Triple
T13359571
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Deutz AG |
E318785
|
entity |
| Predicate | formerName |
P65
|
FINISHED |
| Object |
N.A. Otto & Cie
N.A. Otto & Cie was the pioneering German engineering firm founded by Nicolaus Otto that developed early internal combustion engines and later evolved into the company known as Deutz AG.
|
E1036661
|
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: N.A. Otto & Cie | Statement: [Deutz AG, formerName, N.A. Otto & Cie]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: N.A. Otto & Cie Context triple: [Deutz AG, formerName, N.A. Otto & Cie]
-
A.
Lohner-Werke
Lohner-Werke was an Austrian vehicle manufacturer best known for producing early electric and hybrid cars, including pioneering designs by Ferdinand Porsche.
-
B.
Austro-Daimler
Austro-Daimler was an early 20th-century Austrian automobile and engine manufacturer known for its innovative engineering and role in the development of luxury and military vehicles.
-
C.
Maybach-Motorenbau GmbH
Maybach-Motorenbau GmbH was a German company renowned for producing high-performance luxury automobiles and powerful engines, particularly for military and industrial applications in the early to mid-20th century.
-
D.
Borsigwerke
Borsigwerke is a Berlin U-Bahn station on line U6 serving the Tegel district in the city’s northwest.
-
E.
Hotchkiss et Cie
Hotchkiss et Cie was a French arms and automobile manufacturing company founded by American engineer Benjamin B. Hotchkiss, known for its machine guns and later luxury cars.
- 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: N.A. Otto & Cie Triple: [Deutz AG, formerName, N.A. Otto & Cie]
Generated description
N.A. Otto & Cie was the pioneering German engineering firm founded by Nicolaus Otto that developed early internal combustion engines and later evolved into the company known as Deutz AG.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: N.A. Otto & Cie Target entity description: N.A. Otto & Cie was the pioneering German engineering firm founded by Nicolaus Otto that developed early internal combustion engines and later evolved into the company known as Deutz AG.
-
A.
Lohner-Werke
Lohner-Werke was an Austrian vehicle manufacturer best known for producing early electric and hybrid cars, including pioneering designs by Ferdinand Porsche.
-
B.
Austro-Daimler
Austro-Daimler was an early 20th-century Austrian automobile and engine manufacturer known for its innovative engineering and role in the development of luxury and military vehicles.
-
C.
Maybach-Motorenbau GmbH
Maybach-Motorenbau GmbH was a German company renowned for producing high-performance luxury automobiles and powerful engines, particularly for military and industrial applications in the early to mid-20th century.
-
D.
Borsigwerke
Borsigwerke is a Berlin U-Bahn station on line U6 serving the Tegel district in the city’s northwest.
-
E.
Hotchkiss et Cie
Hotchkiss et Cie was a French arms and automobile manufacturing company founded by American engineer Benjamin B. Hotchkiss, known for its machine guns and later luxury cars.
- 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_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.