Triple
T13359594
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Deutz AG |
E318785
|
entity |
| Predicate | hasSubsidiary |
P254
|
FINISHED |
| Object |
Deutz Engine (China) Co., Ltd.
Deutz Engine (China) Co., Ltd. is a Chinese-based manufacturing subsidiary of the German engine producer Deutz AG, focused on producing and supplying diesel and related engines for regional and international markets.
|
E318785
|
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: Deutz Engine (China) Co., Ltd. | Statement: [Deutz AG, hasSubsidiary, Deutz Engine (China) Co., Ltd.]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Deutz Engine (China) Co., Ltd. Context triple: [Deutz AG, hasSubsidiary, Deutz Engine (China) Co., Ltd.]
-
A.
Deutz AG
Deutz AG is a German manufacturer best known for producing internal combustion engines, particularly for industrial and agricultural applications.
-
B.
FAW Group
FAW Group is one of China’s largest and oldest state-owned automobile manufacturers, known for producing a wide range of passenger and commercial vehicles and partnering with global car brands.
-
C.
XCMG
XCMG is a major Chinese construction machinery manufacturer and one of the world’s largest producers of heavy equipment.
-
D.
SAIC Motor
SAIC Motor is a major Chinese state-owned automotive manufacturer and one of the country’s largest carmakers, producing vehicles under its own brands and through joint ventures with global and regional partners.
-
E.
Sany Heavy Industry
Sany Heavy Industry is a major Chinese multinational heavy equipment manufacturer known for its construction machinery, cranes, and concrete machinery.
- 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: Deutz Engine (China) Co., Ltd. Triple: [Deutz AG, hasSubsidiary, Deutz Engine (China) Co., Ltd.]
Generated description
Deutz Engine (China) Co., Ltd. is a Chinese-based manufacturing subsidiary of the German engine producer Deutz AG, focused on producing and supplying diesel and related engines for regional and international markets.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Deutz Engine (China) Co., Ltd. Target entity description: Deutz Engine (China) Co., Ltd. is a Chinese-based manufacturing subsidiary of the German engine producer Deutz AG, focused on producing and supplying diesel and related engines for regional and international markets.
-
A.
Deutz AG
chosen
Deutz AG is a German manufacturer best known for producing internal combustion engines, particularly for industrial and agricultural applications.
-
B.
FAW Group
FAW Group is one of China’s largest and oldest state-owned automobile manufacturers, known for producing a wide range of passenger and commercial vehicles and partnering with global car brands.
-
C.
XCMG
XCMG is a major Chinese construction machinery manufacturer and one of the world’s largest producers of heavy equipment.
-
D.
SAIC Motor
SAIC Motor is a major Chinese state-owned automotive manufacturer and one of the country’s largest carmakers, producing vehicles under its own brands and through joint ventures with global and regional partners.
-
E.
Sany Heavy Industry
Sany Heavy Industry is a major Chinese multinational heavy equipment manufacturer known for its construction machinery, cranes, and concrete machinery.
- 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_69d806b7bbac8190b85278c87fa7aff3 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69da6289edf4819099b21cfbb668e923 |
completed | April 11, 2026, 3:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7267ab580819091577c24dd952c99 |
completed | May 3, 2026, 10:42 a.m. |
| NEDg | Description generation | batch_69f7277a73248190aa59a997d719cab8 |
completed | May 3, 2026, 10:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f7281e150081909a92201ceb30b8d6 |
completed | May 3, 2026, 10:49 a.m. |
Created at: April 9, 2026, 9:32 p.m.