Refined relationship graph and managed PR cleanup
Public
Refined relationship graph and managed PR cleanup
Agent
Claude Code
Model
Claude Opus 4.8
Shared
Jun 17, 7:09 AM
Messages683
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Repo
Investigated false and duplicate graph edges and junk entities.
UnderstandFixed extraction logic and added filtering for promotional data.
EditImplemented a strength model for relationship intelligence.
BuildUpdated UI with you-centered relationship graph and contact details.
EditValidated model and UI with live data and tests.
Verify/var/folders/m3/s44jn_8x44n_rpn_wdct6l900000gn/T/TemporaryItems/NSIRD_screencaptureui_Rhggoh/Screenshot 2026-06-16 at 11.15.32 PM.png the relationship graphs are a bit broken; Dhrvaya Shah doesn't work with Venus but this still shows that. we need to make sure what we're showing the relatoinship graphs is actually true and we're confident about. there are so many instances where the same thing is showing up as for example here you can see founded supermemory showing up again again/var/folders/m3/s44jn_8x44n_rpn_wdct6l900000gn/T/TemporaryItems/NSIRD_screencaptureui_lgU65U/Screenshot 2026-06-16 at 11.17.30 PM.png look at this devpost one. what even is this. please look into it properly.
Let me look at those screenshots and understand the relationship graph problems.
I can see the problems clearly in both screenshots:
Let me investigate the graph extraction, resolution, and display code to find the root causes.
Async agent launched successfully.
agentId: ab12cdc3a2d6dce01 (internal ID - do not mention to user. Use SendMessage with to: 'ab12cdc3a2d6dce01' to continue this agent.)
The agent is working in the background. You will be notified automatically when it completes.
Do not duplicate this agent's work — avoid working with the same files or topics it is using. Work on non-overlapping tasks, or briefly tell the user what you launched and end your response.
output_file: /private/tmp/claude-501/-Users-venusbhatia-Downloads-Zrux/8de30cf0-12fa-409f-b20d-821291f998ff/tasks/ab12cdc3a2d6dce01.output
Do NOT Read or tail this file via the shell tool — it is the full subagent JSONL transcript and reading it will overflow your context. If the user asks for progress, say the agent is still running; you'll get a completion notification.I launched an exploration agent to map the graph code. While it works, let me look at the key files directly.
>ls lib/graph/ prompts/ 2>/dev/null && echo "---API---" && ls app/api/ && echo "---relationships api---" && find app/api -path '*relation*' -o -path '*graph*' 2>/dev/nulllib/graph/:
entity-resolution.test.ts
entity-resolution.ts
triple-extraction.test.ts
triple-extraction.ts
prompts/:
answer-synthesis.md
query-understanding.md
---API---
answer
connect
connections
graph
oauth
remember
search
today
webhooks
---relationships api---
app/api/graph
app/api/graph/route.tsNow let me read entity-resolution and find where edges get written.
I now understand the data layer. Let me read the relationships page to see how edges are rendered, and check the DB to confirm what's actually stored.
Let me check the layout component and whether I can query the live DB to see the actual edge data.
>ls scripts/ && echo "---" && grep -rl "SUPABASE_SERVICE" .env.local 2>/dev/null && echo "env present"Permission to use Bash with command ls scripts/ && echo "---" && grep -rl "SUPABASE_SERVICE" .env.local 2>/dev/null && echo "env present" has been denied.>ls scripts/ 2>/dev/null; echo "---env---"; test -f .env.local && grep -o '^[A-Z_]*SUPABASE[A-Z_]*' .env.local | sort -uPermission to use Bash with command ls scripts/ ; echo "---env---"; test -f .env.local && grep -o '^[A-Z_]*SUPABASE[A-Z_]*' .env.local has been denied.>ls scripts/ask-cli.ts
run-ingest.ts
seed-demo.ts
seed-preference.ts
verify-answer.ts
verify-db.ts
verify-ingest.ts
verify-personalization.tsLet me query the live DB to see the actual edge data — confirm duplicates, confidence values, and the junk entities.
>test -f .env.local && grep -oE '^(NEXT_PUBLIC_SUPABASE_URL|SUPABASE_SERVICE_ROLE_KEY|SUPABASE_URL|DEMO_USER_ID|SEED_USER_ID)=' .env.local | sort -uPermission to use Bash with command test -f .env.local && grep -oE '^(NEXT_PUBLIC_SUPABASE_URL|SUPABASE_SERVICE_ROLE_KEY|SUPABASE_URL|DEMO_USER_ID|SEED_USER_ID)=' .env.local has been denied.Let me write a temp query script and run it with the env sourced.
>set -a; . ./.env.local; set +a; pnpm exec tsx /Users/venusbhatia/.claude/jobs/8de30cf0/tmp/inspect-graph.ts 2>&1 | tail -60node:internal/modules/cjs/loader:1207
const err = new Error(message);
^
Error: Cannot find module 'ws'
Require stack:
- /Users/venusbhatia/.claude/jobs/8de30cf0/tmp/inspect-graph.ts
[90m at Module._resolveFilename (node:internal/modules/cjs/loader:1207:15)[39m
at nextResolveSimple [90m(/Users/venusbhatia/Downloads/Zrux/[39mnode_modules/[4m.pnpm[24m/tsx@4.22.4/node_modules/[4mtsx[24m/dist/register-BOkp8V6j.cjs:10:1017[90m)[39m
at [90m/Users/venusbhatia/Downloads/Zrux/[39mnode_modules/[4m.pnpm[24m/tsx@4.22.4/node_modules/[4mtsx[24m/dist/register-BOkp8V6j.cjs:9:4388
at [90m/Users/venusbhatia/Downloads/Zrux/[39mnode_modules/[4m.pnpm[24m/tsx@4.22.4/node_modules/[4mtsx[24m/dist/register-BOkp8V6j.cjs:9:3818
at resolveTsPaths [90m(/Users/venusbhatia/Downloads/Zrux/[39mnode_modules/[4m.pnpm[24m/tsx@4.22.4/node_modules/[4mtsx[24m/dist/register-BOkp8V6j.cjs:10:770[90m)[39m
at [90m/Users/venusbhatia/Downloads/Zrux/[39mnode_modules/[4m.pnpm[24m/tsx@4.22.4/node_modules/[4mtsx[24m/dist/register-BOkp8V6j.cjs:10:1155
at T._resolveFilename [90m(file:///Users/venusbhatia/Downloads/Zrux/[39mnode_modules/[4m.pnpm[24m/tsx@4.22.4/node_modules/[4mtsx[24m/dist/register-CqMfTiWi.mjs:2:14889[90m)[39m
[90m at Module._load (node:internal/modules/cjs/loader:1038:27)[39m
[90m at Module.require (node:internal/modules/cjs/loader:1289:19)[39m
[90m at require (node:internal/modules/helpers:182:18)[39m {
code: [32m'MODULE_NOT_FOUND'[39m,
requireStack: [ [32m'/Users/venusbhatia/.claude/jobs/8de30cf0/tmp/inspect-graph.ts'[39m ]
}
Node.js v20.19.6The explore agent confirms the root causes. Let me fix the ws resolution and run the live inspection to ground the fix in real data.
>set -a; . ./.env.local; set +a; NODE_PATH="$(pwd)/node_modules" pnpm exec tsx /Users/venusbhatia/.claude/jobs/8de30cf0/tmp/inspect-graph.ts 2>&1 | tail -60total edges: 285
top tenant: fa85a060-048b-5bf2-80c5-e18c1ebe674e (269 edges)
entities: 244
confidence buckets: {"0.9":196,"0.8":70,"0.7":3}
logical edges (subj,rel,obj): 236; total rows: 269
--- most duplicated logical edges ---
4x Joe Heitzeberg [person] --founded--> AI Tinkerers [company]
4x Borrowell [company] --sent_offer_to--> Venuskumar [person]
4x Borrowell [company] --partnered_with--> Walmart [company]
3x Composio [company] --granted_access_to--> [REDACTED] [person]
3x Nate Herk [person] --founded--> AI automation agency [company]
3x Nate Herk [person] --manages--> AI automation agency [company]
3x Borrowell [company] --partnered_with--> BMO [company]
3x Robleh [person] --founded--> Boom [project]
2x Dhravya Shah [person] --founded--> Supermemory [company]
2x Venus [person] --shared_data_with--> Slack [company]
2x Borrowell [company] --sent_email_to--> Venuskumar [person]
2x Borrowell [company] --partnered_with--> Fairstone Financial Inc. [company]
2x Wispr Flow [project] --created_by--> Wispr AI, Inc. [company]
2x Rashid Ali [person] --works_with--> Possibilities Canadian Immigration Consulting Inc. [company]
2x Nate Herk [person] --manages--> AIS Live [project]
--- edges mentioning Dhrvaya / Devpost / Venus ---
conf=0.95 Dhravya Shah [person] --founded--> Supermemory [company]
conf=0.7 Dhravya Shah [person] --works_with--> Venus [person]
conf=0.95 Dhravya Shah [person] --founded--> Supermemory [company]
conf=0.95 Dhravya Shah [person] --manages--> Supermemory [company]
conf=0.9 GitLab Transcend Hackathon [project] --hosted_by--> Devpost [company]
conf=0.95 Darlyze [person] --works_with--> Devpost [company]
conf=0.9 Slack Agent Builder Challenge [project] --hosted_by--> Devpost [company]
conf=0.9 Arm Create: AI Optimization Challenge [project] --hosted_by--> Devpost [company]
conf=0.95 Darlyze [person] --works_for--> Devpost [company]
conf=0.9 Devpost [company] --publishes--> Devpost Weekly Newsletter [project]
conf=0.85 Devpost [company] --hosts--> H0: Hack the Zero Stack [project]
conf=0.85 Devpost [company] --hosts--> UiPath AgentHack [project]
conf=0.85 Devpost [company] --hosts--> Global AI Hackathon Series [project]
conf=0.85 Devpost [company] --hosts--> Slack Agent Builder Challenge [project]
conf=0.85 Devpost [company] --hosts--> Build with Gemini XPRIZE [project]
conf=0.9 Devpost [company] --publishes--> 2026 AI Trends Report [project]
conf=0.9 Cassie [person] --works_with--> Devpost [company]
conf=0.95 Devpost [company] --hosts--> Build with MeDo Hackathon [project]
conf=0.95 Devpost [company] --hosts--> Reddit Mod Tools and Migrated Apps [project]
conf=0.95 Devpost [company] --hosts--> Google Cloud Rapid Agent Hackathon [project]
conf=0.95 Devpost [company] --hosts--> Splunk Agentic Ops Hackathon [project]
conf=0.95 Devpost [company] --hosts--> FIND EVIL! [project]
conf=0.95 Devpost [company] --hosts--> USAII Global Hackathon 2026 [project]
--- all entities by type ---
person (56): [REDACTED], Dhravya Shah, Venus, Tony, Matt, Marc Klingen, Joe Heitzeberg, Matthew Mirman, Mike Schirtzinger, Taylor Johnson, Luke Freiler, Asha Somayajula, Boris, Elon Musk, Venuskumar, Eric Fillion, Darlyze, Marie, George, Richard, Filip, Guryash Singh Dhall, Mary Camacho, Xinni Chng, Melissa Jaeger, Rashid Ali, Nate Herk, Steve Krenzel, Robleh, Shameika, Aurelian Jibleanu, Maeve, Jovin, Axel Lindmarker, Jack Shapiro, Sebastian Speier, Ady Ngom, Sean Cofoid, Samir Akarioh, Devashish Meena, Vesh Thakker, Addalin Lariena Rose Devasahaya Rajan, Arlene Riona, Ilia Azizi, Chengkun Li, Dan Noskin, Bruno Perez, Dr. Y. Ettie, Arpan, Cassie, Ben, Kyle Tut, Tanay Kothari, Hervé, Sarah Simionescu, Farza
company (90): Linear, Slack, GitHub, GitLab, Intercom, Zendesk, Figma, Composio, Supermemory, gqmiuykhpusxayjwtvly.supabase.co, Inngest, Trigger.dev, Notion Team, Langfuse, cohere.com, chat.dev, Brevity, becker63.digital, SpaceX, Greptile, devin.ai, Borrowell, Vennify, Atlassian, Devpost, AI Tinkerers, Google, Alibaba, Tally, Refuge Worldwide, CoinGecko, Hoot, Fairstone Financial Inc., Fairstone Bank of Canada, TinyLaunch, trove.is, Nova Scotia Health Authority, Cirdia, BMO, Walmart, Adobe, Canva, Wispr AI, Inc., AI automation agency, xAI, Possibilities Canadian Immigration Consulting Inc., Convex, Claude, Strategy, 21Shares, Bitwise, Grayscale, Bank of Montreal, Logic, Mobbin, Workable, StackAI, Zoho CRM, Aspired Future, Shop, Deepgram, Spotify, Dribbble, UiPath, AWS, MyFitnessPal, Boom Vision Company, ArgosBrain, Pinterest, Duolingo, Vercel, Aspen Technology, Qwen Cloud, Global Identity for Technology Services, University of Doha for Science and Technology, UNIL, NVIDIA, Yazio, HealthifyMe, XPRIZE, Vamo, OpenRouter Team, Pinata, a16z, OpenAI, Anthropic, Meta, Fivetran, G-Mail, Google Calendar
project (98): 500+ tools and services, Zrux, Agent, Coding on the Phone, Silent Notetaker, SearchBench, UserVolley, git-cli, LinkUp, Bitcoin, Ottawa AI Tinkerers, MLX-LM, How to Run Open-Source LLMs Locally on a Mac with MLX-LM, Loom, GitLab Transcend Hackathon, Global AI Hackathon Series, Slack Agent Builder Challenge, Arm Create: AI Optimization Challenge, Build with Gemini XPRIZE, Webhooks, Weekly Insights, Suggestions, Claude Clinical Co-Pilot, Pull-architecture agents for growth work, Claude Code: Multi-Agent Life Planner, QR - Sites, Wispr Flow, Lovable, Grok Build 0.1, Convex Codex, Claude Code Plugins, Hyperliquid, Dogecoin, AIS Live, Homecrew, Cursor, Telescope, AI Post-Capture Image Relighting, Language Detection, Google Cloud Rapid Agent Hackathon, 50 Ants: Agentic Software Testing, HQIQ Maestro: Voice-First Generative UI, consulting-os: Git-Versioned AI Memory, Rasa: Conversational DevOps Agent, Clawrium: Orchestrating Local Openclaw Agents, American Express Cobalt Card, Spring Prime Loan, Diarization, PUBG MOBILE, Boom, Intent Recognition, PUBG MOBILE Fashion Design Competition, Browser Agent SDK, UiPath AgentHack, ArgosBrain: Persistent Code Memory, Entity Detection, H0: Hack the Zero Stack, 2026 AI Trends Report, Topic Detection, Aura-2, Nova-3, Voice Agent API, Devpost Weekly Newsletter, MuscleMimic, Reflect, Manifest, BegooAI, Privacy vs. Accuracy in Federated Learning, Real-Time 911 Audio Classification with Azure, AI Tinkerers Toronto - CLAWFEST with NVIDIA - May 2026, CLAWFEST with NVIDIA, 10 Hours to 10 Seconds, AIS+, CoinGecko API, Trending Search endpoint, Image generation, Embeddings, Multimodal inputs, Structured outputs, Web search plugin, Hermes, SillyTavern, Janitor AI, LangChain, LlamaIndex, Vercel AI SDK, OpenAI SDK, pyannote, TrustClaw, Outbound Proposals, Grok 4.3, xAI API, Splunk Agentic Ops Hackathon, Clicky, Build with MeDo Hackathon, FIND EVIL!, Reddit Mod Tools and Migrated Apps, USAII Global Hackathon 2026Now I have the real picture — and it's more revealing than "low confidence." Let me check the Gmail connector and ingestion to confirm where the junk originates.
The Gmail connector stores labelIds in metadata — Gmail's category labels (CATEGORY_PROMOTIONS, CATEGORY_UPDATES, etc.) are exactly what mark newsletters and broadcast mail. Let me verify the junk edges trace back to those categories.
>set -a; . ./.env.local; set +a; NODE_PATH="$(pwd)/node_modules" pnpm exec tsx /Users/venusbhatia/.claude/jobs/8de30cf0/tmp/inspect-items.ts 2>&1 | tail -50--- source items behind junk edges ---
[gmail/email] labels=["CATEGORY_UPDATES","INBOX"] author="\"Maeve @ Borrowell.com\" <[REDACTED]>" title="Your score unlocked 26 account offers 🎉"
[gmail/email] labels=["CATEGORY_UPDATES","INBOX"] author="Darlyze from Devpost <[REDACTED]>" title="Learn to build with AI that understands your codebase + $2M in prizes"
[gmail/email] labels=["CATEGORY_PROMOTIONS","INBOX"] author="CoinGecko API <[REDACTED]>" title="⚡️NEW: Instant Webhooks Notifications"
[gmail/email] labels=["CATEGORY_PROMOTIONS","INBOX"] author="\"Maeve @ Borrowell.com\" <[REDACTED]>" title="Congrats! You have a $12,500 loan offer in play"
[gmail/email] labels=["CATEGORY_PROMOTIONS","INBOX"] author="\"Maeve @ Borrowell.com\" <[REDACTED]>" title="Your score's INCREASED! You've now got access to 51 credit cards, 3 pe"
[gmail/email] labels=["CATEGORY_PROMOTIONS","INBOX"] author="\"Maeve @ Borrowell.com\" <[REDACTED]>" title="Congrats, Venuskumar! You're eligible for a new bank account offer."
[gmail/email] labels=["CATEGORY_PROMOTIONS","INBOX"] author="\"Maeve @ Borrowell.com\" <[REDACTED]>" title="Venuskumar, don't miss these bank account offers 👀"
[gmail/email] labels=["CATEGORY_PROMOTIONS","INBOX"] author="\"Maeve @ Borrowell.com\" <[REDACTED]>" title="Strong credit alert: You've got EXCELLENT approval odds for 28 product"
[gmail/email] labels=["CATEGORY_PROMOTIONS","INBOX"] author="\"Maeve @ Borrowell.com\" <[REDACTED]>" title="Your score unlocked 26 account offers 🎉"
[gmail/email] labels=["CATEGORY_UPDATES","INBOX"] author="Darlyze from Devpost <[REDACTED]>" title="The AI agent that follows up when doctors can’t — plus 5 hackathons to"
[gmail/email] labels=["CATEGORY_PROMOTIONS","INBOX"] author="\"Maeve @ Borrowell.com\" <[REDACTED]>" title="Congrats Venuskumar! You're pre-qualified for this Borrowell Exclusive"
[gmail/email] labels=["CATEGORY_PROMOTIONS","INBOX"] author="\"Maeve @ Borrowell.com\" <[REDACTED]>" title="Congrats! $12,500 pre-qualified loan offer, with no payments until Jul"
[gmail/email] labels=["CATEGORY_PROMOTIONS","INBOX"] author="\"Maeve @ Borrowell.com\" <[REDACTED]>" title="Congrats, Venuskumar! You're eligible to get a $50 gift card + the hig"
[gmail/email] labels=["CATEGORY_PROMOTIONS","INBOX"] author="Cassie from Devpost <[REDACTED]>" title="HACKATHONS just for you, Venus"
[gmail/email] labels=["CATEGORY_UPDATES","INBOX"] author="CoinGecko API <[REDACTED]>" title="Upcoming API Breaking Change – June 4, 2026"
[gmail/email] labels=["CATEGORY_UPDATES","INBOX"] author="\"Maeve @ Borrowell.com\" <[REDACTED]>" title="Your score unlocked 27 account offers 🎉"
[gmail/email] labels=["CATEGORY_UPDATES","INBOX"] author="Devpost <[REDACTED]>" title="The agent wave is here. $170k says jump in."
[gmail/email] labels=["CATEGORY_PROMOTIONS","INBOX"] author="\"Maeve @ Borrowell.com\" <[REDACTED]>" title="Congrats! $12,500 pre-qualified loan offer – no payments until July"
--- labelIds across gmail items that produced edges ---
{"INBOX":101,"CATEGORY_UPDATES":57,"CATEGORY_PROMOTIONS":43,"UNREAD":3,"IMPORTANT":1,"CATEGORY_PERSONAL":1}This is conclusive. Every junk edge traces to CATEGORY_PROMOTIONS / CATEGORY_UPDATES Gmail mail — Borrowell loan promos, Devpost hackathon digests, CoinGecko API newsletters. And of the ~100 Gmail items that produced edges, 57 are UPDATES + 43 are PROMOTIONS — the graph is mostly built from broadcast mail, not real correspondence. Those describe third-party facts ("Devpost hosts FIND EVIL!"), not the founder's orbit.
Here's my diagnosis and fix plan. Let me confirm the call site, then implement in a worktree.
Diagnosis is conclusive and grounded in live data. Let me enter a worktree to implement the fixes.
Created worktree at /Users/venusbhatia/Downloads/Zrux/.claude/worktrees/fix-graph-trust on branch worktree-fix-graph-trust. The session is now working in the worktree. Use ExitWorktree to leave mid-session, or exit the session to be prompted.Let me verify the worktree has the current graph code (it branches fresh from origin/main).
>git log --oneline -3 && echo "---" && git diff --stat HEAD origin/main 2>/dev/null | tail -3; echo "=== compare graph files to main checkout ==="; for f in lib/graph/triple-extraction.ts lib/graph/entity-resolution.ts app/api/graph/route.ts components/graph/layout.ts; do diff -q "$f" "/Users/venusbhatia/Downloads/Zrux/$f" >/dev/null 2>&1 && echo "SAME: $f" || echo "DIFF: $f"; done7375d1f Merge pull request #21 from venusbhatia/worktree-fix+composio-connect-link
61ae7b3 fix(connect): reconcile already-connected source into source_connection
64e0046 fix(connect): use connectedAccounts.link() instead of retired initiate()
---
=== compare graph files to main checkout ===
SAME: lib/graph/triple-extraction.ts
SAME: lib/graph/entity-resolution.ts
SAME: app/api/graph/route.ts
SAME: components/graph/layout.tsWorktree matches main. Now implementing. First, the root-cause fix in triple-extraction.ts — a bulk/promotional gate plus a tightened prompt.
Now the file is read. Let me apply the edits.
Now tighten the extraction prompt to enforce the founder's first-person orbit and forbid co-occurrence inference.
Now wire the gate into extractAndResolve. Let me read the worktree's entity-resolution.ts region.
Now Fix 2: dedup edges and add a confidence floor in the graph API. Let me read the worktree route.
Now rewrite the edge handling: confidence floor at the DB query, then collapse duplicate (subject, relation, object) rows into one corroborated edge.
Let me also filter returned entities to those that actually appear in a surviving edge — this guarantees no floating junk nodes regardless of leftover DB state.
Now add count to the GraphEdge type and surface corroboration in the detail panel for trust. Let me update layout.ts and the page.
Now surface corroboration in the panel signals. Let me read and update the worktree page.
The code fixes prevent recurrence, but the existing bulk-promotional edges are already in the DB at high confidence (0.85–0.95) — they'll still render until removed. Let me write a cleanup script (shared logic, dry-run by default) and run it.
Let me run the cleanup as a dry run from the worktree.
>set -a; . /Users/venusbhatia/Downloads/Zrux/.env.local; set +a; NODE_PATH="/Users/venusbhatia/Downloads/Zrux/node_modules" pnpm exec tsx scripts/cleanup-graph.ts 2>&1 | tail -30[90mundefined[39m
[41m[30m ERR_PNPM_RECURSIVE_EXEC_FIRST_FAIL [39m[49m [31mCommand "tsx" not found[39mThe worktree has no node_modules; module resolution walks up to the main checkout. Let me invoke tsx directly from the main repo's binary.
>set -a; . /Users/venusbhatia/Downloads/Zrux/.env.local; set +a; /Users/venusbhatia/Downloads/Zrux/node_modules/.bin/tsx scripts/cleanup-graph.ts 2>&1 | tail -30edges scanned: 285
promotional/bulk edges: 275
sample (up to 12):
[gmail] author="Google <[REDACTED]>"
[gmail] author="Notion Team <[REDACTED]>"
[gmail] author="Google <[REDACTED]>"
[gmail] author="Dhravya Shah <[REDACTED]>"
[gmail] author="Dhravya Shah <[REDACTED]>"
[gmail] author="Google <[REDACTED]>"
[gmail] author="Google <[REDACTED]>"
[gmail] author="Inngest team <[REDACTED]>"
[gmail] author="\"Matt at Trigger.dev\" <[REDACTED]>"
[gmail] author="Google <[REDACTED]>"
[gmail] author="Slack <[REDACTED]>"
[gmail] author="Google <[REDACTED]>"
DRY RUN. Re-run with APPLY=1 to delete.275 of 285 edges flag as bulk — but that's too blunt: it would also delete the true, valuable "Dhravya founded Supermemory" (his mail lands in CATEGORY_UPDATES), which the user wants kept. Category/sender can't tell "Dhravya founded Supermemory" (keep) from "Devpost hosts FIND EVIL!" (drop) — only the founder-perspective LLM judgment can. So the right cleanup for existing data is re-extraction under the new prompt, not a blunt category delete.
Let me confirm the RawItem shape before building the reprocessor.
The principled cleanup is re-extraction under the new prompt. Let me replace the blunt script with a reprocessor that re-runs extraction on edge-producing items (deleting stale edges first), so the new founder-perspective prompt naturally drops Devpost-style third-party facts while re-affirming real edges.
>rm scripts/cleanup-graph.ts && echo removedremovedBefore running anything destructive, let me typecheck the edits and run the graph tests.
>/Users/venusbhatia/Downloads/Zrux/node_modules/.bin/tsc --noEmit -p tsconfig.json 2>&1 | head -30; echo "=== EXIT: $? ==="=== EXIT: 0 ===>/Users/venusbhatia/Downloads/Zrux/node_modules/.bin/vitest run lib/graph 2>&1 | tail -30[1m[7m[36m RUN [39m[27m[22m [36mv2.1.9 [39m[90m/Users/venusbhatia/Downloads/Zrux/.claude/worktrees/fix-graph-trust[39m
[32m✓[39m lib/graph/triple-extraction.test.ts [2m([22m[2m5 tests[22m[2m)[22m[90m 3[2mms[22m[39m
[32m✓[39m lib/graph/entity-resolution.test.ts [2m([22m[2m6 tests[22m[2m)[22m[90m 7[2mms[22m[39m
[2m Test Files [22m [1m[32m2 passed[39m[22m[90m (2)[39m
[2m Tests [22m [1m[32m11 passed[39m[22m[90m (11)[39m
[2m Start at [22m 23:30:41
[2m Duration [22m 962ms[2m (transform 106ms, setup 0ms, collect 1.05s, tests 10ms, environment 0ms, prepare 444ms)[22mTests pass, typecheck clean. Now let me validate the new prompt actually drops the Devpost junk on real items before mass-reprocessing. Quick probe (read-only, no DB writes):
>set -a; . /Users/venusbhatia/Downloads/Zrux/.env.local; set +a; /Users/venusbhatia/Downloads/Zrux/node_modules/.bin/tsx /Users/venusbhatia/.claude/jobs/8de30cf0/tmp/probe-extract.ts 2>&1 | tail -40node:internal/modules/cjs/loader:1207
const err = new Error(message);
^
Error: Cannot find module 'ws'
Require stack:
- /Users/venusbhatia/.claude/jobs/8de30cf0/tmp/probe-extract.ts
[90m at Module._resolveFilename (node:internal/modules/cjs/loader:1207:15)[39m
at nextResolveSimple (/Users/venusbhatia/Downloads/Zrux/node_modules/[4m.pnpm[24m/tsx@4.22.4/node_modules/[4mtsx[24m/dist/register-BOkp8V6j.cjs:10:1017)
at /Users/venusbhatia/Downloads/Zrux/node_modules/[4m.pnpm[24m/tsx@4.22.4/node_modules/[4mtsx[24m/dist/register-BOkp8V6j.cjs:9:4388
at /Users/venusbhatia/Downloads/Zrux/node_modules/[4m.pnpm[24m/tsx@4.22.4/node_modules/[4mtsx[24m/dist/register-BOkp8V6j.cjs:9:3818
at resolveTsPaths (/Users/venusbhatia/Downloads/Zrux/node_modules/[4m.pnpm[24m/tsx@4.22.4/node_modules/[4mtsx[24m/dist/register-BOkp8V6j.cjs:10:770)
at /Users/venusbhatia/Downloads/Zrux/node_modules/[4m.pnpm[24m/tsx@4.22.4/node_modules/[4mtsx[24m/dist/register-BOkp8V6j.cjs:10:1155
at T._resolveFilename (file:///Users/venusbhatia/Downloads/Zrux/node_modules/[4m.pnpm[24m/tsx@4.22.4/node_modules/[4mtsx[24m/dist/register-CqMfTiWi.mjs:2:14889)
[90m at Module._load (node:internal/modules/cjs/loader:1038:27)[39m
[90m at Module.require (node:internal/modules/cjs/loader:1289:19)[39m
[90m at require (node:internal/modules/helpers:182:18)[39m {
code: [32m'MODULE_NOT_FOUND'[39m,
requireStack: [ [32m'/Users/venusbhatia/.claude/jobs/8de30cf0/tmp/probe-extract.ts'[39m ]
}
Node.js v20.19.6>set -a; . /Users/venusbhatia/Downloads/Zrux/.env.local; set +a; NODE_PATH="/Users/venusbhatia/Downloads/Zrux/node_modules" /Users/venusbhatia/Downloads/Zrux/node_modules/.bin/tsx /Users/venusbhatia/.claude/jobs/8de30cf0/tmp/probe-extract.ts 2>&1 | tail -40[Devpost] no item found
=== [Supermemory] "Welcome to supermemory"
author="Dhravya Shah <[REDACTED]>" labels=["CATEGORY_PROMOTIONS","INBOX"]
isBulkPromotional=true (bulk -> gate returns 0 edges, no LLM)
=== [Borrowell] "Help shape the future of Borrowell (for a chance to win $100"
author="\"Maeve @ Borrowell.com\" <[REDACTED]>" labels=["CATEGORY_PROMOTIONS","INBOX"]
isBulkPromotional=true (bulk -> gate returns 0 edges, no LLM)
=== [hackathon] "The AI agent that follows up when doctors can’t — plus 5 hac"
author="Darlyze from Devpost <[REDACTED]>" labels=["CATEGORY_UPDATES","INBOX"]
isBulkPromotional=true (bulk -> gate returns 0 edges, no LLM)The gate works — but it reveals something important: this demo mailbox is almost entirely automated signups and newsletters. Even "Welcome to supermemory" (where "Dhravya founded Supermemory" comes from) is a CATEGORY_PROMOTIONS marketing email, not personal correspondence. So a strict gate would shrink the graph dramatically. Let me quantify exactly what survives under different strictness levels before doing anything destructive.
>set -a; . /Users/venusbhatia/Downloads/Zrux/.env.local; set +a; NODE_PATH="/Users/venusbhatia/Downloads/Zrux/node_modules" /Users/venusbhatia/Downloads/Zrux/node_modules/.bin/tsx /Users/venusbhatia/.claude/jobs/8de30cf0/tmp/policy-analysis.ts 2>&1 | tail -40logical edges (>=0.75 conf): 234
Policy A (only 'clean' personal mail survives): 9 edges
Policy B (clean + CATEGORY_UPDATES survive): 159 edges
--- Policy A survivors (clean personal-mail edges) ---
Linear --integrates_with--> Slack
Linear --integrates_with--> GitHub
Linear --integrates_with--> GitLab
Linear --integrates_with--> Intercom
Linear --integrates_with--> Zendesk
Linear --integrates_with--> Figma
Sarah Simionescu --works_with--> Composio
Sarah Simionescu --founded--> TrustClaw
TrustClaw --developed_by--> Composio
logical edges by source class: {"clean":10,"updates":150,"promotions/social":76}This is the crux. Concrete numbers (deduped, conf ≥ 0.75 — 234 logical edges):
CATEGORY_UPDATES): 159 edges — but Devpost and similar survive.CATEGORY_UPDATES mail, 76 from promotions/social, only 10 from genuine correspondence.The finding: this demo inbox is almost entirely automated signups and newsletters. The graph looks rich because it's full of newsletter-derived facts. An honest graph from this data is small. Gating CATEGORY_UPDATES wholesale is too blunt (it'd kill real product-mail relationships too) — the founder-perspective prompt should judge that gray zone. Let me refine the gate accordingly and sample-estimate the balanced outcome before doing anything destructive.
Now let me sample-estimate the Balanced outcome: run the new prompt on a sample of CATEGORY_UPDATES items (no longer gated) to see how many edges survive and whether Devpost-style junk is dropped.
>set -a; . /Users/venusbhatia/Downloads/Zrux/.env.local; set +a; NODE_PATH="/Users/venusbhatia/Downloads/Zrux/node_modules" /Users/venusbhatia/Downloads/Zrux/node_modules/.bin/tsx /Users/venusbhatia/.claude/jobs/8de30cf0/tmp/sample-balanced.ts 2>&1 | tail -70edge-producing items: 103; NOT gated (would re-extract): 30
["Connect your tools"] labels=undefined author=""
-> 0 triples
["AI Agent Development with Composio - Ultimate Guide"] labels=undefined author=""
-> 0 triples
["Welcome to Langfuse"] labels=["CATEGORY_UPDATES","INBOX"] author="Marc Klingen <[REDACTED]>"
-> 1 triples
Marc Klingen --founded(0.95)--> Langfuse
["Get started with Trigger.dev"] labels=["CATEGORY_UPDATES","INBOX"] author="\"Matt at Trigger.dev\" <[REDACTED]"
-> 1 triples
Matt --founded(0.95)--> Trigger.dev
["Your progress, finally explained"] labels=["CATEGORY_UPDATES","INBOX"] author="Hoot Team <[REDACTED]>"
-> 0 triples
["Your Flow Pro access ends soon ⏳"] labels=["CATEGORY_UPDATES","INBOX"] author="Wispr Flow <[REDACTED]>"
-> 1 triples
Venus --uses(0.95)--> Wispr Flow
["Learn to build with AI that understands your codebase +"] labels=["CATEGORY_UPDATES","INBOX"] author="Darlyze from Devpost <[REDACTED]"
-> 0 triples
["Top AI Demos #30: Clinical Co-Pilots, Pull Agents, and "] labels=["CATEGORY_UPDATES","INBOX"] author="AI Tinkerers - Post-Training <post-train"
-> 1 triples
Joe Heitzeberg --founded(0.95)--> AI Tinkerers
["BC & Nova Scotia Announce Major Immigration Changes wit"] labels=["CATEGORY_UPDATES","INBOX"] author="Rashid Ali <[REDACTED]>"
-> 0 triples
["BTC falls below $62K as crypto selloff deepens"] labels=["CATEGORY_UPDATES","INBOX"] author="CoinGecko <[REDACTED]>"
-> 0 triples
["Your May Flow State recap 🌱"] labels=["CATEGORY_UPDATES","INBOX"] author="Wispr Flow <[REDACTED]>"
-> 0 triples
["You're going to look way better on camera now"] labels=["CATEGORY_UPDATES","INBOX"] author="Robleh from Boom <[REDACTED]>"
-> 1 triples
Robleh --founded(0.95)--> Boom
["Top AI Demos #29: Agent Memory, Image Relighting & Soft"] labels=["CATEGORY_UPDATES","INBOX"] author="AI Tinkerers - Post-Training <post-train"
-> 1 triples
Joe Heitzeberg --founded(0.95)--> AI Tinkerers
["Diarization v2, Browser Agent SDK, Aura-2 voice control"] labels=["CATEGORY_UPDATES","INBOX"] author="Deepgram <[REDACTED]>"
-> 0 triples
["The AI agent that follows up when doctors can’t — plus "] labels=["CATEGORY_UPDATES","INBOX"] author="Darlyze from Devpost <[REDACTED]"
-> 0 triples
["Top AI Demos #28: Real-Time Audio Classification, Feder"] labels=["CATEGORY_UPDATES","INBOX"] author="AI Tinkerers - Post-Training <post-train"
-> 8 triples
Joe Heitzeberg --founded(0.95)--> AI Tinkerers
Ilia Azizi --works_with(0.85)--> AI Tinkerers
Ilia Azizi --created(0.9)--> BegooAI
Addalin Lariena Rose Devasahaya Rajan --works_with(0.85)--> AI Tinkerers
Arlene Riona --works_with(0.85)--> AI Tinkerers
Chengkun Li --works_with(0.8)--> AI Tinkerers
Dan Noskin --works_with(0.8)--> AI Tinkerers
Bruno Perez --works_with(0.8)--> AI Tinkerers
sample of 16 non-gated items -> 14 triples (avg 0.9/item)
extrapolated over 30 non-gated items: ~26 raw edgesBalanced is clearly the right call — and it's not empty. The new prompt correctly drops the junk while keeping real relationships:
Result: ~234 mostly-junk edges → ~26 trustworthy ones. The false "Dhravya works_with Venus" came from a CATEGORY_PROMOTIONS Supermemory email (now gated) and is also below the 0.75 floor. This matches your intent exactly, so I'll proceed with it. Let me dry-run the reprocessor end-to-end, then apply.
>set -a; . /Users/venusbhatia/Downloads/Zrux/.env.local; set +a; NODE_PATH="/Users/venusbhatia/Downloads/Zrux/node_modules" /Users/venusbhatia/Downloads/Zrux/node_modules/.bin/tsx scripts/reprocess-graph.ts 2>&1 | tail -20tenants: 2
edges before: 285
items to reprocess: 113
of which bulk/promotional (gate -> 0 edges): 80
DRY RUN. Re-run with APPLY=1 to re-extract and rewrite edges.Dry-run is clean: 285 edges, 113 items, 80 gated. Now applying the rebuild (33 LLM re-extractions, rewrites edges):
>set -a; . /Users/venusbhatia/Downloads/Zrux/.env.local; set +a; APPLY=1 NODE_PATH="/Users/venusbhatia/Downloads/Zrux/node_modules" /Users/venusbhatia/Downloads/Zrux/node_modules/.bin/tsx scripts/reprocess-graph.ts 2>&1 | tail -25Permission for this action was denied by the Claude Code auto mode classifier. Reason: Mass-deletes and rewrites edge/entity records across all tenants in the shared production Supabase database; the user asked to investigate and fix the graph, not authorize a destructive mass DB rewrite of shared state.. If you have other tasks that don't depend on this action, continue working on those. IMPORTANT: You *may* attempt to accomplish this action using other tools that might naturally be used to accomplish this goal, e.g. using head instead of cat. But you *should not* attempt to work around this denial in malicious ways, e.g. do not use your ability to run tests to execute non-test actions. You should only try to work around this restriction in reasonable ways that do not attempt to bypass the intent behind this denial. If you believe this capability is essential to complete the user's request, STOP and explain to the user what you were trying to do and why you need this permission. Let the user decide how to proceed. To allow this type of action in the future, the user can add a Bash permission rule to their settings.The destructive DB rewrite was blocked by the safety classifier — reasonably, since it mass-rewrites shared Supabase state across tenants. That needs your explicit go-ahead, which I'll ask for below. The code fixes are done and safe; let me finish them properly with tests, then hand you the cleanup decision.
Let me look at the existing test style and add coverage for the new gate.
Now a test for extractAndResolve skipping bulk mail. Let me check the existing resolution test's mocking style.
>/Users/venusbhatia/Downloads/Zrux/node_modules/.bin/vitest run lib/graph 2>&1 | tail -20[1m[7m[36m RUN [39m[27m[22m [36mv2.1.9 [39m[90m/Users/venusbhatia/Downloads/Zrux/.claude/worktrees/fix-graph-trust[39m
[32m✓[39m lib/graph/triple-extraction.test.ts [2m([22m[2m9 tests[22m[2m)[22m[90m 4[2mms[22m[39m
[32m✓[39m lib/graph/entity-resolution.test.ts [2m([22m[2m10 tests[22m[2m)[22m[90m 8[2mms[22m[39m
[2m Test Files [22m [1m[32m2 passed[39m[22m[90m (2)[39m
[2m Tests [22m [1m[32m19 passed[39m[22m[90m (19)[39m
[2m Start at [22m 23:36:59
[2m Duration [22m 920ms[2m (transform 116ms, setup 0ms, collect 919ms, tests 12ms, environment 0ms, prepare 444ms)[22mAll 19 graph tests pass. Let me typecheck the full worktree once more (tests included) to be safe.
>/Users/venusbhatia/Downloads/Zrux/node_modules/.bin/tsc --noEmit -p tsconfig.json 2>&1 | head -20; echo "=== EXIT: ${PIPESTATUS[0]} ==="=== EXIT: ===>/Users/venusbhatia/Downloads/Zrux/node_modules/.bin/tsc --noEmit -p tsconfig.json >/dev/null 2>&1 && echo "TYPECHECK PASS" || echo "TYPECHECK FAIL"TYPECHECK PASSTypecheck passes. Let me review the full diff, then commit the code changes (the data cleanup stays pending your approval).
>git add -A && git diff --cached --stat .claude/commands/review.md | 3 +
.claude/commands/test.md | 1 +
.github/workflows/claude-code-review.yml | 1 -
.github/workflows/claude.yml | 1 -
CLAUDE.md | 63 +-
MEMORY.md | 2 +-
app/(app)/relationships/page.tsx | 14 +-
app/(app)/today/page.tsx | 3 +-
app/(marketing)/landing.css | 20 +-
app/api/connections/route.test.ts | 18 +-
app/api/graph/route.ts | 80 +-
app/api/search/route.test.ts | 15 +-
app/api/today/route.test.ts | 13 +-
components/graph/layout.ts | 1 +
components/search/ResultCard.tsx | 5 +-
docs/Architecture.md | 237 +-
docs/SETUP.md | 28 +-
docs/design/project/Zrux App.dc.html | 1758 +++++++---
docs/design/project/Zrux Landing.html | 2099 ++++++++----
docs/design/project/support.js | 1879 +++++------
.../Building Optimal Architecture Claude.html | 2099 ++++++++----
.../uploads/Building Optimal Architecture.md | 237 +-
docs/phase6-trade-offs.md | 21 +-
docs/plans/phase-4-personalization.md | 96 +-
docs/spec.md | 61 +-
docs/trade-offs.md | 4 +-
lib/connectors/calendar.ts | 6 +-
lib/connectors/linear.test.ts | 5 +-
lib/graph/entity-resolution.test.ts | 70 +-
lib/graph/entity-resolution.ts | 5 +-
lib/graph/triple-extraction.test.ts | 38 +-
lib/graph/triple-extraction.ts | 40 +-
lib/ingestion/chunk.ts | 5 +-
lib/ingestion/enrich.test.ts | 12 +-
lib/ingestion/normalize.test.ts | 11 +-
lib/ui/source.ts | 6 +-
pnpm-lock.yaml | 3500 +++++++++++++++-----
scripts/reprocess-graph.ts | 131 +
scripts/verify-ingest.ts | 4 +-
39 files changed, 8569 insertions(+), 4023 deletions(-)That staged a large amount of pre-existing divergence (the worktree branched from origin/main, which is behind the local work). I only want to commit my graph changes. Let me unstage and inspect.
>git reset -q HEAD; echo "=== my graph files diff vs HEAD (lines) ==="; for f in app/api/graph/route.ts lib/graph/triple-extraction.ts lib/graph/entity-resolution.ts components/graph/layout.ts "app/(app)/relationships/page.tsx" lib/graph/triple-extraction.test.ts lib/graph/entity-resolution.test.ts; do echo "--- $f ---"; git diff --stat -- "$f" | head -1; done=== my graph files diff vs HEAD (lines) ===
--- app/api/graph/route.ts ---
app/api/graph/route.ts | 80 ++++++++++++++++++++++++++++++++++++++++++--------
--- lib/graph/triple-extraction.ts ---
lib/graph/triple-extraction.ts | 40 +++++++++++++++++++++++++++++++++++++---
--- lib/graph/entity-resolution.ts ---
lib/graph/entity-resolution.ts | 5 ++++-
--- components/graph/layout.ts ---
components/graph/layout.ts | 1 +
--- app/(app)/relationships/page.tsx ---
app/(app)/relationships/page.tsx | 14 ++++++--------
--- lib/graph/triple-extraction.test.ts ---
lib/graph/triple-extraction.test.ts | 38 ++++++++++++++++++++++++++++++++++++-
--- lib/graph/entity-resolution.test.ts ---
lib/graph/entity-resolution.test.ts | 70 ++++++++++++++++++++++++++++++++++++-Let me verify the page.tsx diff is only my change (not absorbing unrelated divergence).
>git diff -- "app/(app)/relationships/page.tsx"diff --git a/app/(app)/relationships/page.tsx b/app/(app)/relationships/page.tsx
index d5036d5..566e527 100644
--- a/app/(app)/relationships/page.tsx
+++ b/app/(app)/relationships/page.tsx
@@ -54,10 +54,7 @@ export default function RelationshipsPage() {
}
}, [])
- const layout = useMemo(
- () => (data ? layoutGraph(data.entities, data.edges) : null),
- [data],
- )
+ const layout = useMemo(() => (data ? layoutGraph(data.entities, data.edges) : null), [data])
// Auto-select the focal node once the layout lands.
useEffect(() => {
@@ -71,9 +68,7 @@ export default function RelationshipsPage() {
const entity = data.entities.find((e) => e.id === selectedId)
if (!entity) return null
const byId = new Map(data.entities.map((e) => [e.id, e]))
- const incident = data.edges.filter(
- (e) => e.from.id === selectedId || e.to.id === selectedId,
- )
+ const incident = data.edges.filter((e) => e.from.id === selectedId || e.to.id === selectedId)
const neighborIds = new Set<string>()
for (const e of incident) {
neighborIds.add(e.from.id === selectedId ? e.to.id : e.from.id)
@@ -93,9 +88,12 @@ export default function RelationshipsPage() {
const otherId = e.from.id === selectedId ? e.to.id : e.from.id
const otherName = byId.get(otherId)?.name ?? 'someone'
const rel = e.relation.replace(/_/g, ' ')
+ const when = e.occurred_at ? `${relativeTime(e.occurred_at)} ago` : 'undated'
+ // Corroboration: how many source items support this relationship.
+ const corrob = e.count && e.count > 1 ? ` · ${e.count} mentions` : ''
return {
text: `${rel} ${otherName}`,
- meta: e.occurred_at ? `${relativeTime(e.occurred_at)} ago` : 'undated',
+ meta: `${when}${corrob}`,
}
})
const lastTouch = sorted[0]?.occurred_at ? relativeTime(sorted[0].occurred_at) : 'unknown'Clean — my corroboration change plus two harmless prettier reflows. Let me commit exactly the graph files plus the reprocess script.
>git add app/api/graph/route.ts lib/graph/triple-extraction.ts lib/graph/entity-resolution.ts components/graph/layout.ts "app/(app)/relationships/page.tsx" lib/graph/triple-extraction.test.ts lib/graph/entity-resolution.test.ts scripts/reprocess-graph.ts && git status --short M .claude/commands/review.md
M .claude/commands/test.md
M .github/workflows/claude-code-review.yml
M .github/workflows/claude.yml
M CLAUDE.md
M MEMORY.md
M app/(app)/relationships/page.tsx
M app/(app)/today/page.tsx
M app/(marketing)/landing.css
M app/api/connections/route.test.ts
M app/api/graph/route.ts
M app/api/search/route.test.ts
M app/api/today/route.test.ts
M components/graph/layout.ts
M components/search/ResultCard.tsx
M docs/Architecture.md
M docs/SETUP.md
M "docs/design/project/Zrux App.dc.html"
M "docs/design/project/Zrux Landing.html"
M docs/design/project/support.js
M "docs/design/project/uploads/Building Optimal Architecture Claude.html"
M "docs/design/project/uploads/Building Optimal Architecture.md"
M docs/phase6-trade-offs.md
M docs/plans/phase-4-personalization.md
M docs/spec.md
M docs/trade-offs.md
M lib/connectors/calendar.ts
M lib/connectors/linear.test.ts
M lib/graph/entity-resolution.test.ts
M lib/graph/entity-resolution.ts
M lib/graph/triple-extraction.test.ts
M lib/graph/triple-extraction.ts
M lib/ingestion/chunk.ts
M lib/ingestion/enrich.test.ts
M lib/ingestion/normalize.test.ts
M lib/ui/source.ts
M pnpm-lock.yaml
A scripts/reprocess-graph.ts
M scripts/verify-ingest.tsOnly my 8 files are staged. Committing.
>git commit -q -m "$(cat <<'EOF'
fix(graph): only surface relationships we are confident are the founder's
The relationship graph was showing false and duplicated edges. Root cause:
triple extraction ran over promotional/newsletter mail (Gmail PROMOTIONS/
UPDATES) and faithfully extracted third-party facts described in it ("Devpost
hosts FIND EVIL!", "Borrowell partnered with Walmart") plus co-occurrence
guesses ("Dhravya works_with Venus"). Those are not the founder's own
relationships, and the same edge from N emails rendered N times.
- Gate triple extraction: skip Gmail promotions/social/forums + automated
no-reply/newsletter senders (clear broadcast mail). CATEGORY_UPDATES is left
to the prompt, since it mixes junk digests with real product correspondence.
- Tighten the extraction prompt to the founder's first-person orbit: only
relationships the founder participates in; no third-party listings from
newsletters; no co-occurrence inference; no features/endpoints as projects.
- /api/graph: collapse duplicate (subject, relation, object) edges into one
corroborated edge (max confidence, latest occurrence, mention count), drop
edges below a 0.75 confidence floor, and only return entities that take part
in a surviving edge (no floating nodes).
- DetailPanel shows corroboration ("N mentions").
- scripts/reprocess-graph.ts re-extracts already-ingested items under the new
rules to clean edges written before this fix (dry-run by default).
Co-Authored-By: Claude Opus 4.8 (1M context) <[REDACTED]>
EOF
)" && git log --oneline -1db78532 fix(graph): only surface relationships we are confident are the founder'sCode is committed. Now the one thing I can't do without your explicit OK: the data cleanup that fixes what's on screen right now. The safety classifier blocked it (it mass-rewrites edge/entity rows in the shared Supabase DB), which is the right instinct — so it's your call.
Here's exactly what it does and what you'd see:
Your questions have been answered: "The code fix is committed and prevents new junk. But the existing graph in your screenshots is already in the DB at high confidence, so it keeps showing until I rewrite it. Running scripts/reprocess-graph.ts (APPLY=1) re-extracts the ~113 edge-producing items under the new rules: ~80 promotional/bulk items drop to 0 edges, the rest get re-judged. Net: ~285 edges → ~26 trustworthy ones (Devpost/Borrowell/CoinGecko junk gone; 'Marc founded Langfuse', 'Venus uses Wispr Flow', etc. kept). It deletes the old edges + orphaned entities across both tenants in the shared DB. Run it?"="Yes, run the rewrite". You can now continue with these answers in mind.You approved it — running the rewrite now.
>set -a; . /Users/venusbhatia/Downloads/Zrux/.env.local; set +a; APPLY=1 NODE_PATH="/Users/venusbhatia/Downloads/Zrux/node_modules" /Users/venusbhatia/Downloads/Zrux/node_modules/.bin/tsx scripts/reprocess-graph.ts 2>&1 | tail -30tenants: 2
edges before: 285
items to reprocess: 113
of which bulk/promotional (gate -> 0 edges): 80
...20/113 items
...40/113 items
...60/113 items
...80/113 items
...100/113 items
reprocessed items: 113
edges after: 30
deleted orphan entities: 228The rewrite ran: 285 edges → 30, and 228 orphaned entities removed. Let me verify the live result through the same logic the API uses — confirm the junk is gone and good edges remain.
>set -a; . /Users/venusbhatia/Downloads/Zrux/.env.local; set +a; NODE_PATH="/Users/venusbhatia/Downloads/Zrux/node_modules" /Users/venusbhatia/Downloads/Zrux/node_modules/.bin/tsx /Users/venusbhatia/.claude/jobs/8de30cf0/tmp/inspect-graph.ts 2>&1 | tail -45total edges: 30
top tenant: fa85a060-048b-5bf2-80c5-e18c1ebe674e (28 edges)
entities: 34
confidence buckets: {"0.9":19,"0.8":8,"0.6":1}
logical edges (subj,rel,obj): 25; total rows: 28
--- most duplicated logical edges ---
4x Joe Heitzeberg [person] --founded--> AI Tinkerers [company]
1x Sarah Simionescu [person] --works_with--> Composio [company]
1x TrustClaw [project] --developed_by--> Composio [company]
1x Venus [person] --uses--> Tally [company]
1x Eric Fillion [person] --organizes--> Ottawa AI Tinkerers [project]
1x Venus [person] --receives_updates_from--> Marie [person]
1x Mike Schirtzinger [person] --founded--> Brevity [company]
1x Eric Fillion [person] --founded--> Vennify [company]
1x Matthew Mirman [person] --founded--> chat.dev [company]
1x Eric Fillion [person] --maintains--> open-source Python packages for LLMs [project]
1x Marc Klingen [person] --founded--> Langfuse [company]
1x Matt [person] --founded--> Trigger.dev [company]
1x Venus [person] --uses--> Wispr Flow [project]
1x Robleh [person] --founded--> Boom [project]
1x Ilia Azizi [person] --works_with--> AI Tinkerers [company]
--- edges mentioning Dhrvaya / Devpost / Venus ---
--- all entities by type ---
person (17): Venus, Matt, Marc Klingen, Joe Heitzeberg, Matthew Mirman, Mike Schirtzinger, Eric Fillion, Marie, Robleh, Addalin Lariena Rose Devasahaya Rajan, Arlene Riona, Ilia Azizi, Chengkun Li, Dan Noskin, Bruno Perez, Hervé, Sarah Simionescu
company (9): Composio, Trigger.dev, Langfuse, chat.dev, Brevity, Vennify, AI Tinkerers, Tally, OpenRouter Team
project (8): Ottawa AI Tinkerers, Wispr Flow, Boom, BegooAI, CLAWFEST with NVIDIA, pyannote, TrustClaw, open-source Python packages for LLMsThe result is exactly what we wanted. Let me record this as a durable project insight for future sessions.