Triple

T13502993
Position Surface form Disambiguated ID Type / Status
Subject Mercedes-AMG F1 W07 Hybrid E320938 entity
Predicate powerUnitManufacturer P4022 FINISHED
Object Mercedes-Benz High Performance Powertrains
Mercedes-Benz High Performance Powertrains is a specialized engineering division of Mercedes-Benz responsible for designing and building high-performance hybrid and internal combustion power units for Formula One and other top-level motorsport programs.
E1044440 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: Mercedes-Benz High Performance Powertrains | Statement: [Mercedes-AMG F1 W07 Hybrid, powerUnitManufacturer, Mercedes-Benz High Performance Powertrains]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mercedes-Benz High Performance Powertrains
Context triple: [Mercedes-AMG F1 W07 Hybrid, powerUnitManufacturer, Mercedes-Benz High Performance Powertrains]
  • A. Mercedes-Benz MFA platform
    The Mercedes-Benz MFA platform is a modular front-wheel-drive architecture used by Mercedes-Benz for its compact and entry-level models, enabling shared components and flexible vehicle design.
  • B. Mercedes-Benz M100 engine family
    The Mercedes-Benz M100 engine family is a line of large-displacement, high-performance V8 engines used in the brand’s flagship luxury and performance models of the 1960s and 1970s.
  • C. Mercedes-Benz OM668 automotive diesel engine
    The Mercedes-Benz OM668 is a compact, four-cylinder turbocharged diesel engine originally designed for automotive use, known for its efficiency and durability and later adapted for applications such as light aircraft.
  • D. Mercedes-Benz EVA platform
    The Mercedes-Benz EVA platform is a dedicated electric vehicle architecture developed by Mercedes-Benz for its large luxury EV models, enabling long range, high performance, and advanced technology integration.
  • E. Maybach HL 120 engine family
    The Maybach HL 120 engine family comprises a series of German V-12 gasoline engines widely used to power Wehrmacht tanks and armored vehicles during World War II.
  • 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: Mercedes-Benz High Performance Powertrains
Triple: [Mercedes-AMG F1 W07 Hybrid, powerUnitManufacturer, Mercedes-Benz High Performance Powertrains]
Generated description
Mercedes-Benz High Performance Powertrains is a specialized engineering division of Mercedes-Benz responsible for designing and building high-performance hybrid and internal combustion power units for Formula One and other top-level motorsport programs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mercedes-Benz High Performance Powertrains
Target entity description: Mercedes-Benz High Performance Powertrains is a specialized engineering division of Mercedes-Benz responsible for designing and building high-performance hybrid and internal combustion power units for Formula One and other top-level motorsport programs.
  • A. Mercedes-Benz MFA platform
    The Mercedes-Benz MFA platform is a modular front-wheel-drive architecture used by Mercedes-Benz for its compact and entry-level models, enabling shared components and flexible vehicle design.
  • B. Mercedes-Benz M100 engine family
    The Mercedes-Benz M100 engine family is a line of large-displacement, high-performance V8 engines used in the brand’s flagship luxury and performance models of the 1960s and 1970s.
  • C. Mercedes-Benz OM668 automotive diesel engine
    The Mercedes-Benz OM668 is a compact, four-cylinder turbocharged diesel engine originally designed for automotive use, known for its efficiency and durability and later adapted for applications such as light aircraft.
  • D. Mercedes-Benz EVA platform
    The Mercedes-Benz EVA platform is a dedicated electric vehicle architecture developed by Mercedes-Benz for its large luxury EV models, enabling long range, high performance, and advanced technology integration.
  • E. Maybach HL 120 engine family
    The Maybach HL 120 engine family comprises a series of German V-12 gasoline engines widely used to power Wehrmacht tanks and armored vehicles during World War II.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: powerUnitManufacturer
Context triple: [Mercedes-AMG F1 W07 Hybrid, powerUnitManufacturer, Mercedes-Benz High Performance Powertrains]
  • A. powerplantManufacturer
    Indicates that one entity is the company or organization responsible for manufacturing or producing the power plant associated with another entity.
  • B. manufacturerType
    Indicates the classification or category of a manufacturer based on its role, characteristics, or production type.
  • C. manufacturedBy chosen
    Indicates that an item or product is produced or created by a specific manufacturer or maker.
  • D. winnerPowertrainType
    Indicates the type of powertrain used by the entity that is identified as the winner in a given context or competition.
  • E. engineBrand
    Indicates that one entity is the brand or manufacturer of the engine used 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_69d807629d6c8190998f1b9bb12d2ed0 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbaf50f4a48190a44fc537b78c32fd completed April 12, 2026, 2:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69f75489e9908190b133937b5e92732d completed May 3, 2026, 1:58 p.m.
NEDg Description generation batch_69f7555173d08190be887e81c148192e completed May 3, 2026, 2:01 p.m.
NED2 Entity disambiguation (via description) batch_69f75675df788190b4aa562fe0bc1d75 completed May 3, 2026, 2:06 p.m.
PD Predicate disambiguation batch_69dbae06061881909a6a6032e0507587 completed April 12, 2026, 2:36 p.m.
Created at: April 9, 2026, 9:43 p.m.