Triple

T8326832
Position Surface form Disambiguated ID Type / Status
Subject Volkswagen Group MQB platform E194974 entity
Predicate translation P2303 FINISHED
Object Modular Transverse Matrix
Modular Transverse Matrix is Volkswagen Group’s flexible vehicle architecture designed for front-engined, front-wheel-drive and all-wheel-drive cars, enabling shared components and production efficiencies across multiple models and brands.
E725222 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: Modular Transverse Matrix | Statement: [Volkswagen Group MQB platform, translation, Modular Transverse Matrix]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Modular Transverse Matrix
Context triple: [Volkswagen Group MQB platform, translation, Modular Transverse Matrix]
  • A. Matrix
    Matrix is a professional haircare and hair color brand widely used in salons and owned by the cosmetics company L'Oréal.
  • B. Matrix
    The Matrix is a vast, sentient data repository and virtual reality construct on Gallifrey that stores the knowledge, memories, and consciousness of Time Lords in the Doctor Who universe.
  • C. AbstractMatrix
    AbstractMatrix is a core Julia type that defines the generic interface and behavior for all two-dimensional array and matrix-like structures in the LinearAlgebra ecosystem.
  • D. Mueller matrix
    The Mueller matrix is a 4×4 matrix that characterizes how an optical system transforms the polarization state of light, represented by Stokes parameters.
  • E. Toeplitz matrices
    Toeplitz matrices are structured matrices whose entries are constant along each diagonal, playing a central role in operator theory, numerical analysis, and signal processing.
  • 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: Modular Transverse Matrix
Triple: [Volkswagen Group MQB platform, translation, Modular Transverse Matrix]
Generated description
Modular Transverse Matrix is Volkswagen Group’s flexible vehicle architecture designed for front-engined, front-wheel-drive and all-wheel-drive cars, enabling shared components and production efficiencies across multiple models and brands.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Modular Transverse Matrix
Target entity description: Modular Transverse Matrix is Volkswagen Group’s flexible vehicle architecture designed for front-engined, front-wheel-drive and all-wheel-drive cars, enabling shared components and production efficiencies across multiple models and brands.
  • A. Matrix
    Matrix is a professional haircare and hair color brand widely used in salons and owned by the cosmetics company L'Oréal.
  • B. Matrix
    The Matrix is a vast, sentient data repository and virtual reality construct on Gallifrey that stores the knowledge, memories, and consciousness of Time Lords in the Doctor Who universe.
  • C. AbstractMatrix
    AbstractMatrix is a core Julia type that defines the generic interface and behavior for all two-dimensional array and matrix-like structures in the LinearAlgebra ecosystem.
  • D. Mueller matrix
    The Mueller matrix is a 4×4 matrix that characterizes how an optical system transforms the polarization state of light, represented by Stokes parameters.
  • E. Toeplitz matrices
    Toeplitz matrices are structured matrices whose entries are constant along each diagonal, playing a central role in operator theory, numerical analysis, and signal processing.
  • 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_69ca82e87f2c8190bdb71ee29dfc642d completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb7f80ed288190b300e18b9bc58824 completed March 31, 2026, 8:02 a.m.
NED1 Entity disambiguation (via context triple) batch_69cd95b92708819097795498f9ebcdfc completed April 1, 2026, 10:01 p.m.
NEDg Description generation batch_69cdab60ec308190a9001f9235e556b4 completed April 1, 2026, 11:33 p.m.
NED2 Entity disambiguation (via description) batch_69cdb2e3457c8190a2d0cb6eeb81c9ef completed April 2, 2026, 12:05 a.m.
Created at: March 30, 2026, 5:56 p.m.