Triple
T2015852
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Prussian Army |
E43793
|
entity |
| Predicate | notableCommander |
P1197
|
FINISHED |
| Object |
Gerhard von Scharnhorst
Gerhard von Scharnhorst was a Prussian general and military reformer who modernized the Prussian Army in the early 19th century and laid foundations for its later successes.
|
E229328
|
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: Gerhard von Scharnhorst | Statement: [Prussian Army, notableCommander, Gerhard von Scharnhorst]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gerhard von Scharnhorst Context triple: [Prussian Army, notableCommander, Gerhard von Scharnhorst]
-
A.
August Neidhardt von Gneisenau
August Neidhardt von Gneisenau was a prominent Prussian field marshal and military reformer who played a key role in the Napoleonic Wars, particularly in reorganizing the Prussian army and contributing to Napoleon’s final defeat.
-
B.
Helmuth von Moltke the Elder
Helmuth von Moltke the Elder was a 19th-century Prussian field marshal and military strategist best known for reorganizing the Prussian army and leading it to victory in the wars of German unification.
-
C.
Alfred von Schlieffen
Alfred von Schlieffen was a German field marshal and military strategist best known for devising the Schlieffen Plan, Germany’s pre–World War I strategy for a two-front war.
-
D.
Helmuth von Moltke the Younger
Helmuth von Moltke the Younger was a Prussian field marshal and Chief of the German General Staff whose cautious leadership at the outset of World War I shaped Germany’s early war strategy and the execution of the Schlieffen Plan.
-
E.
Erich von Falkenhayn
Erich von Falkenhayn was a German general who served as Chief of the General Staff of the Imperial German Army during World War I and was a key architect of its early war strategy.
- 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: Gerhard von Scharnhorst Triple: [Prussian Army, notableCommander, Gerhard von Scharnhorst]
Generated description
Gerhard von Scharnhorst was a Prussian general and military reformer who modernized the Prussian Army in the early 19th century and laid foundations for its later successes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gerhard von Scharnhorst Target entity description: Gerhard von Scharnhorst was a Prussian general and military reformer who modernized the Prussian Army in the early 19th century and laid foundations for its later successes.
-
A.
August Neidhardt von Gneisenau
August Neidhardt von Gneisenau was a prominent Prussian field marshal and military reformer who played a key role in the Napoleonic Wars, particularly in reorganizing the Prussian army and contributing to Napoleon’s final defeat.
-
B.
Helmuth von Moltke the Elder
Helmuth von Moltke the Elder was a 19th-century Prussian field marshal and military strategist best known for reorganizing the Prussian army and leading it to victory in the wars of German unification.
-
C.
Alfred von Schlieffen
Alfred von Schlieffen was a German field marshal and military strategist best known for devising the Schlieffen Plan, Germany’s pre–World War I strategy for a two-front war.
-
D.
Helmuth von Moltke the Younger
Helmuth von Moltke the Younger was a Prussian field marshal and Chief of the German General Staff whose cautious leadership at the outset of World War I shaped Germany’s early war strategy and the execution of the Schlieffen Plan.
-
E.
Erich von Falkenhayn
Erich von Falkenhayn was a German general who served as Chief of the General Staff of the Imperial German Army during World War I and was a key architect of its early war strategy.
- 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_69a88716e9f08190946313fdc949e3cf |
completed | March 4, 2026, 7:25 p.m. |
| NER | Named-entity recognition | batch_69abb8cb16048190bc626685fbb5f707 |
completed | March 7, 2026, 5:34 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae1fe5ad548190b4a64c5320b99c6d |
completed | March 9, 2026, 1:18 a.m. |
| NEDg | Description generation | batch_69ae2078f5bc81909e4226e4f4188e87 |
completed | March 9, 2026, 1:20 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae2121a43481908ea6eef3d4e06407 |
completed | March 9, 2026, 1:23 a.m. |
Created at: March 4, 2026, 7:37 p.m.