How many
actually matter
Mother of Learning has thousands of text lines, but NLP entity extraction filters noise. Track the funnel from total name mentions to unique characters, and see their distribution.
Character-Focused Progression
With 42 unique key characters analyzed, persons are the largest category. The narrative tracks Zorian's classmates, professors, and loop allies across multiple repeated cycles.
Time Loop Settings
Key settings like the academy city of Cyoria anchor the narrative's structure, acting as the epicenter of each loop's events and the summer festival invasion.
Narrative Entity Classification Summary (Volume 4, Chapter 118)
| Classification | Unique Entities Detected |
|---|---|
| Person / Character | 42 |
| Location | 2 |
| Organization | 1 |
| Total Unique Entities | 45 |
Series survival rate,
over the timeline
Time loops offer infinite retries, but the real world is final. Track the survival curve of characters introduced across the series. Watch the cumulative deaths increase as the loops reach their conclusion.
The Early Cycle Filter
In the early cycles of Cyoria, characters die repeatedly during the summer festival invasion. The loop resets these deaths, maintaining an active cast size of 107.
Final breakout lethality
Once Zorian and Zach break out of the Sovereign Gate into the real world, deaths become permanent. 20 key character deaths are recorded during the final battle of Cyoria.
Narrative Survival & Mortality Summary (Volume 4, Chapter 118)
| Metric | Value |
|---|---|
| Total Characters Introduced | 107 |
| Surviving Characters (Alive) | 87 |
| Eliminated Characters (Dead) | 20 |
| Survival Rate | 81.31% |
| Mortality Rate | 18.69% |
Entity mentions,
and how they shift
Watch entity counts grow and transition as the story progresses. The main characters lead early, but organizations, locations, and items catch up in volume.
The Loop Protagonist (Zorian Kazinski)
Zorian Kazinski leads all entities by a massive margin (aggregating 8,369 mentions across 'Zorian' and 'Zorian Kazinski'). This high count reflects his first-person perspective and constant presence across all loops.
The Loop Partner (Zach Noveda)
Zach Noveda accumulates 2,944 mentions. As the original loop anchor and Zorian's primary partner in breaking the Sovereign Gate, his actions drive the series' central progression.
The Scholarly Guide (Alanic Grim)
Alanic Grim records 657 mentions, representing Zorian's first major mentor in combat magic, soul defense, and time loop navigation during the early Cyoria cycles.
Final Entity Mentions Summary (Volume 4, Chapter 118)
| Entity | Classification | Mentions |
|---|---|---|
| Zorian | character | 4,338 |
| Zorian Kazinski | character | 4,031 |
| Zach | character | 2,944 |
| Alanic | character | 657 |
| Taiven | character | 560 |
| Kael | character | 548 |
| Silverlake | character | 484 |
| Xvim | character | 474 |
| Ilsa | character | 447 |
| Kirielle | character | 436 |
Narrative disappearances,
and absence spans
Discover the largest narrative gaps. The chart maps how many chapters a character completely disappears from the text before appearing again.
* Gaps represent segments where an entity is absent between its last appearance and its next re-appearance. Character fates are omitted in this specific chart to focus purely on narrative presence.
The Left-Behind Sister (Kirielle)
Data Insight: Kirielle Kazinski vanishes for a staggering 89 chapters (Ch. 16 to 105).
Lore Assumption: Since Zorian operates almost exclusively in Cyoria or travels across Eldemar, he avoids returning home to Kirielle, only reuniting with her in the final real-world arc.
Isolated Specialized Training
Data Insight: Classmates like Estin and Kopriva have long gaps of 67 and 63 chapters.
Lore Assumption: During Zorian's intense training segments under Xvim, Silverlake, or during solitary dungeon crawls, secondary school characters vanish from the main narrative perspective.
Narrative Disappearance Gaps Summary (Volume 4, Chapter 118)
| Character | Absence Gap (Chapters) | From Chapter | To Chapter |
|---|---|---|---|
| Kirielle Kazinski | 89 | 16 | 105 |
| Kylae Kuosi | 86 | 22 | 108 |
| Byrn | 79 | 26 | 105 |
| Ben | 79 | 27 | 106 |
| Zenomir Olgai | 78 | 8 | 86 |
| Zenomir | 75 | 11 | 86 |
| Kiana | 67 | 51 | 118 |
| Estin | 67 | 51 | 118 |
| Sashal | 65 | 47 | 112 |
| Kopriva | 63 | 55 | 118 |
Keywords &
demographics
Explore the keywords that define the novel, alongside a clear demographic breakdown of character pronouns.
| Pronoun | Count | Share |
|---|
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