Triple

T2999793
Position Surface form Disambiguated ID Type / Status
Subject Wilhelm Maybach E81157 entity
Predicate memberOf P10 FINISHED
Object Daimler-Motoren-Gesellschaft management
Daimler-Motoren-Gesellschaft management was the executive leadership group overseeing the early German automotive company that played a key role in the development and commercialization of some of the first gasoline-powered vehicles.
E355697 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: Daimler-Motoren-Gesellschaft management | Statement: [Wilhelm Maybach, memberOf, Daimler-Motoren-Gesellschaft management]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Daimler-Motoren-Gesellschaft management
Context triple: [Wilhelm Maybach, memberOf, Daimler-Motoren-Gesellschaft management]
  • A. Daimler AG
    Daimler AG was a major German multinational automotive corporation best known as the longtime manufacturer and corporate parent behind the Mercedes-Benz brand.
  • 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. Volkswagen Group
    Volkswagen Group is a major German multinational automotive manufacturer that owns brands such as Volkswagen, Audi, Porsche, and Škoda and is one of the largest car producers in the world.
  • D. 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.
  • E. Robert Bosch
    Robert Bosch was a German industrialist, engineer, and philanthropist best known as the founder of the multinational engineering and technology company Bosch.
  • 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: Daimler-Motoren-Gesellschaft management
Triple: [Wilhelm Maybach, memberOf, Daimler-Motoren-Gesellschaft management]
Generated description
Daimler-Motoren-Gesellschaft management was the executive leadership group overseeing the early German automotive company that played a key role in the development and commercialization of some of the first gasoline-powered vehicles.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Daimler-Motoren-Gesellschaft management
Target entity description: Daimler-Motoren-Gesellschaft management was the executive leadership group overseeing the early German automotive company that played a key role in the development and commercialization of some of the first gasoline-powered vehicles.
  • A. Daimler AG
    Daimler AG was a major German multinational automotive corporation best known as the longtime manufacturer and corporate parent behind the Mercedes-Benz brand.
  • 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. Volkswagen Group
    Volkswagen Group is a major German multinational automotive manufacturer that owns brands such as Volkswagen, Audi, Porsche, and Škoda and is one of the largest car producers in the world.
  • D. 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.
  • E. Robert Bosch
    Robert Bosch was a German industrialist, engineer, and philanthropist best known as the founder of the multinational engineering and technology company Bosch.
  • 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_69ad8b187fc8819085914d3c9ea3142d completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad99f8eb248190b50fd539a06a5a62 completed March 8, 2026, 3:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69b34bab35a0819081b6c568606b4c37 completed March 12, 2026, 11:26 p.m.
NEDg Description generation batch_69b34ff5a3608190bf8f33ae25b3d1ba completed March 12, 2026, 11:44 p.m.
NED2 Entity disambiguation (via description) batch_69b350b528e4819083497ecfaec5c80d completed March 12, 2026, 11:48 p.m.
Created at: March 8, 2026, 2:59 p.m.