Triple

T6192949
Position Surface form Disambiguated ID Type / Status
Subject Vance, Alabama (part) E138438 entity
Predicate economicLink P25108 FINISHED
Object Mercedes-Benz U.S. International
Mercedes-Benz U.S. International is the U.S.-based manufacturing subsidiary of Mercedes-Benz that operates a major automotive assembly plant in Vance, Alabama.
E584845 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 U.S. International | Statement: [Vance, Alabama (part), economicLink, Mercedes-Benz U.S. International]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mercedes-Benz U.S. International
Context triple: [Vance, Alabama (part), economicLink, Mercedes-Benz U.S. International]
  • 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
    Mercedes is a courageous and compassionate housekeeper who secretly aids the Spanish Maquis resistance in Guillermo del Toro’s dark fantasy film "Pan’s Labyrinth."
  • E. Mercedes
    Mercedes is a coastal municipality in the province of Eastern Samar in the Philippines, known for its rural communities and fishing-based local economy.
  • 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 U.S. International
Triple: [Vance, Alabama (part), economicLink, Mercedes-Benz U.S. International]
Generated description
Mercedes-Benz U.S. International is the U.S.-based manufacturing subsidiary of Mercedes-Benz that operates a major automotive assembly plant in Vance, Alabama.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mercedes-Benz U.S. International
Target entity description: Mercedes-Benz U.S. International is the U.S.-based manufacturing subsidiary of Mercedes-Benz that operates a major automotive assembly plant in Vance, Alabama.
  • 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
    Mercedes is a coastal municipality in the province of Eastern Samar in the Philippines, known for its rural communities and fishing-based local economy.
  • E. Mercedes
    Mercedes is a minor but memorable character in Jack London’s novel "The Call of the Wild," portrayed as a pampered, naive woman whose behavior contributes to the hardship and downfall of her sledding party.
  • 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_69c008ab9b3081908a11b2c744838435 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c06241977c81909ab8486f5aa30be0 completed March 22, 2026, 9:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69c5e3d49bb88190991aff5e6bb4751a completed March 27, 2026, 1:56 a.m.
NEDg Description generation batch_69c5edb787248190a522048b199b3253 completed March 27, 2026, 2:38 a.m.
NED2 Entity disambiguation (via description) batch_69c5ee14df8881909fdcfa4e271dd637 completed March 27, 2026, 2:40 a.m.
Created at: March 22, 2026, 4:19 p.m.