Triple

T3102706
Position Surface form Disambiguated ID Type / Status
Subject BMW 3 Series E64756 entity
Predicate predecessor P97 FINISHED
Object BMW 02 Series
The BMW 02 Series is a classic line of compact executive cars from the late 1960s and 1970s that helped establish BMW’s reputation for sporty, driver-focused vehicles.
 E327254 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: BMW 02 Series | Statement: [BMW 3 Series, predecessor, BMW 02 Series]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: BMW 02 Series
Context triple: [BMW 3 Series, predecessor, BMW 02 Series]
  • A. BMW 132
    The BMW 132 was a German nine-cylinder air-cooled radial aircraft engine widely used in Luftwaffe bombers and transport aircraft during the 1930s and World War II.
  • B. BMW 1 Series
    The BMW 1 Series is a compact premium car line from BMW, known for its sporty driving dynamics and position as an entry-level model in the brand’s lineup.
  • C. BMW Z4
    The BMW Z4 is a compact luxury two-seat roadster known for its sporty performance, rear-wheel-drive dynamics, and distinctive styling.
  • D. BMW 4 Series
    The BMW 4 Series is a line of compact executive coupés and convertibles known for its sporty performance, premium features, and distinctive styling within BMW’s lineup.
  • E. BMW 3 Series
    The BMW 3 Series is a line of compact executive cars renowned for its sporty handling, premium build quality, and status as one of BMW’s most popular and influential models.
  • 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: BMW 02 Series
Triple: [BMW 3 Series, predecessor, BMW 02 Series]
Generated description
The BMW 02 Series is a classic line of compact executive cars from the late 1960s and 1970s that helped establish BMW’s reputation for sporty, driver-focused vehicles.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: BMW 02 Series
Target entity description: The BMW 02 Series is a classic line of compact executive cars from the late 1960s and 1970s that helped establish BMW’s reputation for sporty, driver-focused vehicles.
  • A. BMW 132
    The BMW 132 was a German nine-cylinder air-cooled radial aircraft engine widely used in Luftwaffe bombers and transport aircraft during the 1930s and World War II.
  • B. BMW 1 Series
    The BMW 1 Series is a compact premium car line from BMW, known for its sporty driving dynamics and position as an entry-level model in the brand’s lineup.
  • C. BMW Z4
    The BMW Z4 is a compact luxury two-seat roadster known for its sporty performance, rear-wheel-drive dynamics, and distinctive styling.
  • D. BMW 4 Series
    The BMW 4 Series is a line of compact executive coupés and convertibles known for its sporty performance, premium features, and distinctive styling within BMW’s lineup.
  • E. BMW 3 Series
    The BMW 3 Series is a line of compact executive cars renowned for its sporty handling, premium build quality, and status as one of BMW’s most popular and influential models.
  • 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_69ad857dc98481909e585dc3372e3ed5 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada26df128819086541db7680c8c24 completed March 8, 2026, 4:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69b203846a108190a97c30c463e119b1 completed March 12, 2026, 12:06 a.m.
NEDg Description generation batch_69b20482147c8190852110e01c0988f3 completed March 12, 2026, 12:10 a.m.
NED2 Entity disambiguation (via description) batch_69b205d86ab0819084a352c0b634a026 completed March 12, 2026, 12:16 a.m.
Created at: March 8, 2026, 3:03 p.m.