Triple

T6058981
Position Surface form Disambiguated ID Type / Status
Subject Mercedes-Benz USA E134983 entity
Predicate partOf P40 FINISHED
Object Mercedes-Benz global sales network
The Mercedes-Benz global sales network is the worldwide organizational and distribution system through which Mercedes-Benz markets, sells, and services its vehicles across international markets.
E567062 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: Mercedes-Benz global sales network | Statement: [Mercedes-Benz USA, partOf, Mercedes-Benz global sales network]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mercedes-Benz global sales network
Context triple: [Mercedes-Benz USA, partOf, Mercedes-Benz global sales network]
  • A. Mercedes-Benz USA
    Mercedes-Benz USA is the American subsidiary of the German luxury automobile manufacturer Mercedes-Benz, responsible for marketing, sales, and distribution of its vehicles in the United States.
  • B. Mercedes-Benz
    Mercedes-Benz is a German luxury automobile manufacturer renowned for its premium cars, engineering innovation, and iconic three-pointed star logo.
  • C. Mercedes-Benz UK
    Mercedes-Benz UK is the British subsidiary of the German luxury automobile manufacturer Mercedes-Benz, responsible for the brand’s sales, marketing, and customer operations across the United Kingdom.
  • D. Mercedes-Benz World
    Mercedes-Benz World is an automotive experience and exhibition center in Weybridge, Surrey, featuring Mercedes-Benz vehicle displays, driving experiences, and brand history attractions.
  • E. 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.
  • 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 global sales network
Triple: [Mercedes-Benz USA, partOf, Mercedes-Benz global sales network]
Generated description
The Mercedes-Benz global sales network is the worldwide organizational and distribution system through which Mercedes-Benz markets, sells, and services its vehicles across international markets.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mercedes-Benz global sales network
Target entity description: The Mercedes-Benz global sales network is the worldwide organizational and distribution system through which Mercedes-Benz markets, sells, and services its vehicles across international markets.
  • A. Mercedes-Benz USA
    Mercedes-Benz USA is the American subsidiary of the German luxury automobile manufacturer Mercedes-Benz, responsible for marketing, sales, and distribution of its vehicles in the United States.
  • B. Mercedes-Benz
    Mercedes-Benz is a German luxury automobile manufacturer renowned for its premium cars, engineering innovation, and iconic three-pointed star logo.
  • C. Mercedes-Benz UK
    Mercedes-Benz UK is the British subsidiary of the German luxury automobile manufacturer Mercedes-Benz, responsible for the brand’s sales, marketing, and customer operations across the United Kingdom.
  • D. Mercedes-Benz World
    Mercedes-Benz World is an automotive experience and exhibition center in Weybridge, Surrey, featuring Mercedes-Benz vehicle displays, driving experiences, and brand history attractions.
  • E. 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.
  • 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_69c00878d06881909ee78e88913bf890 completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c0570e64408190ae7a2504f63bb58a completed March 22, 2026, 8:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69c11d13627081908a4b1d758ecb8ddc completed March 23, 2026, 10:59 a.m.
NEDg Description generation batch_69c11da387dc819088fc37ea1c3daed8 completed March 23, 2026, 11:01 a.m.
NED2 Entity disambiguation (via description) batch_69c11e5efd848190adb834e42b4bdc9e completed March 23, 2026, 11:05 a.m.
Created at: March 22, 2026, 4:10 p.m.