Triple
T2015878
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Prussian Army |
E43793
|
entity |
| Predicate | reform |
P4888
|
FINISHED |
| Object | Gneisenau reforms |
E84953
|
NE FINISHED |
How this triple was built (2 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: Gneisenau reforms | Statement: [Prussian Army, reform, Gneisenau reforms]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gneisenau reforms Context triple: [Prussian Army, reform, Gneisenau reforms]
-
A.
Prussian military reforms
chosen
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.
-
B.
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.
-
C.
Kulturkampf
Kulturkampf was a series of 1870s policies in the newly unified German Empire that sought to reduce the political influence of the Catholic Church and assert state control over religious affairs.
-
D.
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.
-
E.
Tanzimat
Tanzimat was a series of 19th-century Ottoman modernization reforms aimed at centralizing authority and restructuring the empire’s legal, administrative, and social systems along European lines.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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. |
Created at: March 4, 2026, 7:37 p.m.