Triple
T9234661
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | BMW CLAR platform |
E221905
|
entity |
| Predicate | brandAssociation |
P629
|
FINISHED |
| Object |
BMW i
BMW i is BMW’s sub-brand dedicated to developing and marketing electric and plug-in hybrid vehicles with a focus on sustainability and advanced technology.
|
E10671
|
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 i | Statement: [BMW CLAR platform, brandAssociation, BMW i]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: BMW i Context triple: [BMW CLAR platform, brandAssociation, BMW i]
-
A.
BMW
BMW is a German luxury automobile and motorcycle manufacturer renowned for its performance-oriented vehicles and engineering.
-
B.
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.
-
C.
BMW iX
The BMW iX is a fully electric luxury SUV that showcases BMW’s latest advancements in electric powertrains, connectivity, and driver-assistance technology.
-
D.
BMW New Class
BMW New Class was a pivotal line of compact sedans and coupes produced in the 1960s and early 1970s that revived BMW’s fortunes and established the brand’s modern sporting identity.
-
E.
BMW i4
The BMW i4 is an all-electric compact executive sedan that combines BMW’s performance-oriented driving dynamics with zero-emission powertrains and modern, tech-focused interiors.
- 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 i Triple: [BMW CLAR platform, brandAssociation, BMW i]
Generated description
BMW i is BMW’s sub-brand dedicated to developing and marketing electric and plug-in hybrid vehicles with a focus on sustainability and advanced technology.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: BMW i Target entity description: BMW i is BMW’s sub-brand dedicated to developing and marketing electric and plug-in hybrid vehicles with a focus on sustainability and advanced technology.
-
A.
BMW
chosen
BMW is a German luxury automobile and motorcycle manufacturer renowned for its performance-oriented vehicles and engineering.
-
B.
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.
-
C.
BMW iX
The BMW iX is a fully electric luxury SUV that showcases BMW’s latest advancements in electric powertrains, connectivity, and driver-assistance technology.
-
D.
BMW New Class
BMW New Class was a pivotal line of compact sedans and coupes produced in the 1960s and early 1970s that revived BMW’s fortunes and established the brand’s modern sporting identity.
-
E.
BMW i4
The BMW i4 is an all-electric compact executive sedan that combines BMW’s performance-oriented driving dynamics with zero-emission powertrains and modern, tech-focused interiors.
- F. None of above.
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.