Triple
T3812456
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Toyota Group |
E93165
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
FAW Toyota Motor Co., Ltd.
FAW Toyota Motor Co., Ltd. is a major Chinese automotive joint venture between China FAW Group and Japan’s Toyota Motor Corporation that manufactures and sells Toyota-branded vehicles in China.
|
E393738
|
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: FAW Toyota Motor Co., Ltd. | Statement: [Toyota Group, hasMember, FAW Toyota Motor Co., Ltd.]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: FAW Toyota Motor Co., Ltd. Context triple: [Toyota Group, hasMember, FAW Toyota Motor Co., Ltd.]
-
A.
Toyota Motor China Investment Co., Ltd.
Toyota Motor China Investment Co., Ltd. is a Chinese subsidiary of Toyota responsible for the group’s investment, coordination, and strategic operations in the Chinese automotive market.
-
B.
GAC Toyota Motor Co., Ltd.
GAC Toyota Motor Co., Ltd. is a Chinese automotive joint venture between Guangzhou Automobile Group (GAC) and Toyota Motor Corporation that manufactures and sells Toyota-branded vehicles in China.
-
C.
Toyota Motor Corporation
Toyota Motor Corporation is a Japanese multinational automaker renowned for its reliable vehicles, pioneering of lean manufacturing and the Toyota Production System, and global leadership in hybrid technology.
-
D.
Toyota Motor Manufacturing Tianjin
Toyota Motor Manufacturing Tianjin is a major Chinese production base of Toyota, focused on manufacturing Toyota-brand vehicles and components for the domestic and export markets.
-
E.
Toyota Group
Toyota Group is a Japanese multinational corporate conglomerate centered around Toyota Motor Corporation, encompassing a network of automotive and related businesses.
- 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: FAW Toyota Motor Co., Ltd. Triple: [Toyota Group, hasMember, FAW Toyota Motor Co., Ltd.]
Generated description
FAW Toyota Motor Co., Ltd. is a major Chinese automotive joint venture between China FAW Group and Japan’s Toyota Motor Corporation that manufactures and sells Toyota-branded vehicles in China.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: FAW Toyota Motor Co., Ltd. Target entity description: FAW Toyota Motor Co., Ltd. is a major Chinese automotive joint venture between China FAW Group and Japan’s Toyota Motor Corporation that manufactures and sells Toyota-branded vehicles in China.
-
A.
Toyota Motor China Investment Co., Ltd.
Toyota Motor China Investment Co., Ltd. is a Chinese subsidiary of Toyota responsible for the group’s investment, coordination, and strategic operations in the Chinese automotive market.
-
B.
GAC Toyota Motor Co., Ltd.
GAC Toyota Motor Co., Ltd. is a Chinese automotive joint venture between Guangzhou Automobile Group (GAC) and Toyota Motor Corporation that manufactures and sells Toyota-branded vehicles in China.
-
C.
Toyota Motor Corporation
Toyota Motor Corporation is a Japanese multinational automaker renowned for its reliable vehicles, pioneering of lean manufacturing and the Toyota Production System, and global leadership in hybrid technology.
-
D.
Toyota Motor Manufacturing Tianjin
Toyota Motor Manufacturing Tianjin is a major Chinese production base of Toyota, focused on manufacturing Toyota-brand vehicles and components for the domestic and export markets.
-
E.
Toyota Group
Toyota Group is a Japanese multinational corporate conglomerate centered around Toyota Motor Corporation, encompassing a network of automotive and related businesses.
- 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_69aed96a60088190ab1df8390fffc935 |
completed | March 9, 2026, 2:30 p.m. |
| NER | Named-entity recognition | batch_69aee8db8a288190afd1e3b9dcf02e97 |
completed | March 9, 2026, 3:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b503f3590c8190b18e2e9dfd84cbcd |
completed | March 14, 2026, 6:45 a.m. |
| NEDg | Description generation | batch_69b507cfee048190a41ad30f4ceaf6c8 |
completed | March 14, 2026, 7:01 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b50857e9ec8190bb03f13c4573b779 |
completed | March 14, 2026, 7:03 a.m. |
Created at: March 9, 2026, 3:16 p.m.