Triple

T9234802

Position	Surface form	Disambiguated ID	Type / Status
Subject	BMW X7 M50i	`E221908`	entity
Predicate	hasFeature	`P182`	FINISHED
Object	Integral Active Steering Integral Active Steering is BMW’s rear-wheel steering system that enhances vehicle agility at low speeds and stability at higher speeds by turning the rear wheels in coordination with the front wheels.	`E787517`	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: Integral Active Steering | Statement: [BMW X7 M50i, hasFeature, Integral Active Steering]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Integral Active Steering
Context triple: [BMW X7 M50i, hasFeature, Integral Active Steering]

A. IDS interactive driving system
The IDS interactive driving system is an advanced chassis and suspension control technology used in Opel vehicles to enhance handling, stability, and ride comfort through electronically managed driving dynamics.
B. Traffic-Aware Cruise Control
Traffic-Aware Cruise Control is a driver-assistance feature that automatically adjusts a vehicle’s speed to maintain a safe following distance from surrounding traffic.
C. Enhanced Motion Vehicle
The Enhanced Motion Vehicle is an advanced ride system that combines motion simulation with synchronized visuals and effects to create an immersive, dynamic theme park experience.
D. SAE Levels of Driving Automation 0–5
SAE Levels of Driving Automation 0–5 is a standardized classification framework defined by SAE International that categorizes vehicle automation from no automation to full self-driving capability.
E. ProActive Chassis Control suspension
ProActive Chassis Control suspension is McLaren’s advanced, hydraulically linked active suspension system that optimizes handling and ride comfort by continuously adjusting each wheel independently without traditional anti-roll bars.
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: Integral Active Steering
Triple: [BMW X7 M50i, hasFeature, Integral Active Steering]

Generated description

Integral Active Steering is BMW’s rear-wheel steering system that enhances vehicle agility at low speeds and stability at higher speeds by turning the rear wheels in coordination with the front wheels.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Integral Active Steering
Target entity description: Integral Active Steering is BMW’s rear-wheel steering system that enhances vehicle agility at low speeds and stability at higher speeds by turning the rear wheels in coordination with the front wheels.

A. IDS interactive driving system
The IDS interactive driving system is an advanced chassis and suspension control technology used in Opel vehicles to enhance handling, stability, and ride comfort through electronically managed driving dynamics.
B. Traffic-Aware Cruise Control
Traffic-Aware Cruise Control is a driver-assistance feature that automatically adjusts a vehicle’s speed to maintain a safe following distance from surrounding traffic.
C. Enhanced Motion Vehicle
The Enhanced Motion Vehicle is an advanced ride system that combines motion simulation with synchronized visuals and effects to create an immersive, dynamic theme park experience.
D. SAE Levels of Driving Automation 0–5
SAE Levels of Driving Automation 0–5 is a standardized classification framework defined by SAE International that categorizes vehicle automation from no automation to full self-driving capability.
E. ProActive Chassis Control suspension
ProActive Chassis Control suspension is McLaren’s advanced, hydraulically linked active suspension system that optimizes handling and ride comfort by continuously adjusting each wheel independently without traditional anti-roll bars.
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_69ca83ed628c8190bc02d641e57f097f`	completed	March 30, 2026, 2:08 p.m.
NER	Named-entity recognition	`batch_69ccee1cca0c8190bf587f54236c9e45`	completed	April 1, 2026, 10:06 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69d077c31f588190bae2af98e3b71c38`	completed	April 4, 2026, 2:30 a.m.
NEDg	Description generation	`batch_69d07bc3c5cc8190a35561279ff0f1a2`	completed	April 4, 2026, 2:47 a.m.
NED2	Entity disambiguation (via description)	`batch_69d07c725a0c8190bf905461a38ef65e`	completed	April 4, 2026, 2:50 a.m.

Created at: March 30, 2026, 7:29 p.m.