Triple
T1903789
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | VWAG |
E37751
|
entity |
| Predicate | underlyingCompanyBrandPortfolio |
P27763
|
FINISHED |
| Object |
Volkswagen Commercial Vehicles
Volkswagen Commercial Vehicles is a division of the Volkswagen Group specializing in the development, production, and sale of light commercial vehicles such as vans and pickups for business and private use.
|
E212636
|
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: Volkswagen Commercial Vehicles | Statement: [VWAG, underlyingCompanyBrandPortfolio, Volkswagen Commercial Vehicles]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Volkswagen Commercial Vehicles Context triple: [VWAG, underlyingCompanyBrandPortfolio, Volkswagen Commercial Vehicles]
-
A.
Volkswagen Group
Volkswagen Group is a major German multinational automotive manufacturer that owns brands such as Volkswagen, Audi, Porsche, and Škoda and is one of the largest car producers in the world.
-
B.
Daimler AG
Daimler AG was a major German multinational automotive corporation best known as the longtime manufacturer and corporate parent behind the Mercedes-Benz brand.
-
C.
SAIC Volkswagen
SAIC Volkswagen is a major Chinese automotive joint venture between SAIC Motor and Volkswagen Group that manufactures and sells Volkswagen-branded vehicles in China.
-
D.
Iveco
Iveco is an Italian multinational company that designs and manufactures commercial vehicles, military vehicles, and diesel engines.
-
E.
Volkswagen Passenger Cars
Volkswagen Passenger Cars is the core automotive brand of the Volkswagen Group, producing a wide range of mass-market vehicles sold globally.
- 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: Volkswagen Commercial Vehicles Triple: [VWAG, underlyingCompanyBrandPortfolio, Volkswagen Commercial Vehicles]
Generated description
Volkswagen Commercial Vehicles is a division of the Volkswagen Group specializing in the development, production, and sale of light commercial vehicles such as vans and pickups for business and private use.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Volkswagen Commercial Vehicles Target entity description: Volkswagen Commercial Vehicles is a division of the Volkswagen Group specializing in the development, production, and sale of light commercial vehicles such as vans and pickups for business and private use.
-
A.
Volkswagen Group
Volkswagen Group is a major German multinational automotive manufacturer that owns brands such as Volkswagen, Audi, Porsche, and Škoda and is one of the largest car producers in the world.
-
B.
Daimler AG
Daimler AG was a major German multinational automotive corporation best known as the longtime manufacturer and corporate parent behind the Mercedes-Benz brand.
-
C.
SAIC Volkswagen
SAIC Volkswagen is a major Chinese automotive joint venture between SAIC Motor and Volkswagen Group that manufactures and sells Volkswagen-branded vehicles in China.
-
D.
Iveco
Iveco is an Italian multinational company that designs and manufactures commercial vehicles, military vehicles, and diesel engines.
-
E.
Volkswagen Passenger Cars
Volkswagen Passenger Cars is the core automotive brand of the Volkswagen Group, producing a wide range of mass-market vehicles sold globally.
- 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_69a8861be7148190a680937ec451a304 |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69abb7c376208190bbf28504f1aac881 |
completed | March 7, 2026, 5:29 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69adeaf768888190885ffa1632537445 |
completed | March 8, 2026, 9:32 p.m. |
| NEDg | Description generation | batch_69adeb8b3d2c8190b13c03ce944f436a |
completed | March 8, 2026, 9:35 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69adec123cc481908e55dfbe4f4da095 |
completed | March 8, 2026, 9:37 p.m. |
Created at: March 4, 2026, 7:35 p.m.