Triple
T12408519
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Étienne François, Duke of Choiseul |
E296450
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Reform of the French army after the Seven Years' War
Reform of the French army after the Seven Years' War was a comprehensive modernization program that overhauled France’s military organization, training, and command structure in response to its defeat in the conflict.
|
E981142
|
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: Reform of the French army after the Seven Years' War | Statement: [Étienne François, Duke of Choiseul, notableWork, Reform of the French army after the Seven Years' War]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Reform of the French army after the Seven Years' War Context triple: [Étienne François, Duke of Choiseul, notableWork, Reform of the French army after the Seven Years' War]
-
A.
Table of Ranks reform
The Table of Ranks reform was Peter the Great’s landmark overhaul of Russia’s civil and military service hierarchy, creating a formal system of ranks that tied status and advancement to state service rather than hereditary nobility.
-
B.
Marian military reforms
The Marian military reforms were a series of late 2nd-century BCE changes to the Roman army that professionalized the legions, opened enlistment to the landless poor, and restructured training, equipment, and organization, profoundly shaping Rome’s later military power.
-
C.
Prussian military reforms
Prussian military reforms were early 19th-century changes to Prussia’s army and military system—emphasizing merit, professionalization, and modern organization—that became a model for many European forces.
-
D.
Habsburg military reforms of Maria Theresa and Joseph II
The Habsburg military reforms of Maria Theresa and Joseph II were a comprehensive 18th-century overhaul of the Austrian armed forces that modernized recruitment, training, organization, and administration to create a more professional, centralized, and effective army.
-
E.
Napoleonic institutions
Napoleonic institutions were the political, legal, and administrative structures created under Napoleon Bonaparte that centralized authority and reshaped governance in France and its territories.
- 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: Reform of the French army after the Seven Years' War Triple: [Étienne François, Duke of Choiseul, notableWork, Reform of the French army after the Seven Years' War]
Generated description
Reform of the French army after the Seven Years' War was a comprehensive modernization program that overhauled France’s military organization, training, and command structure in response to its defeat in the conflict.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Reform of the French army after the Seven Years' War Target entity description: Reform of the French army after the Seven Years' War was a comprehensive modernization program that overhauled France’s military organization, training, and command structure in response to its defeat in the conflict.
-
A.
Table of Ranks reform
The Table of Ranks reform was Peter the Great’s landmark overhaul of Russia’s civil and military service hierarchy, creating a formal system of ranks that tied status and advancement to state service rather than hereditary nobility.
-
B.
Marian military reforms
The Marian military reforms were a series of late 2nd-century BCE changes to the Roman army that professionalized the legions, opened enlistment to the landless poor, and restructured training, equipment, and organization, profoundly shaping Rome’s later military power.
-
C.
Prussian military reforms
Prussian military reforms were early 19th-century changes to Prussia’s army and military system—emphasizing merit, professionalization, and modern organization—that became a model for many European forces.
-
D.
Habsburg military reforms of Maria Theresa and Joseph II
The Habsburg military reforms of Maria Theresa and Joseph II were a comprehensive 18th-century overhaul of the Austrian armed forces that modernized recruitment, training, organization, and administration to create a more professional, centralized, and effective army.
-
E.
Napoleonic institutions
Napoleonic institutions were the political, legal, and administrative structures created under Napoleon Bonaparte that centralized authority and reshaped governance in France and its territories.
- 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_69d6ad9f464c81909db36d7e96e34b9e |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d94d4a08e0819085c656e35038e6b2 |
completed | April 10, 2026, 7:19 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f63488cac08190a81b2151c827932e |
completed | May 2, 2026, 5:29 p.m. |
| NEDg | Description generation | batch_69f635997b088190b6207fcac5594eb2 |
completed | May 2, 2026, 5:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f636d9e13881908d3d08c6cf954304 |
completed | May 2, 2026, 5:39 p.m. |
Created at: April 8, 2026, 9:55 p.m.