Triple
T16390414
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Toyota Industries Corporation |
E398035
|
entity |
| Predicate | subsidiary |
P258
|
FINISHED |
| Object |
Toyota Material Handling Europe
Toyota Material Handling Europe is the European division of Toyota’s material handling business, providing forklifts, warehouse equipment, and logistics solutions across the region.
|
E398035
|
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 Material Handling Europe | Statement: [Toyota Industries Corporation, subsidiary, Toyota Material Handling Europe]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Toyota Material Handling Europe Context triple: [Toyota Industries Corporation, subsidiary, Toyota Material Handling Europe]
-
A.
Japanese crane company Tadano
Japanese crane company Tadano is a leading global manufacturer of lifting equipment and mobile cranes, known for supplying heavy machinery to major construction and restoration projects worldwide.
-
B.
Mitsubishi Fuso Truck and Bus Corporation
Mitsubishi Fuso Truck and Bus Corporation is a Japanese manufacturer specializing in commercial vehicles such as trucks and buses, historically linked to Mitsubishi and now part of the Daimler Truck group.
-
C.
Vanderlande Industries
Vanderlande Industries is a Dutch company specializing in automated material handling systems and logistics process automation for airports, warehouses, and parcel distribution centers.
-
D.
Forklift Systems, Inc.
Forklift Systems, Inc. is a company best known as the employer-defendant in the U.S. Supreme Court workplace harassment case Harris v. Forklift Systems, Inc.
-
E.
Toyota Industries Corporation
Toyota Industries Corporation is a Japanese manufacturing company best known for producing industrial vehicles, textile machinery, and automotive components as a core member of the Toyota Group.
- 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 Material Handling Europe Triple: [Toyota Industries Corporation, subsidiary, Toyota Material Handling Europe]
Generated description
Toyota Material Handling Europe is the European division of Toyota’s material handling business, providing forklifts, warehouse equipment, and logistics solutions across the region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Toyota Material Handling Europe Target entity description: Toyota Material Handling Europe is the European division of Toyota’s material handling business, providing forklifts, warehouse equipment, and logistics solutions across the region.
-
A.
Japanese crane company Tadano
Japanese crane company Tadano is a leading global manufacturer of lifting equipment and mobile cranes, known for supplying heavy machinery to major construction and restoration projects worldwide.
-
B.
Mitsubishi Fuso Truck and Bus Corporation
Mitsubishi Fuso Truck and Bus Corporation is a Japanese manufacturer specializing in commercial vehicles such as trucks and buses, historically linked to Mitsubishi and now part of the Daimler Truck group.
-
C.
Vanderlande Industries
Vanderlande Industries is a Dutch company specializing in automated material handling systems and logistics process automation for airports, warehouses, and parcel distribution centers.
-
D.
Forklift Systems, Inc.
Forklift Systems, Inc. is a company best known as the employer-defendant in the U.S. Supreme Court workplace harassment case Harris v. Forklift Systems, Inc.
-
E.
Toyota Industries Corporation
chosen
Toyota Industries Corporation is a Japanese manufacturing company best known for producing industrial vehicles, textile machinery, and automotive components as a core member of the Toyota Group.
- F. None of above.
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_69d87f2880b48190ae1a9673a3bbef80 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e326425c8081908cacffcfa8c7386b |
completed | April 18, 2026, 6:35 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a003c58280081908e4d73a75b09dbb8 |
completed | May 10, 2026, 8:05 a.m. |
| NEDg | Description generation | batch_6a0040d71e2c819084c106114e9c0de4 |
completed | May 10, 2026, 8:24 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0041cec01881909400e8c3874413e7 |
completed | May 10, 2026, 8:29 a.m. |
Created at: April 10, 2026, 5:08 a.m.