Triple
T4345562
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ram Classic |
E97890
|
entity |
| Predicate | salesChannel |
P1951
|
FINISHED |
| Object |
Ram dealerships
Ram dealerships are authorized automotive retailers that sell and service Ram brand pickup trucks and commercial vehicles.
|
E434214
|
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: Ram dealerships | Statement: [Ram Classic, salesChannel, Ram dealerships]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ram dealerships Context triple: [Ram Classic, salesChannel, Ram dealerships]
-
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.
Honda dealerships
Honda dealerships are authorized automotive retail and service centers that sell new and used Honda vehicles, provide maintenance and repairs, and offer financing and parts to customers.
-
C.
Copart
Copart is a global online vehicle auction company specializing in the resale and remarketing of salvage and clean title cars, trucks, and other vehicles to buyers such as dealers, dismantlers, and the general public.
-
D.
Motorpoint Stand
The Motorpoint Stand is a spectator stand at London Road Stadium, home of Peterborough United Football Club.
-
E.
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.
- 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: Ram dealerships Triple: [Ram Classic, salesChannel, Ram dealerships]
Generated description
Ram dealerships are authorized automotive retailers that sell and service Ram brand pickup trucks and commercial vehicles.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ram dealerships Target entity description: Ram dealerships are authorized automotive retailers that sell and service Ram brand pickup trucks and commercial 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.
Honda dealerships
Honda dealerships are authorized automotive retail and service centers that sell new and used Honda vehicles, provide maintenance and repairs, and offer financing and parts to customers.
-
C.
Copart
Copart is a global online vehicle auction company specializing in the resale and remarketing of salvage and clean title cars, trucks, and other vehicles to buyers such as dealers, dismantlers, and the general public.
-
D.
Motorpoint Stand
The Motorpoint Stand is a spectator stand at London Road Stadium, home of Peterborough United Football Club.
-
E.
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.
- 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_69b34548402c819085ab68b27c235a87 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b3518bec408190ba07643bbf7eb632 |
completed | March 12, 2026, 11:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5dba5d2488190b23a0358ffc994fb |
completed | March 14, 2026, 10:05 p.m. |
| NEDg | Description generation | batch_69b5dc3d81a08190b29b633009fab4ff |
completed | March 14, 2026, 10:07 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5e04f356c81909e3f6f2c865e0f99 |
completed | March 14, 2026, 10:25 p.m. |
Created at: March 12, 2026, 11:15 p.m.