Triple

T3864705
Position Surface form Disambiguated ID Type / Status
Subject Mazda Motor Corporation E91822 entity
Predicate hasTechnology P1485 FINISHED
Object i-Activ all-wheel drive
i-Activ all-wheel drive is Mazda’s predictive all-wheel-drive system that continuously monitors driving conditions to optimize traction, stability, and fuel efficiency.
 E395835 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: i-Activ all-wheel drive | Statement: [Mazda Motor Corporation, hasTechnology, i-Activ all-wheel drive]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: i-Activ all-wheel drive
Context triple: [Mazda Motor Corporation, hasTechnology, i-Activ all-wheel drive]
  • A. 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.
  • B. BMW xDrive
    BMW xDrive is BMW’s intelligent all-wheel-drive system designed to enhance traction, handling, and stability across varying driving conditions.
  • C. 4MATIC
    4MATIC is Mercedes-Benz’s proprietary all-wheel-drive system designed to enhance traction, handling, and stability across various driving conditions.
  • D. Acura ILX
    The Acura ILX is a compact luxury sedan from Honda’s premium brand, positioned as an entry-level model offering upscale features and sporty styling.
  • E. Maxus
    Maxus is a commercial vehicle brand known for producing vans, pickups, and light trucks, owned by the Chinese automotive giant SAIC Motor.
  • 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: i-Activ all-wheel drive
Triple: [Mazda Motor Corporation, hasTechnology, i-Activ all-wheel drive]
Generated description
i-Activ all-wheel drive is Mazda’s predictive all-wheel-drive system that continuously monitors driving conditions to optimize traction, stability, and fuel efficiency.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: i-Activ all-wheel drive
Target entity description: i-Activ all-wheel drive is Mazda’s predictive all-wheel-drive system that continuously monitors driving conditions to optimize traction, stability, and fuel efficiency.
  • A. 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.
  • B. BMW xDrive
    BMW xDrive is BMW’s intelligent all-wheel-drive system designed to enhance traction, handling, and stability across varying driving conditions.
  • C. 4MATIC
    4MATIC is Mercedes-Benz’s proprietary all-wheel-drive system designed to enhance traction, handling, and stability across various driving conditions.
  • D. Acura ILX
    The Acura ILX is a compact luxury sedan from Honda’s premium brand, positioned as an entry-level model offering upscale features and sporty styling.
  • E. Maxus
    Maxus is a commercial vehicle brand known for producing vans, pickups, and light trucks, owned by the Chinese automotive giant SAIC Motor.
  • 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_69aed9645f348190a9868e7cef56ab7e completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aeec3a253c81909df7dc0422ff7989 completed March 9, 2026, 3:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5123e5e008190a89bb226a7de55ec completed March 14, 2026, 7:46 a.m.
NEDg Description generation batch_69b512f3504c8190be940148a4f726e9 completed March 14, 2026, 7:49 a.m.
NED2 Entity disambiguation (via description) batch_69b5172b369c8190956d7c54943225cd completed March 14, 2026, 8:07 a.m.
Created at: March 9, 2026, 3:19 p.m.