Triple
T9234640
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | BMW CLAR platform |
E221905
|
entity |
| Predicate | predecessor |
P97
|
FINISHED |
| Object |
BMW 5 Series platform (F10)
The BMW 5 Series platform (F10) is the sixth-generation mid-size luxury car architecture used by BMW from around 2010 to 2017, underpinning the F10 sedan and its related variants before the introduction of the CLAR-based successor.
|
E787511
|
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 5 Series platform (F10) | Statement: [BMW CLAR platform, predecessor, BMW 5 Series platform (F10)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: BMW 5 Series platform (F10) Context triple: [BMW CLAR platform, predecessor, BMW 5 Series platform (F10)]
-
A.
BMW CLAR platform
The BMW CLAR platform is BMW’s modular rear- and all-wheel-drive vehicle architecture that underpins many of its modern mid-size to full-size models, enabling flexible use of combustion, hybrid, and electric powertrains.
-
B.
BMW 5 Series
The BMW 5 Series is a line of executive mid-size luxury cars known for combining performance, comfort, and advanced technology.
-
C.
BMW 7 Series
The BMW 7 Series is BMW’s flagship full-size luxury sedan line, known for its advanced technology, comfort, and performance.
-
D.
BMW X Series
The BMW X Series is a lineup of BMW’s luxury crossover and sport utility vehicles known for combining premium comfort with sporty performance and all-wheel-drive capability.
-
E.
Mercedes-Benz E-Class platform
The Mercedes-Benz E-Class platform is a mid-size luxury vehicle architecture used as the technical foundation for various Mercedes-Benz models, providing a balance of comfort, performance, and advanced technology.
- 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 5 Series platform (F10) Triple: [BMW CLAR platform, predecessor, BMW 5 Series platform (F10)]
Generated description
The BMW 5 Series platform (F10) is the sixth-generation mid-size luxury car architecture used by BMW from around 2010 to 2017, underpinning the F10 sedan and its related variants before the introduction of the CLAR-based successor.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: BMW 5 Series platform (F10) Target entity description: The BMW 5 Series platform (F10) is the sixth-generation mid-size luxury car architecture used by BMW from around 2010 to 2017, underpinning the F10 sedan and its related variants before the introduction of the CLAR-based successor.
-
A.
BMW CLAR platform
The BMW CLAR platform is BMW’s modular rear- and all-wheel-drive vehicle architecture that underpins many of its modern mid-size to full-size models, enabling flexible use of combustion, hybrid, and electric powertrains.
-
B.
BMW 5 Series
The BMW 5 Series is a line of executive mid-size luxury cars known for combining performance, comfort, and advanced technology.
-
C.
BMW 7 Series
The BMW 7 Series is BMW’s flagship full-size luxury sedan line, known for its advanced technology, comfort, and performance.
-
D.
BMW X Series
The BMW X Series is a lineup of BMW’s luxury crossover and sport utility vehicles known for combining premium comfort with sporty performance and all-wheel-drive capability.
-
E.
Mercedes-Benz E-Class platform
The Mercedes-Benz E-Class platform is a mid-size luxury vehicle architecture used as the technical foundation for various Mercedes-Benz models, providing a balance of comfort, performance, and advanced technology.
- 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_69ca83ed628c8190bc02d641e57f097f |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69ccee1cca0c8190bf587f54236c9e45 |
completed | April 1, 2026, 10:06 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d077c31f588190bae2af98e3b71c38 |
completed | April 4, 2026, 2:30 a.m. |
| NEDg | Description generation | batch_69d07bc3c5cc8190a35561279ff0f1a2 |
completed | April 4, 2026, 2:47 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d07c725a0c8190bf905461a38ef65e |
completed | April 4, 2026, 2:50 a.m. |
Created at: March 30, 2026, 7:29 p.m.