Triple
T10325390
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hyundai Ioniq 5 |
E242748
|
entity |
| Predicate | hasFeature |
P182
|
FINISHED |
| Object |
Hyundai SmartSense
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.
|
E855445
|
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: Hyundai SmartSense | Statement: [Hyundai Ioniq 5, hasFeature, Hyundai SmartSense]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hyundai SmartSense Context triple: [Hyundai Ioniq 5, hasFeature, Hyundai SmartSense]
-
A.
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.
-
B.
Honda Sensing suite
The Honda Sensing suite is an advanced driver-assistance package that includes features like adaptive cruise control, lane-keeping assistance, and collision mitigation braking to enhance safety and reduce driver workload.
-
C.
Hyundai Kona
The Hyundai Kona is a subcompact crossover SUV produced by the South Korean automaker Hyundai, known for its distinctive styling, urban-friendly size, and availability with gasoline, hybrid, and electric powertrains.
-
D.
SYNC infotainment system
The SYNC infotainment system is Ford’s in-car multimedia and connectivity platform that integrates voice controls, smartphone pairing, navigation, and audio functions into a central interface.
-
E.
Kia Optima
The Kia Optima is a midsize family sedan known for its value, modern styling, and generous features.
- 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: Hyundai SmartSense Triple: [Hyundai Ioniq 5, hasFeature, Hyundai SmartSense]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hyundai SmartSense Target entity description: 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.
-
A.
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.
-
B.
Honda Sensing suite
The Honda Sensing suite is an advanced driver-assistance package that includes features like adaptive cruise control, lane-keeping assistance, and collision mitigation braking to enhance safety and reduce driver workload.
-
C.
Hyundai Kona
The Hyundai Kona is a subcompact crossover SUV produced by the South Korean automaker Hyundai, known for its distinctive styling, urban-friendly size, and availability with gasoline, hybrid, and electric powertrains.
-
D.
SYNC infotainment system
The SYNC infotainment system is Ford’s in-car multimedia and connectivity platform that integrates voice controls, smartphone pairing, navigation, and audio functions into a central interface.
-
E.
Kia Optima
The Kia Optima is a midsize family sedan known for its value, modern styling, and generous features.
- 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_69d381af787481908bc401325c760a88 |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d4d7cd76348190b93562112300acfc |
completed | April 7, 2026, 10:09 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d71da93b988190ad568b0677b5d344 |
completed | April 9, 2026, 3:31 a.m. |
| NEDg | Description generation | batch_69d731887d2081908e6b4e33d400582f |
completed | April 9, 2026, 4:56 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d7329189708190bbd21bd40ec029b0 |
completed | April 9, 2026, 5:01 a.m. |
Created at: April 6, 2026, 11:51 a.m.