Triple
T8574528
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | August Neidhardt von Gneisenau |
E203013
|
entity |
| Predicate | educatedAt |
P5
|
FINISHED |
| Object |
Erfurt military school
Erfurt military school was a Prussian military academy in Erfurt known for training officers such as reformer August Neidhardt von Gneisenau.
|
E742584
|
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: Erfurt military school | Statement: [August Neidhardt von Gneisenau, educatedAt, Erfurt military school]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Erfurt military school Context triple: [August Neidhardt von Gneisenau, educatedAt, Erfurt military school]
-
A.
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.
-
B.
Heereskriegsschule Dresden
Heereskriegsschule Dresden was a principal officer training academy of the German Army, responsible for educating and preparing future army officers in Dresden.
-
C.
Heeresoffizierschule Dresden
Heeresoffizierschule Dresden is a principal officer training academy of the German Army located in Dresden, responsible for educating and preparing future army officers.
-
D.
Heereskriegsschule Potsdam
Heereskriegsschule Potsdam was a key officer training academy of the German Army, located in Potsdam and used to educate and prepare military leaders.
-
E.
Theresian Military Academy
The Theresian Military Academy is Austria’s historic officer training institution, renowned for educating many prominent figures in the Austro-Hungarian and later Austrian armed forces.
- 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: Erfurt military school Triple: [August Neidhardt von Gneisenau, educatedAt, Erfurt military school]
Generated description
Erfurt military school was a Prussian military academy in Erfurt known for training officers such as reformer August Neidhardt von Gneisenau.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Erfurt military school Target entity description: Erfurt military school was a Prussian military academy in Erfurt known for training officers such as reformer August Neidhardt von Gneisenau.
-
A.
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.
-
B.
Heereskriegsschule Dresden
Heereskriegsschule Dresden was a principal officer training academy of the German Army, responsible for educating and preparing future army officers in Dresden.
-
C.
Heeresoffizierschule Dresden
Heeresoffizierschule Dresden is a principal officer training academy of the German Army located in Dresden, responsible for educating and preparing future army officers.
-
D.
Heereskriegsschule Potsdam
Heereskriegsschule Potsdam was a key officer training academy of the German Army, located in Potsdam and used to educate and prepare military leaders.
-
E.
Theresian Military Academy
The Theresian Military Academy is Austria’s historic officer training institution, renowned for educating many prominent figures in the Austro-Hungarian and later Austrian armed forces.
- 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_69ca8328ebe481909a8c038fa79959b4 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cbea947f188190af469babaa73ddf6 |
completed | March 31, 2026, 3:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce8995d1d081909f6a27220c2c267e |
completed | April 2, 2026, 3:21 p.m. |
| NEDg | Description generation | batch_69ce8a9df47c81909ba9ef8dff1db7b1 |
completed | April 2, 2026, 3:26 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ce8b48841c8190bcf11aeb25355649 |
completed | April 2, 2026, 3:29 p.m. |
Created at: March 30, 2026, 6:21 p.m.