Triple

T13290167
Position Surface form Disambiguated ID Type / Status
Subject AMG Line E316541 entity
Predicate appliesTo P1129 FINISHED
Object Mercedes-Benz sedans
Mercedes-Benz sedans are a range of luxury four-door cars known for their premium comfort, advanced technology, and refined performance across multiple size and price segments.
E1033042 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 sedans | Statement: [AMG Line, appliesTo, Mercedes-Benz sedans]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mercedes-Benz sedans
Context triple: [AMG Line, appliesTo, Mercedes-Benz sedans]
  • A. Mercedes-Benz A-Class sedan
    The Mercedes-Benz A-Class sedan is a compact luxury four-door car that serves as an entry-level model in Mercedes-Benz’s lineup, offering premium features and technology in a small, urban-friendly package.
  • B. Mercedes-Benz W108/W109
    The Mercedes-Benz W108/W109 is a series of luxury sedans produced in the 1960s and early 1970s, renowned for their elegant design, advanced engineering, and role as predecessors to the modern S-Class.
  • C. Mercedes-Benz W154
    The Mercedes-Benz W154 was a dominant late-1930s Grand Prix racing car, famed as one of the legendary German "Silver Arrows" for its speed, engineering innovation, and racing success.
  • D. Mercedes-Benz W114
    The Mercedes-Benz W114 is a series of mid-size executive cars produced from the late 1960s to mid-1970s, known for their durable engineering, classic boxy styling, and role in establishing Mercedes’ reputation for robust, long-lasting sedans.
  • E. Mercedes-Benz SL 500
    The Mercedes-Benz SL 500 is a luxury grand touring roadster renowned for its powerful V8 engine, refined comfort, and advanced technology within the SL-Class lineup.
  • 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 sedans
Triple: [AMG Line, appliesTo, Mercedes-Benz sedans]
Generated description
Mercedes-Benz sedans are a range of luxury four-door cars known for their premium comfort, advanced technology, and refined performance across multiple size and price segments.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mercedes-Benz sedans
Target entity description: Mercedes-Benz sedans are a range of luxury four-door cars known for their premium comfort, advanced technology, and refined performance across multiple size and price segments.
  • A. Mercedes-Benz A-Class sedan
    The Mercedes-Benz A-Class sedan is a compact luxury four-door car that serves as an entry-level model in Mercedes-Benz’s lineup, offering premium features and technology in a small, urban-friendly package.
  • B. Mercedes-Benz W108/W109
    The Mercedes-Benz W108/W109 is a series of luxury sedans produced in the 1960s and early 1970s, renowned for their elegant design, advanced engineering, and role as predecessors to the modern S-Class.
  • C. Mercedes-Benz W154
    The Mercedes-Benz W154 was a dominant late-1930s Grand Prix racing car, famed as one of the legendary German "Silver Arrows" for its speed, engineering innovation, and racing success.
  • D. Mercedes-Benz W114
    The Mercedes-Benz W114 is a series of mid-size executive cars produced from the late 1960s to mid-1970s, known for their durable engineering, classic boxy styling, and role in establishing Mercedes’ reputation for robust, long-lasting sedans.
  • E. Mercedes-Benz SL 500
    The Mercedes-Benz SL 500 is a luxury grand touring roadster renowned for its powerful V8 engine, refined comfort, and advanced technology within the SL-Class lineup.
  • 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_69d806b349908190a9a61dd9323bf153 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d99077a8f48190b1163448a3a978a2 completed April 11, 2026, 12:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69f716d4a6f48190a2020e11e887be2e completed May 3, 2026, 9:35 a.m.
NEDg Description generation batch_69f717b7b6dc8190ab323c1926dd9adb completed May 3, 2026, 9:39 a.m.
NED2 Entity disambiguation (via description) batch_69f7186b6218819096c67e9dd9af609f completed May 3, 2026, 9:42 a.m.
Created at: April 9, 2026, 9:27 p.m.