Triple
T3911250
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hino Motors, Ltd. |
E87325
|
entity |
| Predicate | hasSubsidiary |
P254
|
FINISHED |
| Object |
Hino Motors Manufacturing (Thailand) Ltd.
Hino Motors Manufacturing (Thailand) Ltd. is a Thailand-based commercial vehicle and components manufacturer operating as a regional production and export hub for Japan’s Hino Motors, Ltd.
|
E87325
|
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: Hino Motors Manufacturing (Thailand) Ltd. | Statement: [Hino Motors, Ltd., hasSubsidiary, Hino Motors Manufacturing (Thailand) Ltd.]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hino Motors Manufacturing (Thailand) Ltd. Context triple: [Hino Motors, Ltd., hasSubsidiary, Hino Motors Manufacturing (Thailand) Ltd.]
-
A.
Hino Motors, Ltd.
Hino Motors, Ltd. is a Japanese manufacturer specializing in commercial vehicles and diesel engines, known particularly for its trucks and buses.
-
B.
Toyota Motor Thailand Co., Ltd.
Toyota Motor Thailand Co., Ltd. is Toyota's principal automotive manufacturing and distribution subsidiary in Thailand, producing and selling Toyota vehicles for the domestic and regional markets.
-
C.
Hino
Hino is a town in Shiga Prefecture, Japan, known for its historical streetscapes and traditional industries.
-
D.
Hino
Hino is a city in western Tokyo, Japan, known as a residential and industrial suburb within the Tama area.
-
E.
Daihatsu Motor Co., Ltd.
Daihatsu Motor Co., Ltd. is a Japanese automobile manufacturer best known for producing compact cars and kei vehicles, and operates as a subsidiary within 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: Hino Motors Manufacturing (Thailand) Ltd. Triple: [Hino Motors, Ltd., hasSubsidiary, Hino Motors Manufacturing (Thailand) Ltd.]
Generated description
Hino Motors Manufacturing (Thailand) Ltd. is a Thailand-based commercial vehicle and components manufacturer operating as a regional production and export hub for Japan’s Hino Motors, Ltd.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hino Motors Manufacturing (Thailand) Ltd. Target entity description: Hino Motors Manufacturing (Thailand) Ltd. is a Thailand-based commercial vehicle and components manufacturer operating as a regional production and export hub for Japan’s Hino Motors, Ltd.
-
A.
Hino Motors, Ltd.
chosen
Hino Motors, Ltd. is a Japanese manufacturer specializing in commercial vehicles and diesel engines, known particularly for its trucks and buses.
-
B.
Toyota Motor Thailand Co., Ltd.
Toyota Motor Thailand Co., Ltd. is Toyota's principal automotive manufacturing and distribution subsidiary in Thailand, producing and selling Toyota vehicles for the domestic and regional markets.
-
C.
Hino
Hino is a town in Shiga Prefecture, Japan, known for its historical streetscapes and traditional industries.
-
D.
Hino
Hino is a city in western Tokyo, Japan, known as a residential and industrial suburb within the Tama area.
-
E.
Daihatsu Motor Co., Ltd.
Daihatsu Motor Co., Ltd. is a Japanese automobile manufacturer best known for producing compact cars and kei vehicles, and operates as a subsidiary within 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_69aed9424514819086e9c58adde6652d |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aeed35e2d081908b5d87c7630e7ffc |
completed | March 9, 2026, 3:54 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b51cb454c48190bf47d080f6cc24f0 |
completed | March 14, 2026, 8:30 a.m. |
| NEDg | Description generation | batch_69b5206dfd848190ae7aaa9997150934 |
completed | March 14, 2026, 8:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b520ce6af481909b7824c2ec221331 |
completed | March 14, 2026, 8:48 a.m. |
Created at: March 9, 2026, 3:22 p.m.