Triple
T16221632
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | FAW Toyota Motor Co., Ltd. |
E393738
|
entity |
| Predicate | collaboratesWith |
P37
|
FINISHED |
| Object |
Toyota Motor Engineering & Manufacturing China
Toyota Motor Engineering & Manufacturing China is a regional engineering and manufacturing arm of Toyota responsible for vehicle development, production support, and technical operations within the Chinese market.
|
E1206454
|
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 Motor Engineering & Manufacturing China | Statement: [FAW Toyota Motor Co., Ltd., collaboratesWith, Toyota Motor Engineering & Manufacturing China]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Toyota Motor Engineering & Manufacturing China Context triple: [FAW Toyota Motor Co., Ltd., collaboratesWith, Toyota Motor Engineering & Manufacturing China]
-
A.
Toyota Motor Manufacturing Guangzhou
Toyota Motor Manufacturing Guangzhou is a Chinese automobile manufacturing joint venture facility of the Toyota Group located in Guangzhou, producing Toyota-branded vehicles for the domestic and export markets.
-
B.
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.
-
C.
Toyota Motor Manufacturing Changchun
Toyota Motor Manufacturing Changchun is a Chinese automotive manufacturing joint venture facility of Toyota that produces vehicles and components for the domestic market.
-
D.
Toyota Motor Manufacturing Chengdu
Toyota Motor Manufacturing Chengdu is a Chinese automotive manufacturing subsidiary of Toyota that produces vehicles for the domestic market and supports the company’s regional production network.
-
E.
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.
- 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 Motor Engineering & Manufacturing China Triple: [FAW Toyota Motor Co., Ltd., collaboratesWith, Toyota Motor Engineering & Manufacturing China]
Generated description
Toyota Motor Engineering & Manufacturing China is a regional engineering and manufacturing arm of Toyota responsible for vehicle development, production support, and technical operations within the Chinese market.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Toyota Motor Engineering & Manufacturing China Target entity description: Toyota Motor Engineering & Manufacturing China is a regional engineering and manufacturing arm of Toyota responsible for vehicle development, production support, and technical operations within the Chinese market.
-
A.
Toyota Motor Manufacturing Guangzhou
Toyota Motor Manufacturing Guangzhou is a Chinese automobile manufacturing joint venture facility of the Toyota Group located in Guangzhou, producing Toyota-branded vehicles for the domestic and export markets.
-
B.
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.
-
C.
Toyota Motor Manufacturing Changchun
Toyota Motor Manufacturing Changchun is a Chinese automotive manufacturing joint venture facility of Toyota that produces vehicles and components for the domestic market.
-
D.
Toyota Motor Manufacturing Chengdu
Toyota Motor Manufacturing Chengdu is a Chinese automotive manufacturing subsidiary of Toyota that produces vehicles for the domestic market and supports the company’s regional production network.
-
E.
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.
- 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_69d87f204df88190a8f88923decf9835 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e227fbd88081909fac3f075d5ea7f4 |
completed | April 17, 2026, 12:30 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0025f4f8708190ba1a08860e962c66 |
completed | May 10, 2026, 6:30 a.m. |
| NEDg | Description generation | batch_6a00265659488190b6e2b89cdaab5f8e |
completed | May 10, 2026, 6:31 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0026ba18248190a735ba1142cc306f |
completed | May 10, 2026, 6:33 a.m. |
Created at: April 10, 2026, 5:03 a.m.