Triple

T3182057
Position Surface form Disambiguated ID Type / Status
Subject BMW 7 Series E66610 entity
Predicate hasGeneration P455 FINISHED
Object BMW E32
The BMW E32 is the second-generation BMW 7 Series luxury sedan, produced from the late 1980s to the mid-1990s and known for introducing advanced technologies and a V12 engine to BMW’s flagship lineup.
 E342240 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 E32 | Statement: [BMW 7 Series, hasGeneration, BMW E32]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: BMW E32
Context triple: [BMW 7 Series, hasGeneration, BMW E32]
  • A. BMW E23
    The BMW E23 is the first generation of BMW's flagship 7 Series luxury sedan, produced from the late 1970s through the 1980s and known for introducing advanced technology and executive-class comfort to the lineup.
  • B. BMW Z3
    The BMW Z3 is a compact two-seat roadster (and later coupe) produced by BMW from the mid-1990s to early 2000s, known for its sporty handling and appearance in the James Bond film "GoldenEye."
  • C. 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.
  • D. 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.
  • 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 E32
Triple: [BMW 7 Series, hasGeneration, BMW E32]
Generated description
The BMW E32 is the second-generation BMW 7 Series luxury sedan, produced from the late 1980s to the mid-1990s and known for introducing advanced technologies and a V12 engine to BMW’s flagship lineup.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: BMW E32
Target entity description: The BMW E32 is the second-generation BMW 7 Series luxury sedan, produced from the late 1980s to the mid-1990s and known for introducing advanced technologies and a V12 engine to BMW’s flagship lineup.
  • A. BMW E23
    The BMW E23 is the first generation of BMW's flagship 7 Series luxury sedan, produced from the late 1970s through the 1980s and known for introducing advanced technology and executive-class comfort to the lineup.
  • B. BMW Z3
    The BMW Z3 is a compact two-seat roadster (and later coupe) produced by BMW from the mid-1990s to early 2000s, known for its sporty handling and appearance in the James Bond film "GoldenEye."
  • C. 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.
  • D. 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.
  • 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_69ad8587c1bc8190a2595f2c22ee1001 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada6bd07888190b680eace8290d821 completed March 8, 2026, 4:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69b28e4cdd2c8190a4b09e968b9d39be completed March 12, 2026, 9:58 a.m.
NEDg Description generation batch_69b28f6d8a948190b9aac1b90de472d6 completed March 12, 2026, 10:03 a.m.
NED2 Entity disambiguation (via description) batch_69b2c092063481909982dea3f71c00c1 completed March 12, 2026, 1:33 p.m.
Created at: March 8, 2026, 3:06 p.m.