Graph Report - corpus (2026-10-24)

Corpus Check

• Large corpus: 1498 files · ~173,698 words. Semantic extraction will be expensive (many Claude tokens). Consider running on a subfolder.

Summary

• 1489 nodes · 7190 edges · 21 communities
• Extraction: 100% EXTRACTED · 0% INFERRED · 0% AMBIGUOUS · INFERRED: 16 edges (avg confidence: 0.85)
• Token cost: 0 input · 0 output

Community Hubs (Navigation)

• [[_COMMUNITY_Season 5 Hotel|Season 5: Hotel]]
• [[_COMMUNITY_Season 3 Coven|Season 3: Coven]]
• [[_COMMUNITY_Season 2 Asylum|Season 2: Asylum]]
• [[_COMMUNITY_Season 6 Roanoke|Season 6: Roanoke]]
• [[_COMMUNITY_Season 8 Apocalypse|Season 8: Apocalypse]]
• [[_COMMUNITY_Season 4 Freak Show|Season 4: Freak Show]]
• [[_COMMUNITY_Season 11 NYC|Season 11: NYC]]
• [[_COMMUNITY_Season 7 Cult|Season 7: Cult]]
• [[_COMMUNITY_Season 12 Delicate|Season 12: Delicate]]
• [[_COMMUNITY_Season 13 13|Season 13: 13]]
• [[_COMMUNITY_Season 1 Murder House|Season 1: Murder House]]
• [[_COMMUNITY_Season 9 1984|Season 9: 1984]]
• [[_COMMUNITY_Season 10 Double Feature|Season 10: Double Feature]]
• [[_COMMUNITY_Double Feature Cape Fear|Double Feature: Cape Fear]]
• [[_COMMUNITY_Double Feature Blue Moon|Double Feature: Blue Moon]]
• [[_COMMUNITY_Murder House Tate Langdon|Murder House: Tate Langdon]]
• [[_COMMUNITY_Double Feature The Future Perfect|Double Feature: The Future Perfect]]
• [[_COMMUNITY_Murder House Return to Murder House|Murder House: Return to Murder House]]
• [[_COMMUNITY_Murder House Spooky Little Girl|Murder House: Spooky Little Girl]]
• [[_COMMUNITY_Double Feature Blood Buffet|Double Feature: Blood Buffet]]
• [[_COMMUNITY_Double Feature Briana Lane|Double Feature: Briana Lane]]

God Nodes (most connected - your core abstractions)

1. Season 8: Apocalypse (2018) - 194 edges

2. Season 5: Hotel (2015-2016) - 191 edges

3. Season 1: Murder House (2011) - 176 edges

4. Season 3: Coven (2013-2014) - 176 edges

5. Season 2: Asylum (2012-2013) - 169 edges

6. Season 13: 13 (2026) - 168 edges

7. Season 10: Double Feature (2021) - 162 edges

8. Season 6: Roanoke (2016) - 138 edges

9. Season 4: Freak Show (2014-2015) - 119 edges

10. Season 7: Cult (2017) - 101 edges

Surprising Connections (you probably didn't know these)

• April Grace --cast_in_season--> Season 1: Murder House (2011) [EXTRACTED]

actors/april-grace.md → seasons/01-murder-house.md

• Ava Kolker --cast_in_season--> Season 1: Murder House (2011) [EXTRACTED]

actors/ava-kolker.md → seasons/01-murder-house.md

• Christopher Thomas --cast_in_season--> Season 1: Murder House (2011) [EXTRACTED]

actors/christopher-thomas.md → seasons/01-murder-house.md

• Dennis Hill --cast_in_season--> Season 1: Murder House (2011) [EXTRACTED]

actors/dennis-hill.md → seasons/01-murder-house.md

• Joab Carlos --cast_in_season--> Season 1: Murder House (2011) [EXTRACTED]

actors/joab-carlos.md → seasons/01-murder-house.md

Import Cycles

• None detected.

Communities (21 total, 0 thin omitted)

Community 0 - "Season 5: Hotel"

Cohesion: 0.05

Nodes (155): Adam Lieberman, Al Pugliese, Alanna Ubach, Alexander Ward, Alexandra Daddario, Amir Talai, Anthony Ruivivar, Anton Lee Starkman (+147 more)

Community 1 - "Season 3: Coven"

Cohesion: 0.06

Nodes (155): Alexander Dreymon, Ameer Baraka, Amy Le, Andrew Leeds, Angela Bassett, Arabella Field, Armal Perkins, Ash Taylor (+147 more)

Community 2 - "Season 2: Asylum"

Cohesion: 0.05

Nodes (150): Abby Donnelly, Adam Levine, Adrian Quinonez, Amy Farrington, Andrew Rothenberg, Barbara Tarbuck, Bella Dayne, Betty Murphy (+142 more)

Community 3 - "Season 6: Roanoke"

Cohesion: 0.08

Nodes (117): André Holland, Areana Cirina (Bridget), (as Abigail Clemens), (as Agnes Mary Winstead), (as an unidentified actress), (as Audrey Tindall), (as Brian Wells), (as Denise Monroe) (+109 more)

Community 4 - "Season 8: Apocalypse"

Cohesion: 0.06

Nodes (113): Addy Chandler, Aidan Bristow, Annabelle King, Ash Santos, Asher Gian Starita (Age 3), BD Wong, Billy Eichner, Billy Porter (+105 more)

Community 5 - "Season 4: Freak Show"

Cohesion: 0.10

Nodes (101): Angela Sarafyan, Benjamin Woolf, Brinon Kruithof (12 years old), Celia Weston, Chrissy Metz, Christopher Neiman, Dalton E. Gray, David Burtka (+93 more)

Community 6 - "Season 11: NYC"

Cohesion: 0.09

Nodes (89): Adrian Alvarado, Alexandre Bagot, Brian Cheney, Brian David Tracy, Brian McManamon, Brian Ray Norris, Casey Thomas Brown, Charlie Carver (+81 more)

Community 7 - "Season 7: Cult"

Cohesion: 0.09

Nodes (85): Adina Porter, Aimee Carrero, Alison Pill, Annie Ilonzeh, Audrey Ellis Fox, Blanca Araceli, Bo Roberts, Cameron Cowperthwaite (+77 more)

Community 8 - "Season 12: Delicate"

Cohesion: 0.11

Nodes (82): Adan Olmeda, Andy Cohen, Anisa Benitez, Annabelle Dexter-Jones, Ari Barkan, (Ashleigh), (Ashley), Ashlie Atkinson (+74 more)

Community 9 - "Season 13: 13"

Cohesion: 0.06

Nodes (81): Adina Verson, Afsheen Misaghi, Alex Consani, Amanda Rea, Andrew Rogers, Anthony Cumberbatch Jr., Avantika, Avantika Vandanapu (+73 more)

Community 10 - "Season 1: Murder House"

Cohesion: 0.06

Nodes (79): Abbie Cobb, Alexandra Breckenridge, Alexandra Breckenridge (younger), Amir Arison, Andy Umberger, Asher Gian Starita, Ashley Rickards, Azura Skye (+71 more)

Community 11 - "Season 9: 1984"

Cohesion: 0.15

Nodes (66): Cash Galvan, Connor Cain, Connor Donnally, DeRon Horton, Don Swayze, Dreama Walker, Emma Meisel, Eric Staves (+58 more)

Community 12 - "Season 10: Double Feature"

Cohesion: 0.09

Nodes (41): Adam Noel Jones, Alan Brooks, Alex Andrus, Aramis Merlin, Benjamin Papac, Bryce Johnson, Cassandra Ballard, Chris Caldovino (+33 more)

Community 13 - "Double Feature: Cape Fear"

Cohesion: 0.15

Nodes (38): Adam Lendermon, Austin Woods, Blake Shields, Brian Kruse, Daeg N. Faerch, David Brezniak, Denis O'Hare, Derrick Aguis (+30 more)

Community 14 - "Double Feature: Blue Moon"

Cohesion: 0.11

Nodes (32): Alisha Soper, Amelie Zazik, Andrew Tippie, Anthony Pierre Christopher, Anthony Robert Coons, Brett Edwards, Elaine Rivkin, Emmett Hunter (+24 more)

Community 15 - "Murder House: Tate Langdon"

Cohesion: 0.29

Nodes (31): Eve Gordon, Kate Mara, Kathleen Rose Perkins, Lily Rabe, Morris Chestnut, Richard Short, Riley Schmidt, Rosa Salazar (+23 more)

Community 16 - "Double Feature: The Future Perfect"

Cohesion: 0.14

Nodes (23): Adam Gibson, Alfredo Tavares, Angelica Ross, Cody Fern, Craig Sheffer, Eric Nenninger, Erik Adkins, Isaac Cole Powell (+15 more)

Community 17 - "Murder House: Return to Murder House"

Cohesion: 0.14

Nodes (19): Cassidy Naber, Cody Fern (as Michael Langdon), Connie Britton, Derek Richardson, Dylan McDermott (as Ben Harmon), Evan Peters (as Tate Langdon), Irene Roseen, Malaya Rivera Drew (+11 more)

Community 18 - "Murder House: Spooky Little Girl"

Cohesion: 0.17

Nodes (15): April Grace, Ava Kolker, Caitlin Dahl, Christopher Thomas, Dennis Hill, Geoffrey Rivas, Joab Carlos, Joshua Allen (+7 more)

Community 19 - "Double Feature: Blood Buffet"

Cohesion: 0.15

Nodes (14): Christine Lin, David Huggard, Deborah Genfer, Devon Coull, Gabriel Bellotti, Jason Medwin, Jim Ortlieb, Mateo Mpinduzi-Mott (+6 more)

Community 20 - "Double Feature: Briana Lane"

Cohesion: 0.67

Nodes (3): Briana Lane, Dr. Richards, Jess

Knowledge Gaps

• 15 isolated node(s): Jonathan Auguste, Richard Cerqueira, Kyle Glenn, Quinn Allyn Martin, Collin Miller (+10 more)

These have ≤1 connection - possible missing edges or undocumented components.

Suggested Questions

_Questions this graph is uniquely positioned to answer:_

• Why does Season 13: 13 (2026) connect Season 13: 13 to Season 5: Hotel, Season 3: Coven, Season 2: Asylum, Season 6: Roanoke, Season 8: Apocalypse, Season 4: Freak Show, Season 11: NYC, Season 7: Cult, Season 12: Delicate, Season 1: Murder House, Season 9: 1984, Season 10: Double Feature, Double Feature: Cape Fear, Double Feature: Blue Moon, Murder House: Tate Langdon, Double Feature: The Future Perfect, Murder House: Return to Murder House, Murder House: Spooky Little Girl?

_High betweenness centrality (0.222) - this node is a cross-community bridge._

• Why does Season 10: Double Feature (2021) connect Season 10: Double Feature to Season 5: Hotel, Season 6: Roanoke, Season 8: Apocalypse, Season 11: NYC, Season 7: Cult, Season 12: Delicate, Season 13: 13, Season 1: Murder House, Double Feature: Cape Fear, Double Feature: Blue Moon, Murder House: Tate Langdon, Double Feature: The Future Perfect, Murder House: Spooky Little Girl, Double Feature: Blood Buffet, Double Feature: Briana Lane?

_High betweenness centrality (0.161) - this node is a cross-community bridge._

• Why does Season 5: Hotel (2015-2016) connect Season 5: Hotel to Season 3: Coven, Season 2: Asylum, Season 6: Roanoke, Season 8: Apocalypse, Season 4: Freak Show, Season 7: Cult, Season 13: 13, Season 1: Murder House, Season 9: 1984, Season 10: Double Feature, Double Feature: Cape Fear, Murder House: Tate Langdon, Murder House: Spooky Little Girl?

_High betweenness centrality (0.160) - this node is a cross-community bridge._

• Are the 2 inferred relationships involving Season 8: Apocalypse (2018) (e.g. with Adelaide Langdon and Fiona Goode) actually correct?

_Season 8: Apocalypse (2018) has 2 INFERRED edges - model-reasoned connections that need verification._

• Are the 3 inferred relationships involving Season 5: Hotel (2015-2016) (e.g. with Cordelia Goode and Satan) actually correct?

_Season 5: Hotel (2015-2016) has 3 INFERRED edges - model-reasoned connections that need verification._

• What connects Jonathan Auguste, Richard Cerqueira, Kyle Glenn to the rest of the system?

_15 weakly-connected nodes found - possible documentation gaps or missing edges._

• Should Season 5: Hotel be split into smaller, more focused modules?

_Cohesion score 0.053456221198156684 - nodes in this community are weakly interconnected._