
Subject Transformers: The Ride 3D E22416 entity
Predicate featuresCharacter P626 FINISHED
Object Ratchet
Ratchet is an Autobot medic from the Transformers franchise, known for his technical expertise and role in repairing and supporting his fellow Transformers.
 E120124 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: Ratchet | Statement: [Transformers: The Ride 3D, featuresCharacter, Ratchet]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ratchet
Context triple: [Transformers: The Ride 3D, featuresCharacter, Ratchet]
  • A. Dextre
    Dextre is a two-armed robotic handyman on the International Space Station designed to perform delicate maintenance tasks and reduce the need for spacewalks.
  • B. Rasor
    Rasor is a comic servant character in John Vanbrugh’s Restoration comedy play "The Provoked Wife."
  • C. Blaze
    Blaze is the anthropomorphic orange cat mascot of the Portland Trail Blazers NBA team.
  • D. Tikkana
    Tikkana was a prominent 13th-century Telugu poet and scholar best known for translating a major portion of the Mahabharata into Telugu and helping shape classical Telugu literature.
  • E. Kraftt
    Kraftt is an alternative or variant form of the name "Kraft," likely referring to the same or a closely related entity, such as the well-known food brand or surname.
  • 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: Ratchet
Triple: [Transformers: The Ride 3D, featuresCharacter, Ratchet]
Generated description
Ratchet is an Autobot medic from the Transformers franchise, known for his technical expertise and role in repairing and supporting his fellow Transformers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ratchet
Target entity description: Ratchet is an Autobot medic from the Transformers franchise, known for his technical expertise and role in repairing and supporting his fellow Transformers.
  • A. Dextre
    Dextre is a two-armed robotic handyman on the International Space Station designed to perform delicate maintenance tasks and reduce the need for spacewalks.
  • B. Rasor
    Rasor is a comic servant character in John Vanbrugh’s Restoration comedy play "The Provoked Wife."
  • C. Blaze
    Blaze is the anthropomorphic orange cat mascot of the Portland Trail Blazers NBA team.
  • D. Tikkana
    Tikkana was a prominent 13th-century Telugu poet and scholar best known for translating a major portion of the Mahabharata into Telugu and helping shape classical Telugu literature.
  • E. Kraftt
    Kraftt is an alternative or variant form of the name "Kraft," likely referring to the same or a closely related entity, such as the well-known food brand or surname.
  • 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_69a493d91478819094cc01fb65564bc1 completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b82b3ef08190bcd24845b4418d47 completed March 1, 2026, 10:05 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac3bc58d8c8190b9dc7a4bc986abcb completed March 7, 2026, 2:52 p.m.
NEDg Description generation batch_69ac3cf534008190a034d71c90f35efd completed March 7, 2026, 2:57 p.m.
NED2 Entity disambiguation (via description) batch_69ac3d61a0c48190b619b3049df33512 completed March 7, 2026, 2:59 p.m.
Created at: March 1, 2026, 7:41 p.m.