Triple
T13069978
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | BMW xDrive |
E329429
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object | Mercedes-Benz 4MATIC |
E319545
|
NE FINISHED |
How this triple was built (2 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 4MATIC | Statement: [BMW xDrive, relatedTo, Mercedes-Benz 4MATIC]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mercedes-Benz 4MATIC Context triple: [BMW xDrive, relatedTo, Mercedes-Benz 4MATIC]
-
A.
4MATIC
chosen
4MATIC is Mercedes-Benz’s proprietary all-wheel-drive system designed to enhance traction, handling, and stability across various driving conditions.
-
B.
Mercedes-Benz MFA platform
The Mercedes-Benz MFA platform is a modular front-wheel-drive architecture used by Mercedes-Benz for its compact and entry-level models, enabling shared components and flexible vehicle design.
-
C.
quattro all-wheel drive
quattro all-wheel drive is Audi’s signature permanent all-wheel-drive system designed to enhance traction, handling, and stability across varying driving conditions.
-
D.
Haldex all-wheel-drive system
The Haldex all-wheel-drive system is an electronically controlled, on-demand AWD technology widely used by various car manufacturers to improve traction and handling by dynamically distributing power between the front and rear wheels.
-
E.
i-VTM4 all-wheel-drive system
The i-VTM4 all-wheel-drive system is Honda’s torque-vectoring AWD technology that actively distributes power between the front and rear wheels and across the rear axle to enhance traction, handling, and stability in varying road conditions.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d80771749c81909a6d9197b9504872 |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69d980ee6130819095d835e7ff6a8c5b |
completed | April 10, 2026, 10:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6d60510dc81909e0cba8b63a50d9c |
completed | May 3, 2026, 4:58 a.m. |
Created at: April 9, 2026, 9 p.m.