Triple
T9639766
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Uusikaupunki |
E233031
|
entity |
| Predicate | hostsCompany |
P9342
|
FINISHED |
| Object |
Valmet Automotive
Valmet Automotive is a Finnish contract manufacturer and engineering partner that builds vehicles and provides automotive engineering and battery solutions for major global carmakers.
|
E812593
|
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: Valmet Automotive | Statement: [Uusikaupunki, hostsCompany, Valmet Automotive]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Valmet Automotive Context triple: [Uusikaupunki, hostsCompany, Valmet Automotive]
-
A.
Denso Corporation
Denso Corporation is a leading global automotive components manufacturer headquartered in Japan and a key supplier of advanced technologies and systems to major automakers worldwide.
-
B.
Mahle GmbH
Mahle GmbH is a German automotive parts manufacturer known worldwide for producing engine components, filtration systems, and thermal management solutions for vehicles.
-
C.
ALD Automotive
ALD Automotive is a global vehicle leasing and fleet management company that provides long-term car leasing, fleet services, and mobility solutions to corporate and individual clients.
-
D.
Magna International
Magna International is a major Canadian automotive parts manufacturer that supplies a wide range of components and systems to carmakers worldwide.
-
E.
Deutz AG
Deutz AG is a German manufacturer best known for producing internal combustion engines, particularly for industrial and agricultural applications.
- 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: Valmet Automotive Triple: [Uusikaupunki, hostsCompany, Valmet Automotive]
Generated description
Valmet Automotive is a Finnish contract manufacturer and engineering partner that builds vehicles and provides automotive engineering and battery solutions for major global carmakers.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Valmet Automotive Target entity description: Valmet Automotive is a Finnish contract manufacturer and engineering partner that builds vehicles and provides automotive engineering and battery solutions for major global carmakers.
-
A.
Denso Corporation
Denso Corporation is a leading global automotive components manufacturer headquartered in Japan and a key supplier of advanced technologies and systems to major automakers worldwide.
-
B.
Mahle GmbH
Mahle GmbH is a German automotive parts manufacturer known worldwide for producing engine components, filtration systems, and thermal management solutions for vehicles.
-
C.
ALD Automotive
ALD Automotive is a global vehicle leasing and fleet management company that provides long-term car leasing, fleet services, and mobility solutions to corporate and individual clients.
-
D.
Magna International
Magna International is a major Canadian automotive parts manufacturer that supplies a wide range of components and systems to carmakers worldwide.
-
E.
Deutz AG
Deutz AG is a German manufacturer best known for producing internal combustion engines, particularly for industrial and agricultural applications.
- 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_69ca848a5a908190aad251f4137b0c3a |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd9b532aa4819087b56be6f5635126 |
completed | April 1, 2026, 10:25 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d18248ffe4819095d4ea20951eca01 |
completed | April 4, 2026, 9:27 p.m. |
| NEDg | Description generation | batch_69d1864bd0b881908806762ce9df3029 |
completed | April 4, 2026, 9:44 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d186d03eac8190a1080d5c25f4643c |
completed | April 4, 2026, 9:46 p.m. |
Created at: March 30, 2026, 8:12 p.m.