Triple
T16789902
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hyundai Ioniq 6 |
E408078
|
entity |
| Predicate | advancedDriverAssistanceSystem |
P57273
|
FINISHED |
| Object | Hyundai SmartSense |
E855445
|
NE FINISHED |
How this triple was built (3 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: Hyundai SmartSense | Statement: [Hyundai Ioniq 6, advancedDriverAssistanceSystem, Hyundai SmartSense]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hyundai SmartSense Context triple: [Hyundai Ioniq 6, advancedDriverAssistanceSystem, Hyundai SmartSense]
-
A.
Hyundai SmartSense
chosen
Hyundai SmartSense is Hyundai’s advanced driver-assistance and safety technology suite that integrates features like collision avoidance, lane-keeping, and adaptive cruise control to enhance driving safety and convenience.
-
B.
Hyundai Transys
Hyundai Transys is a South Korean automotive parts manufacturer specializing in transmissions and seating systems as a core affiliate of Hyundai Motor Group.
-
C.
Toyota Safety Sense (on newer models)
Toyota Safety Sense (on newer models) is Toyota’s advanced driver-assistance suite that bundles features like pre-collision braking, lane-keeping assistance, and adaptive cruise control to enhance safety and prevent accidents.
-
D.
Exynos Auto series
Exynos Auto series is Samsung’s line of automotive-grade system-on-chips designed to power in-vehicle infotainment, digital cockpits, and advanced driver-assistance systems.
-
E.
Lexus Safety System+ driver assistance suite
The Lexus Safety System+ driver assistance suite is an integrated package of advanced safety and driver-assist technologies designed to help prevent or mitigate collisions and enhance overall driving security.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: advancedDriverAssistanceSystem Context triple: [Hyundai Ioniq 6, advancedDriverAssistanceSystem, Hyundai SmartSense]
-
A.
hasDriverAssistance
chosen
Indicates that an entity is equipped with or supports driver assistance features or systems.
-
B.
driveAssistFeature
Indicates that one entity provides an assistance feature that helps another entity perform driving-related tasks.
-
C.
isDriverless
Indicates that something operates or moves without a human driver controlling it.
-
D.
CAVFeature
Indicates a relationship where an entity possesses or is characterized by a specific feature, attribute, or property within the CAV (context-aware/controlled) framework.
-
E.
hasAutomaticTrainControl
Indicates that an entity is equipped with or uses an automatic train control system for managing train operations.
- F. None of above.
Provenance (4 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_69d8839270588190886720d9519bbf8f |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e3b2a50e18819090a30e1f38e520e0 |
completed | April 18, 2026, 4:34 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00ab09932c8190ba16a349c4938c16 |
completed | May 10, 2026, 3:58 p.m. |
| PD | Predicate disambiguation | batch_69e319cf691c819083e39225f5777ef0 |
completed | April 18, 2026, 5:42 a.m. |
Created at: April 10, 2026, 5:22 a.m.