Triple
T11330845
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ford F-150 Lightning Pro |
E268337
|
entity |
| Predicate | hasTelematicsOption |
P67070
|
FINISHED |
| Object | Ford Pro telematics services |
E54566
|
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: Ford Pro telematics services | Statement: [Ford F-150 Lightning Pro, hasTelematicsOption, Ford Pro telematics services]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ford Pro telematics services Context triple: [Ford F-150 Lightning Pro, hasTelematicsOption, Ford Pro telematics services]
-
A.
Ford Pro
chosen
Ford Pro is Ford Motor Company's global commercial vehicle and services division focused on trucks, vans, fleet management, and productivity solutions for business customers.
-
B.
Vehicle Networking and Information
Vehicle Networking and Information is a Continental AG business division focused on developing electronic and software solutions for in-vehicle connectivity, data management, and intelligent mobility systems.
-
C.
Ford BlueCruise
Ford BlueCruise is Ford’s hands-free highway driving assistance system that enables semi-autonomous driving on pre-mapped roads, competing directly with GM’s Super Cruise.
-
D.
Uconnect infotainment system
The Uconnect infotainment system is a Chrysler-developed in-car multimedia and connectivity platform that integrates navigation, audio, smartphone integration, and vehicle settings through a touchscreen interface.
-
E.
OnStar Safety & Security (where available)
OnStar Safety & Security (where available) is a subscription-based connected-car service that provides features like automatic crash response, emergency assistance, vehicle diagnostics, and stolen vehicle support for compatible Chevrolet vehicles.
- 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: hasTelematicsOption Context triple: [Ford F-150 Lightning Pro, hasTelematicsOption, Ford Pro telematics services]
-
A.
hasVehicleFeature
chosen
Indicates that a vehicle possesses, includes, or is equipped with a specific feature or characteristic.
-
B.
hasNavigationTechnology
Indicates that an entity is equipped with or utilizes a system or technology for determining or guiding its position, route, or movement.
-
C.
hasDriverAssistance
Indicates that an entity is equipped with or supports driver assistance features or systems.
-
D.
hasCellularComponent
Indicates that an entity possesses, includes, or is associated with a specific cellular component as part of its structure or organization.
-
E.
hasTrafficFeature
Indicates that an entity possesses or is associated with a specific traffic-related characteristic, element, or infrastructure feature.
- 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_69d6aacb1f0881908c84a349fd1be047 |
completed | April 8, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69d7e9fd38308190a5458be1bfcc89ea |
completed | April 9, 2026, 6:03 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e526236b688190aca4f2400a12e726 |
completed | April 19, 2026, 6:59 p.m. |
| PD | Predicate disambiguation | batch_69d787afe5a48190b8af1a3e19529641 |
completed | April 9, 2026, 11:04 a.m. |
Created at: April 8, 2026, 9:32 p.m.