Triple
T7465545
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | German Army military schools |
E176363
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object |
Heeresunteroffizierschule Marienwerder
Heeresunteroffizierschule Marienwerder was a German Army non-commissioned officer training school located in Marienwerder (now Kwidzyn, Poland) that prepared soldiers for NCO leadership roles.
|
E666150
|
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: Heeresunteroffizierschule Marienwerder | Statement: [German Army military schools, hasPart, Heeresunteroffizierschule Marienwerder]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Heeresunteroffizierschule Marienwerder Context triple: [German Army military schools, hasPart, Heeresunteroffizierschule Marienwerder]
-
A.
Kiev Infantry Junker School
The Kiev Infantry Junker School was a military academy in the Russian Empire that trained officer cadets for service in the Imperial Russian Army.
-
B.
Prussian military academy
The Prussian military academy was an elite officer training institution of the Kingdom of Prussia, renowned for its rigorous education in military science and strategy that shaped many of Germany’s leading commanders.
-
C.
Bavarian military education system
The Bavarian military education system was the structured network of institutions and training programs in the Kingdom of Bavaria responsible for preparing and professionalizing its officer corps and military personnel.
-
D.
Frunze Military Academy
Frunze Military Academy was a premier Soviet higher military education institution that trained mid- and senior-level officers in operational and strategic command.
-
E.
Dzerzhinsky Artillery Academy
Dzerzhinsky Artillery Academy was a premier Soviet military higher-education institution specializing in the advanced training of artillery and missile officers.
- 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: Heeresunteroffizierschule Marienwerder Triple: [German Army military schools, hasPart, Heeresunteroffizierschule Marienwerder]
Generated description
Heeresunteroffizierschule Marienwerder was a German Army non-commissioned officer training school located in Marienwerder (now Kwidzyn, Poland) that prepared soldiers for NCO leadership roles.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Heeresunteroffizierschule Marienwerder Target entity description: Heeresunteroffizierschule Marienwerder was a German Army non-commissioned officer training school located in Marienwerder (now Kwidzyn, Poland) that prepared soldiers for NCO leadership roles.
-
A.
Kiev Infantry Junker School
The Kiev Infantry Junker School was a military academy in the Russian Empire that trained officer cadets for service in the Imperial Russian Army.
-
B.
Prussian military academy
The Prussian military academy was an elite officer training institution of the Kingdom of Prussia, renowned for its rigorous education in military science and strategy that shaped many of Germany’s leading commanders.
-
C.
Bavarian military education system
The Bavarian military education system was the structured network of institutions and training programs in the Kingdom of Bavaria responsible for preparing and professionalizing its officer corps and military personnel.
-
D.
Frunze Military Academy
Frunze Military Academy was a premier Soviet higher military education institution that trained mid- and senior-level officers in operational and strategic command.
-
E.
Dzerzhinsky Artillery Academy
Dzerzhinsky Artillery Academy was a premier Soviet military higher-education institution specializing in the advanced training of artillery and missile officers.
- 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_69c69f21632481908bf83f6c6da897e3 |
completed | March 27, 2026, 3:15 p.m. |
| NER | Named-entity recognition | batch_69c6f3f28f34819080713a8abcc22034 |
completed | March 27, 2026, 9:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c8346adb3081908f049d8dcd623215 |
completed | March 28, 2026, 8:04 p.m. |
| NEDg | Description generation | batch_69c835904be081908fa9317eb5568d82 |
completed | March 28, 2026, 8:09 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c83624248c8190826f80c6bc95a13e |
completed | March 28, 2026, 8:12 p.m. |
Created at: March 27, 2026, 3:40 p.m.