Triple
T20634998
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Haldex all-wheel-drive system |
E507052
|
entity |
| Predicate | marketedAs |
P1395
|
FINISHED |
| Object |
4MOTION in Volkswagen vehicles
4MOTION in Volkswagen vehicles is the brand name for the company’s on-demand all-wheel-drive system that automatically distributes power between the front and rear wheels to enhance traction and stability.
|
E1440564
|
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: 4MOTION in Volkswagen vehicles | Statement: [Haldex all-wheel-drive system, marketedAs, 4MOTION in Volkswagen vehicles]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: 4MOTION in Volkswagen vehicles Context triple: [Haldex all-wheel-drive system, marketedAs, 4MOTION in Volkswagen vehicles]
-
A.
Volkswagen MLB platform
The Volkswagen MLB platform is a modular longitudinal architecture used by the Volkswagen Group for premium vehicles with longitudinally mounted engines, underpinning various Audi and other high-end models.
-
B.
Volkswagen D1 platform
The Volkswagen D1 platform is a high-end full-size luxury car architecture developed by Volkswagen Group and used for flagship models such as the Bentley Continental and Volkswagen Phaeton.
-
C.
Volkswagen Group T platform
The Volkswagen Group T platform is a shared vehicle architecture used for Volkswagen’s light commercial vans and related models across its brands.
-
D.
Volkswagen Group PL50
Volkswagen Group PL50 is an earlier-generation automotive platform developed by Volkswagen Group for compact and mid-size vehicles, preceding the PL71 platform in the company’s lineup.
-
E.
Volkswagen Group MSB platform
The Volkswagen Group MSB platform is a modular rear-wheel- and all-wheel-drive architecture developed primarily by Porsche for high-end luxury and performance cars such as the Panamera.
- 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: 4MOTION in Volkswagen vehicles Triple: [Haldex all-wheel-drive system, marketedAs, 4MOTION in Volkswagen vehicles]
Generated description
4MOTION in Volkswagen vehicles is the brand name for the company’s on-demand all-wheel-drive system that automatically distributes power between the front and rear wheels to enhance traction and stability.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: 4MOTION in Volkswagen vehicles Target entity description: 4MOTION in Volkswagen vehicles is the brand name for the company’s on-demand all-wheel-drive system that automatically distributes power between the front and rear wheels to enhance traction and stability.
-
A.
Volkswagen MLB platform
The Volkswagen MLB platform is a modular longitudinal architecture used by the Volkswagen Group for premium vehicles with longitudinally mounted engines, underpinning various Audi and other high-end models.
-
B.
Volkswagen D1 platform
The Volkswagen D1 platform is a high-end full-size luxury car architecture developed by Volkswagen Group and used for flagship models such as the Bentley Continental and Volkswagen Phaeton.
-
C.
Volkswagen Group T platform
The Volkswagen Group T platform is a shared vehicle architecture used for Volkswagen’s light commercial vans and related models across its brands.
-
D.
Volkswagen Group PL50
Volkswagen Group PL50 is an earlier-generation automotive platform developed by Volkswagen Group for compact and mid-size vehicles, preceding the PL71 platform in the company’s lineup.
-
E.
Volkswagen Group MSB platform
The Volkswagen Group MSB platform is a modular rear-wheel- and all-wheel-drive architecture developed primarily by Porsche for high-end luxury and performance cars such as the Panamera.
- 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_69e0b4bd4a0081908d4e97a590a33fb2 |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e6ad0e5fc481909e4f0dd7fb1203fc |
completed | April 20, 2026, 10:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a08bb255d4c8190a4f9725bcc200c17 |
completed | May 16, 2026, 6:44 p.m. |
| NEDg | Description generation | batch_6a08bb6fcfd08190946b0ed54a90e6b2 |
completed | May 16, 2026, 6:46 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a08bbe309f4819092fc1c95b91562c1 |
completed | May 16, 2026, 6:48 p.m. |
Created at: April 16, 2026, 11:42 a.m.