Graph Report - . (2026-08-12)

Corpus Check

• 29 files · ~82,779 words
• Verdict: corpus is large enough that graph structure adds value.

Summary

• 52 nodes · 62 edges · 15 communities (9 shown, 6 thin omitted)
• Extraction: 66% EXTRACTED · 32% INFERRED · 2% AMBIGUOUS · INFERRED: 20 edges (avg confidence: 0.83)
• Token cost: 0 input · 0 output

Community Hubs (Navigation)

• Jekyll Config & Plugins
• CV & Homepage Rendering
• Site Layout & Scripts
• Reality-Monitoring Research Figures
• CV Source & MetaSignal Entry
• Portfolio Theme Photos
• Reality Monitoring LLMs Preprint
• MetaSignal Architecture
• PsychScanner Branding
• Psych Scanner CV Entry
• Saurabh Ranjan Identity
• CI Build Script
• Empty Publications Stub

God Nodes (most connected - your core abstractions)

1. index.html — homepage - 15 edges
2. _layouts/default.html — default Jekyll layout - 10 edges
3. assets/sr_cv.md — CV markdown source - 7 edges
4. _config.yml — Jekyll site configuration - 6 edges
5. cv.html — standalone CV page - 4 edges
6. Jekyll (static site generator) - 4 edges
7. tabs.html — tab-switching script - 3 edges
8. projects.html — project-tab-switching script - 3 edges
9. jekyll-seo-tag gem/plugin - 3 edges
10. jekyll-sitemap gem/plugin - 3 edges

Surprising Connections (you probably didn’t know these)

• bibbase.html — BibBase publications embed –references–> index.html — homepage [AMBIGUOUS] _includes/bibbase.html → index.html
• index.html — homepage –references–> assets/sr_cv.pdf — downloadable CV PDF [EXTRACTED] index.html → assets/sr_cv.pdf
• Saurabh Ranjan (Person, JSON-LD schema) –semantically_similar_to–> Saurabh Ranjan (CV subject) [INFERRED] [semantically similar] index.html → assets/sr_cv.md
• Psych Scanner project –semantically_similar_to–> Psych Scanner (CV entry) [INFERRED] [semantically similar] index.html → assets/sr_cv.md
• MetaSignal project –semantically_similar_to–> MetaSignal (CV publication entry) [INFERRED] [semantically similar] index.html → assets/sr_cv.md

Import Cycles

• None detected.

Hyperedges (group relationships)

• Jekyll static-site build & configuration pipeline — gemfile_gemfile, _config_yml, _layouts_default_default, _layouts_compress_compress [INFERRED 0.85]
• CV content rendered in two places (embedded tab + standalone page) from one markdown source, plus PDF download — index_html, cv_html, assets_sr_cv_md, assets_sr_cv_pdf [INFERRED 0.90]
• Third-party script/meta embedding via Jekyll includes in the default layout — _layouts_default_default, _includes_posthog_html, _includes_bibbase_html, _includes_favicon_html [INFERRED 0.75]

Communities (15 total, 6 thin omitted)

Community 0 - “Jekyll Config & Plugins”

Cohesion: 0.25 Nodes (8): _config_dev.yml — local dev config override, _config.yml — Jekyll site configuration, jekyll-seo-tag gem/plugin, jekyll-sitemap gem/plugin, favicon.html — favicon & tile meta tags include, Gemfile — Ruby gem dependencies, github-pages gem, html-proofer gem

Community 1 - “CV & Homepage Rendering”

Cohesion: 0.33 Nodes (7): bibbase.html — BibBase publications embed, assets/sr_cv.pdf — downloadable CV PDF, cv.html — standalone CV page, Education and Cognition project, index.html — homepage, Human Imagination Psychological Networks project, Reality Monitoring in Humans project

Community 2 - “Site Layout & Scripts”

Cohesion: 0.38 Nodes (6): posthog.html — PostHog analytics init snippet, projects.html — project-tab-switching script, tabs.html — tab-switching script, _layouts/compress.html — HTML-compressing layout, _layouts/default.html — default Jekyll layout, Jekyll (static site generator)

Community 3 - “Reality-Monitoring Research Figures”

Cohesion: 0.70 Nodes (5): Imagination network figure: psi-Q semantic networks of imagined sensory/perceptual categories (Appearance, Bodily Sensation, Feeling, Smell, Sound, Taste, Touch) compared across human samples (Florida, London, Florida+London) and LLMs (Gemma3:12b, Gemma3:12b-QAT, Gemma3:27b, Gemma3:27b-QAT, Llama3.3:70b) under LLM-Independent and LLM-Cumulative task conditions, Diagram of three LLM prompting architectures for reality-monitoring experiments: (a) Single-Turn word-pair task with structured JSON output, (b) Trial-Chain sequential prompts for relatedness rating, generation judgment, and judgment confidence, (c) Episodic-Chain multi-trial prompting carrying accumulated context across trials, Scatter/error-bar plots of LLM metacognitive sensitivity (gamma, Fisher’s Z, mean +/- SEM) for internal vs external generation judgments across six models (G3:12b, G3:12b-QAT, G3:27b, G3:27b-QAT, L3.3:70b, L4:16x17b), split by set size (20 vs 40) and feedback condition (no feedback vs feedback), Diagram of the reality-monitoring task paradigm illustrating three phases: (a) external generation (perception, e.g. ‘jump and cliff’), (b) internal generation (imagination, e.g. ‘warm and ___’ -> ‘warm and ice’), (c) reality monitoring (source-identity judgment, e.g. ‘Second word? jump’ -> generation type: external), Raincloud/box plot of human metacognitive ability by memory source (perceived, imagined, new) with paired means and statistical significance markers (perceived vs imagined: significant; imagined vs new: significant; perceived vs new: not significant)

Community 4 - “CV Source & MetaSignal Entry”

Cohesion: 0.50 Nodes (4): assets/sr_cv.md — CV markdown source, MetaSignal (CV publication entry), University of Florida, MetaSignal project

Community 5 - “Portfolio Theme Photos”

Cohesion: 0.67 Nodes (3): Black-and-white portrait photo of a man with glasses and beard against a mural-painted brick wall, likely the site author’s profile photo, Black-and-white photo of a woman playing drums outdoors, used as the placeholder profile photo in a Jekyll portfolio theme demo, Screenshot of the ‘Arsenic’ Jekyll portfolio theme demo page for placeholder persona ‘Jane Doe’, showing bio, study interests, and project links on a violet background

Community 6 - “Reality Monitoring LLMs Preprint”

Cohesion: 0.67 Nodes (3): Reality Monitoring in LLMs preprint (arXiv:2607.23927), Reality Monitoring in LLMs preprint (arXiv:2607.23927), Reality Monitoring in LLMs project

Ambiguous Edges - Review These

• bibbase.html — BibBase publications embed → index.html — homepage [AMBIGUOUS] _includes/bibbase.html · relation: references

Knowledge Gaps

• 15 isolated node(s): travis.sh script, bibbase.html — BibBase publications embed, posthog.html — PostHog analytics init snippet, interactive_pubs_proj.html — empty page stub, _config_dev.yml — local dev config override (+10 more) These have ≤1 connection - possible missing edges or undocumented components.
• 6 thin communities (<3 nodes) omitted from report — run graphify query to explore isolated nodes.

Suggested Questions

Questions this graph is uniquely positioned to answer:

• What is the exact relationship between bibbase.html — BibBase publications embed and index.html — homepage? Edge tagged AMBIGUOUS (relation: references) - confidence is low.
• Why does index.html — homepage connect CV & Homepage Rendering to Jekyll Config & Plugins, Site Layout & Scripts, CV Source & MetaSignal Entry, Reality Monitoring LLMs Preprint, Psych Scanner CV Entry, Saurabh Ranjan Identity? High betweenness centrality (0.260) - this node is a cross-community bridge.
• Why does _layouts/default.html — default Jekyll layout connect Site Layout & Scripts to Jekyll Config & Plugins, CV & Homepage Rendering? High betweenness centrality (0.138) - this node is a cross-community bridge.
• Why does _config.yml — Jekyll site configuration connect Jekyll Config & Plugins to CV & Homepage Rendering, Site Layout & Scripts? High betweenness centrality (0.094) - this node is a cross-community bridge.
• What connects travis.sh script, bibbase.html — BibBase publications embed, posthog.html — PostHog analytics init snippet to the rest of the system? 15 weakly-connected nodes found - possible documentation gaps or missing edges.