fabula-storygraphs
Collection
Knowledge graphs representing the complete and interconnected story events in popular television drama.
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3 items
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Updated
Datasets:
Dataset Viewer
id
int64 0
10.4k
| node_id
int64 0
10.6k
| type
stringclasses 28
values | name
stringlengths 3
98
| description
stringlengths 0
200
| labels
stringclasses 28
values | connections
int64 0
4.97k
| sequence_in_scene
null 1
45
⌀ | is_flashback
null 2
classes | canonical_name
nullclasses 152
values | aliases
nullclasses 45
values | location_type
stringclasses 1
value | episode_number
nullclasses 1
value | season_number
nullclasses 1
value |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
5,698 | 5,795 |
RawAgentMention
|
RawAgentMention_5795
|
RawAgentMention
| 3 | null | null | null | null | null | null | null |
|
5,289 | 5,374 |
Location
|
Caligula's Imperial Bedroom at Capri
|
A dimly lit, intimate chamber steeped in heavy atmosphere, Caligula's Imperial Bedroom at Capri brims with ancient relics that whisper of imperial excess and dark intrigue. The space pulses with a cla
|
Location
| 5 | null | null | null | null | null | null |
|
222 | 223 |
RawOrganizationMention
|
RawOrganizationMention_223
|
RawOrganizationMention
| 3 | null | null | null | null | null | null | null |
|
7,504 | 7,634 |
PlotBeat
|
PlotBeat_Tiberius crushes Sejanus's amb...
|
PlotBeat
| 0 | null | null | null | null | null | null | null |
|
9,133 | 9,303 |
LocationEpisodeObservation
|
LocationEpisodeObservation_9303
|
LocationEpisodeObservation
| 3 | null | null | null | null | null | null | null |
|
2,657 | 2,680 |
Event
|
Livia Deflects Augustus's Wrath and Reveals Drusus's Treason
|
Livia enters the Reception Hall, immediately observing Augustus's furious confrontation with Tiberius over his forbidden pursuit of Vipsania. With shrewd calculation, Livia intercedes, subtly minimizi
|
Event
| 17 | null | null | null | null | null | null | null |
8,294 | 8,443 |
AdjudicationDecision
|
AdjudicationDecision_8443
|
AdjudicationDecision
| 0 | null | null | null | null | null | null | null |
|
3,168 | 3,203 |
RawAgentMention
|
RawAgentMention_3203
|
RawAgentMention
| 3 | null | null | null | null | null | null | null |
|
2,676 | 2,699 |
RawAgentMention
|
RawAgentMention_2699
|
RawAgentMention
| 3 | null | null | null | null | null | null | null |
|
9,287 | 9,469 |
AdjudicationDecision
|
AdjudicationDecision_9469
|
AdjudicationDecision
| 0 | null | null | null | null | null | null | null |
|
4,892 | 4,954 |
RawObjectMention
|
RawObjectMention_4954
|
RawObjectMention
| 3 | null | null | null | null | null | null | null |
|
3,549 | 3,591 |
Location
|
Imperial Palace - Formal Hall
|
The Formal Hall within the Imperial Palace looms with stately grandeur, bathed in dim, muted light that casts long shadows across its vast expanse. This imposing chamber serves as a crucible where the
|
Location
| 7 | null | null | null | null | null | null |
|
1,546 | 1,558 |
PlotBeat
|
PlotBeat_Livia reinforces Tiberius’s re...
|
PlotBeat
| 0 | null | null | null | null | null | null | null |
|
8,016 | 8,155 |
LocationEpisodeObservation
|
LocationEpisodeObservation_8155
|
LocationEpisodeObservation
| 2 | null | null | null | null | null | null | null |
|
972 | 984 |
PlotBeat
|
PlotBeat_With clinical detachment, Mars...
|
PlotBeat
| 0 | null | null | null | null | null | null | null |
|
3,479 | 3,516 |
Object
|
Sand
|
Fine granular particles scattered in a natural setting, serving as the medium of interaction between siblings. It shifts from a playful element to a trigger of conflict, embodying both innocence and t
|
Object
| 7 | null | null | null | null | null | null | null |
9,951 | 10,159 |
RawAgentMention
|
RawAgentMention_10159
|
RawAgentMention
| 3 | null | null | null | null | null | null | null |
|
5,831 | 5,928 |
RawAgentMention
|
RawAgentMention_5928
|
RawAgentMention
| 3 | null | null | null | null | null | null | null |
|
9,813 | 10,021 |
RawAgentMention
|
RawAgentMention_10021
|
RawAgentMention
| 3 | null | null | null | null | null | null | null |
|
9,084 | 9,249 |
Event
|
Macro's Deceptive Coup: Sejanus Isolated
|
At the Senate steps, Macro initiates Tiberius's calculated downfall of Sejanus. He cleverly disarms Sejanus's suspicion by feigning deference and implying the Emperor's letter contains an offer of ult
|
Event
| 20 | null | null | null | null | null | null | null |
6,412 | 6,520 |
AdjudicationDecision
|
AdjudicationDecision_6520
|
AdjudicationDecision
| 0 | null | null | null | null | null | null | null |
|
9,085 | 9,250 |
Object
|
Herod's Dice Set
|
A distinctive set of dice associated by name with Herod, serving as a symbolic gift within the narrative. The dice likely possess a crafted appearance linking them to historical or mythic significance
|
Object
| 7 | null | null | null | null | null | null | null |
8,816 | 8,968 |
RawAgentMention
|
RawAgentMention_8968
|
RawAgentMention
| 3 | null | null | null | null | null | null | null |
|
7,449 | 7,578 |
AdjudicationDecision
|
AdjudicationDecision_7578
|
AdjudicationDecision
| 0 | null | null | null | null | null | null | null |
|
7,265 | 7,390 |
PairwiseAdjudication
|
PairwiseAdjudication_7390
|
PairwiseAdjudication
| 0 | null | null | null | null | null | null | null |
|
75 | 76 |
PlotBeat
|
PlotBeat_Claudius, sweating and hunched...
|
PlotBeat
| 0 | null | null | null | null | null | null | null |
|
1,701 | 1,713 |
RawAgentMention
|
RawAgentMention_1713
|
RawAgentMention
| 3 | null | null | null | null | null | null | null |
|
2,586 | 2,609 |
RawAgentMention
|
RawAgentMention_2609
|
RawAgentMention
| 3 | null | null | null | null | null | null | null |
|
644 | 654 |
RawOrganizationMention
|
RawOrganizationMention_654
|
RawOrganizationMention
| 3 | null | null | null | null | null | null | null |
|
8,440 | 8,592 |
RawAgentMention
|
RawAgentMention_8592
|
RawAgentMention
| 3 | null | null | null | null | null | null | null |
|
9,583 | 9,791 |
PlotBeat
|
PlotBeat_Broken by the weight of revela...
|
PlotBeat
| 1 | null | null | null | null | null | null | null |
|
1,982 | 1,994 |
RawObjectMention
|
RawObjectMention_1994
|
RawObjectMention
| 3 | null | null | null | null | null | null | null |
|
8,354 | 8,506 |
SceneBoundary
|
SceneBoundary_8506
|
SceneBoundary
| 5 | null | null | null | null | null | null | null |
|
5,432 | 5,524 |
Theme
|
Paranoia, Secrecy, and Survival
|
A pervasive atmosphere of suspicion governs familial and political relations: Claudius fears Livia’s spies and the dangers of open communication, withholding information and relying on secretive allie
|
Theme
| 10 | null | null | null | null | null | null | null |
6,952 | 7,072 |
Event
|
Livilla's Deceptive Comfort and Castor's Dire Warnings
|
Following his heated argument with Tiberius, an exhausted Castor is approached by his wife, Livilla, in the secluded garden. Feigning wifely concern, Livilla subtly probes Castor about his confrontati
|
Event
| 20 | null | null | null | null | null | null | null |
5,450 | 5,542 |
AgentEpisodeProfile
|
AgentEpisodeProfile_5542
|
AgentEpisodeProfile
| 4 | null | null | null | null | null | null | null |
|
9,164 | 9,334 |
OrganizationEpisodeObservation
|
OrganizationEpisodeObservation_9334
|
OrganizationEpisodeObservation
| 3 | null | null | null | null | null | null | null |
|
242 | 243 |
RawAgentMention
|
RawAgentMention_243
|
RawAgentMention
| 3 | null | null | null | null | null | null | null |
|
300 | 301 |
RawAgentMention
|
RawAgentMention_301
|
RawAgentMention
| 3 | null | null | null | null | null | null | null |
|
3,512 | 3,552 |
LocationEpisodeObservation
|
LocationEpisodeObservation_3552
|
LocationEpisodeObservation
| 3 | null | null | null | null | null | null | null |
|
4,591 | 4,651 |
AdjudicationDecision
|
AdjudicationDecision_4651
|
AdjudicationDecision
| 0 | null | null | null | null | null | null | null |
|
4,899 | 4,961 |
RawAgentMention
|
RawAgentMention_4961
|
RawAgentMention
| 3 | null | null | null | null | null | null | null |
|
7,065 | 7,185 |
RawAgentMention
|
RawAgentMention_7185
|
RawAgentMention
| 3 | null | null | null | null | null | null | null |
|
5,979 | 6,076 |
RawAgentMention
|
RawAgentMention_6076
|
RawAgentMention
| 3 | null | null | null | null | null | null | null |
|
3,661 | 3,705 |
ObjectEpisodeObservation
|
ObjectEpisodeObservation_3705
|
ObjectEpisodeObservation
| 3 | null | null | null | null | null | null | null |
|
6,874 | 6,994 |
RawAgentMention
|
RawAgentMention_6994
|
RawAgentMention
| 3 | null | null | null | null | null | null | null |
|
8,576 | 8,728 |
RawLocationMention
|
RawLocationMention_8728
|
RawLocationMention
| 3 | null | null | null | null | null | null | null |
|
5,417 | 5,509 |
PairwiseAdjudication
|
PairwiseAdjudication_5509
|
PairwiseAdjudication
| 0 | null | null | null | null | null | null | null |
|
5,125 | 5,193 |
ObjectEpisodeObservation
|
ObjectEpisodeObservation_5193
|
ObjectEpisodeObservation
| 2 | null | null | null | null | null | null | null |
|
619 | 629 |
Organization
|
The Republic
|
The Republic stands as the ideal political system championed by Cassius in his conspiracy against Claudius and the imperial family. It embodies the vision of governance by the people or their represen
|
Organization
| 4 | null | null | null | null | null | null | null |
7,890 | 8,020 |
RawAgentMention
|
RawAgentMention_8020
|
RawAgentMention
| 3 | null | null | null | null | null | null | null |
|
8,192 | 8,341 |
AgentEpisodeProfile
|
AgentEpisodeProfile_8341
|
AgentEpisodeProfile
| 4 | null | null | null | null | null | null | null |
|
6,827 | 6,947 |
PlotBeat
|
PlotBeat_Claudius rushes to comfort the...
|
PlotBeat
| 2 | null | null | null | null | null | null | null |
|
6,964 | 7,084 |
RawLocationMention
|
RawLocationMention_7084
|
RawLocationMention
| 3 | null | null | null | null | null | null | null |
|
5,101 | 5,166 |
AgentEpisodeProfile
|
AgentEpisodeProfile_5166
|
AgentEpisodeProfile
| 4 | null | null | null | null | null | null | null |
|
3,762 | 3,807 |
AdjudicationDecision
|
AdjudicationDecision_3807
|
AdjudicationDecision
| 0 | null | null | null | null | null | null | null |
|
4,382 | 4,427 |
Agent
|
Librarian
|
The Librarian aids historians Livy and Pollio in the urgent search for a missing book crucial to their investigation. Despite diligent efforts, the Librarian fails to locate the text independently, ul
|
Agent
| 9 | null | null | null | null | null | null | null |
3,592 | 3,634 |
RawObjectMention
|
RawObjectMention_3634
|
RawObjectMention
| 2 | null | null | null | null | null | null | null |
|
3,605 | 3,647 |
RawAgentMention
|
RawAgentMention_3647
|
RawAgentMention
| 3 | null | null | null | null | null | null | null |
|
6,498 | 6,609 |
Location
|
Marketplace
|
The Marketplace pulses with raw energy, a crucible where voices rise in heated cries for vengeance. It serves as an open agora, where desperation and justice collide amid the cacophony of bartering an
|
Location
| 15 | null | null | null | null | null | null |
|
891 | 903 |
AdjudicationDecision
|
AdjudicationDecision_903
|
AdjudicationDecision
| 0 | null | null | null | null | null | null | null |
|
14 | 14 |
AdjudicationDecision
|
AdjudicationDecision_14
|
AdjudicationDecision
| 0 | null | null | null | null | null | null | null |
|
4,242 | 4,287 |
RawAgentMention
|
RawAgentMention_4287
|
RawAgentMention
| 3 | null | null | null | null | null | null | null |
|
7,432 | 7,561 |
PairwiseAdjudication
|
PairwiseAdjudication_7561
|
PairwiseAdjudication
| 0 | null | null | null | null | null | null | null |
|
4,710 | 4,772 |
PlotBeat
|
PlotBeat_Livia corners Colonel Sejanus ...
|
PlotBeat
| 2 | null | null | null | null | null | null | null |
|
9,761 | 9,969 |
RawAgentMention
|
RawAgentMention_9969
|
RawAgentMention
| 3 | null | null | null | null | null | null | null |
|
1,043 | 1,055 |
RawAgentMention
|
RawAgentMention_1055
|
RawAgentMention
| 3 | null | null | null | null | null | null | null |
|
7,542 | 7,672 |
PlotBeat
|
PlotBeat_Atticus parades the ornate cop...
|
PlotBeat
| 0 | null | null | null | null | null | null | null |
|
5,507 | 5,600 |
PairwiseAdjudication
|
PairwiseAdjudication_5600
|
PairwiseAdjudication
| 0 | null | null | null | null | null | null | null |
|
5,595 | 5,692 |
PlotBeat
|
PlotBeat_Claudius's inner monologue tea...
|
PlotBeat
| 0 | null | null | null | null | null | null | null |
|
8,523 | 8,675 |
RawAgentMention
|
RawAgentMention_8675
|
RawAgentMention
| 3 | null | null | null | null | null | null | null |
|
8,605 | 8,757 |
RawOrganizationMention
|
RawOrganizationMention_8757
|
RawOrganizationMention
| 3 | null | null | null | null | null | null | null |
|
7,527 | 7,657 |
PlotBeat
|
PlotBeat_The Senate erupts: dissent and...
|
PlotBeat
| 0 | null | null | null | null | null | null | null |
|
4,875 | 4,937 |
RawAgentMention
|
RawAgentMention_4937
|
RawAgentMention
| 3 | null | null | null | null | null | null | null |
|
6,235 | 6,332 |
AgentEpisodeProfile
|
AgentEpisodeProfile_6332
|
AgentEpisodeProfile
| 4 | null | null | null | null | null | null | null |
|
9,022 | 9,174 |
AgentEpisodeProfile
|
AgentEpisodeProfile_9174
|
AgentEpisodeProfile
| 4 | null | null | null | null | null | null | null |
|
6,745 | 6,865 |
SceneBoundary
|
SceneBoundary_6865
|
SceneBoundary
| 3 | null | null | null | null | null | null | null |
|
5,918 | 6,015 |
RawOrganizationMention
|
RawOrganizationMention_6015
|
RawOrganizationMention
| 3 | null | null | null | null | null | null | null |
|
3,876 | 3,921 |
PlotBeat
|
PlotBeat_Claudius collapses under the w...
|
PlotBeat
| 2 | null | null | null | null | null | null | null |
|
1,163 | 1,175 |
RawAgentMention
|
RawAgentMention_1175
|
RawAgentMention
| 3 | null | null | null | null | null | null | null |
|
5,716 | 5,813 |
RawLocationMention
|
RawLocationMention_5813
|
RawLocationMention
| 3 | null | null | null | null | null | null | null |
|
8,555 | 8,707 |
PlotBeat
|
PlotBeat_A German Guard, hearing the co...
|
PlotBeat
| 3 | null | null | null | null | null | null | null |
|
4,221 | 4,266 |
ObjectEpisodeObservation
|
ObjectEpisodeObservation_4266
|
ObjectEpisodeObservation
| 3 | null | null | null | null | null | null | null |
|
10,011 | 10,221 |
AgentEpisodeProfile
|
AgentEpisodeProfile_10221
|
AgentEpisodeProfile
| 4 | null | null | null | null | null | null | null |
|
2,609 | 2,632 |
RawAgentMention
|
RawAgentMention_2632
|
RawAgentMention
| 3 | null | null | null | null | null | null | null |
|
4,599 | 4,659 |
AdjudicationDecision
|
AdjudicationDecision_4659
|
AdjudicationDecision
| 0 | null | null | null | null | null | null | null |
|
9,265 | 9,446 |
AdjudicationDecision
|
AdjudicationDecision_9446
|
AdjudicationDecision
| 0 | null | null | null | null | null | null | null |
|
9,835 | 10,043 |
RawAgentMention
|
RawAgentMention_10043
|
RawAgentMention
| 3 | null | null | null | null | null | null | null |
|
6,505 | 6,617 |
Location
|
Illyria
|
Illyria emerges as a historically significant coastal region serving as the last known waypoint for key figures Piso and Castor before their voyages to Rome. Its strategic position as a departure and
|
Location
| 6 | null | null | null | null | null | null |
|
6,574 | 6,691 |
Theme
|
The Burden of Truth and History
|
This theme is embodied in Claudius, whose private chronicling of Rome's corruption exists in sharp contrast to the public spectacle and official trials. The episode foregrounds the peril and necessity
|
Theme
| 6 | null | null | null | null | null | null | null |
5,557 | 5,654 |
MultiPairDecision
|
MultiPairDecision_5654
|
MultiPairDecision
| 0 | null | null | null | null | null | null | null |
|
4,477 | 4,532 |
Location
|
The Arena
|
The Arena bursts with roaring crowds, a packed crucible of gladiatorial combat where tension burns beneath the spectacle. Imperial family members and citizens alike jostle for vantage points, their so
|
Location
| 17 | null | null | null | null | null | null |
|
8,656 | 8,808 |
RawLocationMention
|
RawLocationMention_8808
|
RawLocationMention
| 3 | null | null | null | null | null | null | null |
|
3,733 | 3,778 |
PairwiseAdjudication
|
PairwiseAdjudication_3778
|
PairwiseAdjudication
| 0 | null | null | null | null | null | null | null |
|
1,318 | 1,330 |
RawAgentMention
|
RawAgentMention_1330
|
RawAgentMention
| 3 | null | null | null | null | null | null | null |
|
9,108 | 9,275 |
LocationEpisodeObservation
|
LocationEpisodeObservation_9275
|
LocationEpisodeObservation
| 3 | null | null | null | null | null | null | null |
|
8,854 | 9,006 |
RawAgentMention
|
RawAgentMention_9006
|
RawAgentMention
| 3 | null | null | null | null | null | null | null |
|
6,023 | 6,120 |
RawObjectMention
|
RawObjectMention_6120
|
RawObjectMention
| 2 | null | null | null | null | null | null | null |
|
29 | 30 |
AdjudicationDecision
|
AdjudicationDecision_30
|
AdjudicationDecision
| 0 | null | null | null | null | null | null | null |
|
280 | 281 |
RawAgentMention
|
RawAgentMention_281
|
RawAgentMention
| 3 | null | null | null | null | null | null | null |
End of preview. Expand
in Data Studio
I, Claudius Complete Series Narrative Knowledge Graph
Dataset Description
This dataset contains a comprehensive narrative knowledge graph extracted from all 13 episodes of the BBC's "I, Claudius" (1976), analyzed using the Fabula V2 pipeline. The graph captures the complex web of Roman imperial politics, family dynamics, and power struggles across the reigns of Augustus, Tiberius, Caligula, and Claudius.
Dataset Summary
- Total Nodes: 10,357
- Total Relationships: 34,242
- Episodes Analyzed: 13 (complete series)
- Series: I, Claudius (1976)
- Based on: Novels by Robert Graves
Key Statistics
Entity counts and relationships have been extracted across the entire series, capturing the rise and fall of emperors, political machinations, and the transformation of Rome from Republic to Empire.
Usage
Loading the Dataset
from datasets import load_dataset
# Load tabular format (for exploration)
dataset = load_dataset("brandburner/i-claudius-narrative-kg")
# Load full graph format
dataset = load_dataset("brandburner/i-claudius-narrative-kg", "full_graph")
Dataset Structure
The dataset provides two configurations:
- default (Tabular format): Simplified node-centric view for HuggingFace dataset viewer
- full_graph: Complete knowledge graph with all properties and relationships
Additional Information
Series Context
"I, Claudius" follows the history of the Roman Empire from Augustus through Claudius, told through the eyes of Claudius himself. The series is renowned for its complex political intrigue and character development.
Processing Pipeline
Created using Fabula V2, which performs:
- Hierarchical narrative decomposition
- Entity extraction and resolution across episodes
- Relationship mapping
- Theme and conflict analysis
- Character participation tracking
License
This dataset is released under the Apache 2.0 License.
Citation
@dataset{i_claudius_kg_2025,
title={I, Claudius Complete Series Narrative Knowledge Graph},
author={brandburner},
year={2025},
publisher={Hugging Face}
}
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Size of downloaded dataset files:
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Number of rows:
31,071