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Corpus Command Center

Decide what to promote, enrich, and practice next

The word database is big enough to run like an operating system. This command center turns corpus coverage into a priority order, learner-ready drills, and the next enrichment moves that make Beyond German stronger.

6,276

total corpus entries

The scraped word base available for routes, drills, and review.

41%

average readiness

Coverage across level, topic, examples, relations, and forms.

8

open enrichment queues

3 strong, 1 watch, 5 critical signals.

96

priority sprint

Example Sentence Backlog

Best next move

Example Sentence Backlog

Turns dictionary entries into context drills, richer word pages, and better sentence-based recall.

Add German and English example pairs. Context quizzes, example SEO, and review cards that feel less isolated.

Enrichment Sprints

30-day corpus leverage plan

The order favors learner-visible unlocks first, then deeper grammar and long-tail polish.

8 sprints
1

Context

Example Sentence Backlog

NowNeeds work

Turns dictionary entries into context drills, richer word pages, and better sentence-based recall.

96

5,944 open

Complete

5%

Missing

95%

Total

6,276

Unlock

Context quizzes, example SEO, and review cards that feel less isolated.

Batch examples by frequency and topic so each pass improves quizzes and pages at the same time.

2

Graph

Semantic Relation Backlog

NowNeeds work

Builds the memory graph that powers semantic browsing, relation quizzes, and connected review.

92

5,703 open

Complete

9%

Missing

91%

Total

6,276

Unlock

Semantic Memory Path depth, neighbor drills, and stronger confusable-word practice.

Approve links for top-ranked A1-B1 words before expanding into topic neighborhoods.

4

Verbs

Verb Conjugation Backlog

NextNeeds work

Turns verb entries into production practice rather than translation-only lookup.

87

1,420 open

Complete

3%

Missing

97%

Total

1,460

Unlock

Verb forms, present-tense drills, and stronger verb-builder paths.

Add present tense for modal, auxiliary, and high-frequency everyday verbs first.

6

Progression

CEFR Leveling Backlog

NextWatch

Makes the scraped corpus schedulable by CEFR level instead of leaving high-value words outside progression.

69

3,036 open

Complete

52%

Missing

48%

Total

6,276

Unlock

Cleaner A1-B2 paths, stronger default quizzes, and more reliable learner onboarding.

Level ranked words first, then pull the remaining long tail into later learner tiers.

8

Priority

Frequency Ranking Backlog

LaterStrong

Improves ordering for the tail of the corpus without blocking the current learner experience.

21

2 open

Complete

100%

Missing

0%

Total

6,276

Unlock

Cleaner sorting, better long-tail scheduling, and more precise backlog triage.

Resolve after learner-facing enrichment unless unranked words become visible in core routes.

Practice launchpad

Frequency Ranked

Words with source ranks can be ordered into high-impact practice.

100%
Ready corpus6,274 / 6,276

Article Ready

Nouns with gender can power der, die, das article drills.

100%
Ready corpus3,189 / 3,189

Plural Ready

Nouns with plural forms can train exact German plural recall.

88%
Ready corpus2,793 / 3,189

CEFR Leveled

Words with A1-B1 labels can power cleaner learner progression.

52%
Ready corpus3,240 / 6,276

Topic Routed

Words with learner-facing topics can become focused routes and drills.

13%
Ready corpus821 / 6,276

Example Backed

Example-backed words can train context instead of isolated recall.

5%
Ready corpus332 / 6,276

Strategic route