Triple
T3048084
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Toyota Financial Services |
E83496
|
entity |
| Predicate | supports |
P516
|
FINISHED |
| Object |
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.
|
E323036
|
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 dealer network | Statement: [Toyota Financial Services, supports, Toyota dealer network]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Toyota dealer network Context triple: [Toyota Financial Services, supports, Toyota dealer network]
-
A.
Lincoln-Mercury dealer network
The Lincoln-Mercury dealer network was a chain of U.S. automobile dealerships that sold and serviced Ford’s Lincoln and Mercury vehicles, and briefly handled the Merkur brand.
-
B.
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.
-
C.
Detroit Auto Dealers Association
The Detroit Auto Dealers Association is a regional trade group representing automobile dealers in the Detroit area and is best known for running major automotive events and industry showcases.
-
D.
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.
-
E.
Dealertrack
Dealertrack is a leading automotive retail software and services provider that offers dealers and lenders digital solutions for sales, financing, and workflow management.
- 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 dealer network Triple: [Toyota Financial Services, supports, Toyota dealer network]
Generated description
The Toyota dealer network is the global system of authorized Toyota dealerships that sell and service Toyota vehicles and provide related customer support.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Toyota dealer network Target entity description: The Toyota dealer network is the global system of authorized Toyota dealerships that sell and service Toyota vehicles and provide related customer support.
-
A.
Lincoln-Mercury dealer network
The Lincoln-Mercury dealer network was a chain of U.S. automobile dealerships that sold and serviced Ford’s Lincoln and Mercury vehicles, and briefly handled the Merkur brand.
-
B.
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.
-
C.
Detroit Auto Dealers Association
The Detroit Auto Dealers Association is a regional trade group representing automobile dealers in the Detroit area and is best known for running major automotive events and industry showcases.
-
D.
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.
-
E.
Dealertrack
Dealertrack is a leading automotive retail software and services provider that offers dealers and lenders digital solutions for sales, financing, and workflow management.
- 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_69ad8b24924c8190a9bb6f61d519e4ae |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad9baed3848190a8351d9c8c4edc79 |
completed | March 8, 2026, 3:54 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b1eef7d1e081908535b7d972a147eb |
completed | March 11, 2026, 10:38 p.m. |
| NEDg | Description generation | batch_69b1f0ad56dc81909c96018e34345fda |
completed | March 11, 2026, 10:46 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b1f13a34c88190aa829d8d87a5d29b |
completed | March 11, 2026, 10:48 p.m. |
Created at: March 8, 2026, 3:01 p.m.