Triple

T3844685
Position Surface form Disambiguated ID Type / Status
Subject Toyota Motor North America E93539 entity
Predicate brandManaged P42952 FINISHED
Object Toyota Certified Used Vehicles
Toyota Certified Used Vehicles is Toyota’s official certified pre-owned car program in North America, offering inspected, warrantied used Toyota vehicles with additional benefits and assurances.
 E393338 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: Toyota Certified Used Vehicles | Statement: [Toyota Motor North America, brandManaged, Toyota Certified Used Vehicles]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Toyota Certified Used Vehicles
Context triple: [Toyota Motor North America, brandManaged, Toyota Certified Used Vehicles]
  • A. Toyota dealer network
    The Toyota dealer network is the global system of authorized Toyota dealerships that sell and service Toyota vehicles and provide related customer support.
  • B. Toyota vehicles
    Toyota vehicles are a globally recognized line of reliable, fuel-efficient cars, trucks, and SUVs produced by the Japanese automaker Toyota.
  • C. Toyota Financial Services
    Toyota Financial Services is the financial services arm of Toyota, providing auto loans, leasing, insurance, and related financial products to Toyota customers worldwide.
  • D. Toyota Motor North America
    Toyota Motor North America is the regional headquarters responsible for managing Toyota’s automotive operations, sales, marketing, and manufacturing across the United States, Canada, and Mexico.
  • E. Toyota Auto Body Co., Ltd.
    Toyota Auto Body Co., Ltd. is a Japanese automotive manufacturer within the Toyota Group that specializes in designing and producing vehicle bodies, minivans, and commercial vehicles.
  • 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: Toyota Certified Used Vehicles
Triple: [Toyota Motor North America, brandManaged, Toyota Certified Used Vehicles]
Generated description
Toyota Certified Used Vehicles is Toyota’s official certified pre-owned car program in North America, offering inspected, warrantied used Toyota vehicles with additional benefits and assurances.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Toyota Certified Used Vehicles
Target entity description: Toyota Certified Used Vehicles is Toyota’s official certified pre-owned car program in North America, offering inspected, warrantied used Toyota vehicles with additional benefits and assurances.
  • A. Toyota dealer network
    The Toyota dealer network is the global system of authorized Toyota dealerships that sell and service Toyota vehicles and provide related customer support.
  • B. Toyota vehicles
    Toyota vehicles are a globally recognized line of reliable, fuel-efficient cars, trucks, and SUVs produced by the Japanese automaker Toyota.
  • C. Toyota Financial Services
    Toyota Financial Services is the financial services arm of Toyota, providing auto loans, leasing, insurance, and related financial products to Toyota customers worldwide.
  • D. Toyota Motor North America
    Toyota Motor North America is the regional headquarters responsible for managing Toyota’s automotive operations, sales, marketing, and manufacturing across the United States, Canada, and Mexico.
  • E. Toyota Auto Body Co., Ltd.
    Toyota Auto Body Co., Ltd. is a Japanese automotive manufacturer within the Toyota Group that specializes in designing and producing vehicle bodies, minivans, and commercial vehicles.
  • 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_69aed96ce578819084ab16e3439976c9 completed March 9, 2026, 2:30 p.m.
NER Named-entity recognition batch_69aeebb655c081909ec5ff3d09eb4778 completed March 9, 2026, 3:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69b504122cb08190ba97ce14e8d891fc completed March 14, 2026, 6:45 a.m.
NEDg Description generation batch_69b504a31de08190b543549a2b05b038 completed March 14, 2026, 6:48 a.m.
NED2 Entity disambiguation (via description) batch_69b5084c8bd48190b7afc80bed196c90 completed March 14, 2026, 7:03 a.m.
Created at: March 9, 2026, 3:18 p.m.