Triple
T2015879
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Prussian Army |
E43793
|
entity |
| Predicate | reform |
P4888
|
FINISHED |
| Object |
Roon reforms
The Roon reforms were a series of 19th-century military and organizational changes in Prussia, led by Albrecht von Roon, that modernized the army and strengthened the Prussian state ahead of German unification.
|
E225815
|
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: Roon reforms | Statement: [Prussian Army, reform, Roon reforms]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Roon reforms Context triple: [Prussian Army, reform, Roon reforms]
-
A.
Montford Reforms
The Montford Reforms were a set of constitutional changes introduced by the British government in 1919 that expanded limited self-governance in colonial India through dyarchy in the provinces and increased Indian participation in legislative councils.
-
B.
Childers Reforms
The Childers Reforms were a series of late 19th-century British Army reorganizations that restructured infantry regiments into a territorial and regimental system, standardizing their titles and organization.
-
C.
Imperial Reform
Imperial Reform was a series of early 16th-century political and legal changes in the Holy Roman Empire aimed at strengthening central authority and improving imperial governance.
-
D.
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.
-
E.
Bourbon Reforms
The Bourbon Reforms were a series of 18th-century administrative and economic changes imposed by the Spanish Crown to strengthen imperial control and revenue, which ultimately provoked colonial discontent and helped set the stage for independence movements in Latin America.
- 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: Roon reforms Triple: [Prussian Army, reform, Roon reforms]
Generated description
The Roon reforms were a series of 19th-century military and organizational changes in Prussia, led by Albrecht von Roon, that modernized the army and strengthened the Prussian state ahead of German unification.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Roon reforms Target entity description: The Roon reforms were a series of 19th-century military and organizational changes in Prussia, led by Albrecht von Roon, that modernized the army and strengthened the Prussian state ahead of German unification.
-
A.
Montford Reforms
The Montford Reforms were a set of constitutional changes introduced by the British government in 1919 that expanded limited self-governance in colonial India through dyarchy in the provinces and increased Indian participation in legislative councils.
-
B.
Childers Reforms
The Childers Reforms were a series of late 19th-century British Army reorganizations that restructured infantry regiments into a territorial and regimental system, standardizing their titles and organization.
-
C.
Imperial Reform
Imperial Reform was a series of early 16th-century political and legal changes in the Holy Roman Empire aimed at strengthening central authority and improving imperial governance.
-
D.
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.
-
E.
Bourbon Reforms
The Bourbon Reforms were a series of 18th-century administrative and economic changes imposed by the Spanish Crown to strengthen imperial control and revenue, which ultimately provoked colonial discontent and helped set the stage for independence movements in Latin America.
- 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_69ae0aef0fe88190adf9cd218cf7d8b4 |
completed | March 8, 2026, 11:49 p.m. |
| NEDg | Description generation | batch_69ae0c1ea0388190b44af2223517129e |
completed | March 8, 2026, 11:54 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae0c7719e881909059cef2c513a05a |
completed | March 8, 2026, 11:55 p.m. |
Created at: March 4, 2026, 7:37 p.m.