Triple
T8928903
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | August Horch |
E212602
|
entity |
| Predicate | memberOf |
P10
|
FINISHED |
| Object |
Association of German Engineers
The Association of German Engineers is a major professional organization in Germany that represents engineers, promotes technological advancement, and helps set engineering standards and best practices.
|
E766152
|
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: Association of German Engineers | Statement: [August Horch, memberOf, Association of German Engineers]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Association of German Engineers Context triple: [August Horch, memberOf, Association of German Engineers]
-
A.
Maschinenbau-AG Nürnberg
Maschinenbau-AG Nürnberg was a German mechanical engineering and manufacturing company that served as the predecessor to MAN, later becoming part of the well-known MAN industrial group.
-
B.
Prussian Ministry of Commerce and Industry
The Prussian Ministry of Commerce and Industry was a governmental department of the Kingdom of Prussia responsible for overseeing trade, industrial development, and economic policy.
-
C.
Organisation Todt
Organisation Todt was a Nazi-era civil and military engineering group responsible for constructing large-scale infrastructure and fortifications across Germany and occupied Europe.
-
D.
Maschinenbau-Anstalt Borsig
Maschinenbau-Anstalt Borsig was a prominent 19th-century German engineering and locomotive manufacturing company that became one of Europe’s leading producers of steam locomotives.
-
E.
Prussian Ministry of Public Works
The Prussian Ministry of Public Works was a key governmental department of the Kingdom of Prussia responsible for overseeing infrastructure, transportation, and major public construction projects.
- 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: Association of German Engineers Triple: [August Horch, memberOf, Association of German Engineers]
Generated description
The Association of German Engineers is a major professional organization in Germany that represents engineers, promotes technological advancement, and helps set engineering standards and best practices.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Association of German Engineers Target entity description: The Association of German Engineers is a major professional organization in Germany that represents engineers, promotes technological advancement, and helps set engineering standards and best practices.
-
A.
Maschinenbau-AG Nürnberg
Maschinenbau-AG Nürnberg was a German mechanical engineering and manufacturing company that served as the predecessor to MAN, later becoming part of the well-known MAN industrial group.
-
B.
Prussian Ministry of Commerce and Industry
The Prussian Ministry of Commerce and Industry was a governmental department of the Kingdom of Prussia responsible for overseeing trade, industrial development, and economic policy.
-
C.
Organisation Todt
Organisation Todt was a Nazi-era civil and military engineering group responsible for constructing large-scale infrastructure and fortifications across Germany and occupied Europe.
-
D.
Maschinenbau-Anstalt Borsig
Maschinenbau-Anstalt Borsig was a prominent 19th-century German engineering and locomotive manufacturing company that became one of Europe’s leading producers of steam locomotives.
-
E.
Prussian Ministry of Public Works
The Prussian Ministry of Public Works was a key governmental department of the Kingdom of Prussia responsible for overseeing infrastructure, transportation, and major public construction projects.
- 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_69ca8395c438819087d7cb844ab5990c |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cc667470308190a75ba63de803e3a2 |
completed | April 1, 2026, 12:27 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfba5e887c8190851f2fb533653c6e |
completed | April 3, 2026, 1:02 p.m. |
| NEDg | Description generation | batch_69cfbab0b0048190a0ad002787dddffa |
completed | April 3, 2026, 1:03 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cfbb4f1f6881908ec9e419d175d044 |
completed | April 3, 2026, 1:06 p.m. |
Created at: March 30, 2026, 6:57 p.m.