Triple
T1903515
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Audi |
E37745
|
entity |
| Predicate | hasTechnology |
P1485
|
FINISHED |
| Object |
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.
|
E212608
|
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: quattro all-wheel drive | Statement: [Audi, hasTechnology, quattro all-wheel drive]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: quattro all-wheel drive Context triple: [Audi, hasTechnology, quattro all-wheel drive]
-
A.
Saab XWD all-wheel-drive system
The Saab XWD all-wheel-drive system is an advanced, electronically controlled AWD setup designed to enhance traction, handling, and stability by actively distributing power between the front and rear wheels (and between rear wheels in some versions).
-
B.
The Ultimate Driving Machine
The Ultimate Driving Machine is the iconic marketing slogan used by BMW to emphasize its focus on performance-oriented, premium driving experiences.
-
C.
Maxus
Maxus is a commercial vehicle brand known for producing vans, pickups, and light trucks, owned by the Chinese automotive giant SAIC Motor.
-
D.
Vivaro-Alpine
Vivaro-Alpine is a Romance language variety traditionally spoken in parts of southeastern France and northwestern Italy, often considered a transitional form between Occitan and neighboring Alpine dialects.
-
E.
Alfa Romeo Stelvio
The Alfa Romeo Stelvio is a compact luxury crossover SUV known for its Italian styling, sporty handling, and performance-oriented character.
- 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: quattro all-wheel drive Triple: [Audi, hasTechnology, quattro all-wheel drive]
Generated description
quattro all-wheel drive is Audi’s signature permanent all-wheel-drive system designed to enhance traction, handling, and stability across varying driving conditions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: quattro all-wheel drive Target entity description: quattro all-wheel drive is Audi’s signature permanent all-wheel-drive system designed to enhance traction, handling, and stability across varying driving conditions.
-
A.
Saab XWD all-wheel-drive system
The Saab XWD all-wheel-drive system is an advanced, electronically controlled AWD setup designed to enhance traction, handling, and stability by actively distributing power between the front and rear wheels (and between rear wheels in some versions).
-
B.
The Ultimate Driving Machine
The Ultimate Driving Machine is the iconic marketing slogan used by BMW to emphasize its focus on performance-oriented, premium driving experiences.
-
C.
Maxus
Maxus is a commercial vehicle brand known for producing vans, pickups, and light trucks, owned by the Chinese automotive giant SAIC Motor.
-
D.
Vivaro-Alpine
Vivaro-Alpine is a Romance language variety traditionally spoken in parts of southeastern France and northwestern Italy, often considered a transitional form between Occitan and neighboring Alpine dialects.
-
E.
Alfa Romeo Stelvio
The Alfa Romeo Stelvio is a compact luxury crossover SUV known for its Italian styling, sporty handling, and performance-oriented character.
- 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_69a8861be7148190a680937ec451a304 |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69abb1909aec8190b3259c8f969ce81e |
completed | March 7, 2026, 5:03 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69adeaf768888190885ffa1632537445 |
completed | March 8, 2026, 9:32 p.m. |
| NEDg | Description generation | batch_69adeb8b3d2c8190b13c03ce944f436a |
completed | March 8, 2026, 9:35 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69adec123cc481908e55dfbe4f4da095 |
completed | March 8, 2026, 9:37 p.m. |
Created at: March 4, 2026, 7:35 p.m.