/home/llmeval/.local/share/uv/tools/cubbi/lib/python3.12/site-packages/click/core.py:1213: UserWarning: The parameter -m is used more than once. Remove its duplicate as parameters should be unique. parser = self.make_parser(ctx) /home/llmeval/.local/share/uv/tools/cubbi/lib/python3.12/site-packages/click/core.py:1206: UserWarning: The parameter -m is used more than once. Remove its duplicate as parameters should be unique. self.parse_args(ctx, args) Using UID: 1000, GID: 1000 Forwarding environment variable OPENROUTER_API_KEY to container Mounting local directory /home/llmeval/llmeval/runs/run_20251029_150100/task5_dedup_contact/openrouter-google-gemini-2.5-flash-preview-09-2025/workspace to /app No project_name provided - skipping configuration directory setup. Session created successfully! Session ID: 9b007b66 Image: opencode Executing command and waiting for completion... Container will exit after command completes. Command logs: Initializing opencode v1.0.0 Setting up user 'cubbi' with UID: 1000, GID: 1000 Setting up standard directories Created directory: /app Created directory: /cubbi-config Created directory: /cubbi-config/home Creating /home/cubbi as symlink to /cubbi-config/home Created directory: /cubbi-config/home/.local Copied /root/.local/bin to user directory Running opencode-specific initialization Added litellm custom provider with 122 models to OpenCode configuration Added openrouter standard provider with 346 models to OpenCode configuration Set default model to openrouter/google/gemini-2.5-flash-preview-09-2025 Updated OpenCode configuration at /home/cubbi/.config/opencode/config.json with 2 providers No MCP servers to integrate --- Executing initial command --- Executing user command: if [ -f install.sh ]; then bash install.sh; fi; echo "--- TASK BEGIN ---"; cat task.md; echo "--- TASK END ---"; cd input && opencode run --print-logs < ../task.md Executing as cubbi: sh -c if [ -f install.sh ]; then bash install.sh; fi; echo "--- TASK BEGIN ---"; cat task.md; echo "--- TASK END ---"; cd input && opencode run --print-logs < ../task.md Created contacts.csv with 50 contacts (35 unique + 15 duplicates) --- TASK BEGIN --- # Contact List Deduplicator You have a CSV file `input/contacts.csv` containing contact information with potential duplicates. Your task is to identify and merge duplicate contacts based on matching criteria, then generate a JSON report. ## Duplicate Detection Rules Two contacts are duplicates if ANY of the following match: 1. **Phone numbers match** (after normalization - remove spaces, dashes, parentheses) 2. **Email addresses match** (case-insensitive) 3. **Names are very similar** (exact match ignoring case, or initials match with same last name) ## Requirements 1. Read `input/contacts.csv` 2. Identify all duplicate contacts 3. Generate `input/deduped.json` with this exact structure: ```json { "original_count": 100, "unique_count": 85, "duplicates_found": 15, "duplicate_groups": [ { "primary": { "name": "John Smith", "email": "john.smith@example.com", "phone": "555-1234", "company": "Acme Corp" }, "duplicates": [ { "name": "J. Smith", "email": "jsmith@example.com", "phone": "555-1234", "company": "Acme Corp" } ], "match_reason": "phone" } ] } ``` ## Important Notes - The primary contact should be the one with the most complete information (fewest empty fields) - Normalize phone numbers before comparison: remove all spaces, dashes, and parentheses - Email matching should be case-insensitive - Match reasons can be: "phone", "email", "name", or combinations like "phone_and_email" - Each duplicate group should list the primary contact and all its duplicates - Original count includes all contacts, unique count is after deduplication - Duplicates found is the number of duplicate entries (not the number of groups) PS: You are currently working in an automated system and cannot ask any question or have back and forth with an user. --- TASK END --- INFO 2025-10-29T15:48:59 +1970ms service=default version=0.15.11 args=["run","--print-logs"] opencode INFO 2025-10-29T15:48:59 +26ms service=project directory=/app/input fromDirectory INFO 2025-10-29T15:48:59 +24ms service=storage index=0 running migration ERROR 2025-10-29T15:48:59 +34ms service=storage error=ENOENT: no such file or directory, open '/home/cubbi/.local/share/opencode/project' index=0 failed to run migration INFO 2025-10-29T15:48:59 +77ms service=config path=/home/cubbi/.config/opencode/config.json loading INFO 2025-10-29T15:49:00 +731ms service=config path=/home/cubbi/.config/opencode/opencode.json loading INFO 2025-10-29T15:49:00 +26ms service=config path=/home/cubbi/.config/opencode/opencode.jsonc loading INFO 2025-10-29T15:49:00 +101ms service=bun cmd=["/opt/node/lib/node_modules/opencode-ai/node_modules/opencode-linux-x64/bin/opencode","add","@opencode-ai/plugin@0.15.11","--exact"] cwd=/home/cubbi/.config/opencode running INFO 2025-10-29T15:49:00 +78ms service=plugin path=opencode-copilot-auth@0.0.3 loading plugin INFO 2025-10-29T15:49:00 +37ms service=bun pkg=opencode-copilot-auth version=0.0.3 installing package using Bun's default registry resolution INFO 2025-10-29T15:49:00 +2ms service=bun cmd=["/opt/node/lib/node_modules/opencode-ai/node_modules/opencode-linux-x64/bin/opencode","add","--force","--exact","--cwd","/home/cubbi/.cache/opencode","opencode-copilot-auth@0.0.3"] cwd=/home/cubbi/.cache/opencode running INFO 2025-10-29T15:49:01 +328ms service=bun code=0 stdout=bun add v1.3.0 (b0a6feca) installed opencode-copilot-auth@0.0.3 1 package installed [263.00ms] stderr=Resolving dependencies Resolved, downloaded and extracted [4] Saved lockfile done INFO 2025-10-29T15:49:01 +122ms service=plugin path=opencode-anthropic-auth@0.0.2 loading plugin INFO 2025-10-29T15:49:01 +35ms service=bun pkg=opencode-anthropic-auth version=0.0.2 installing package using Bun's default registry resolution INFO 2025-10-29T15:49:01 +13ms service=bun cmd=["/opt/node/lib/node_modules/opencode-ai/node_modules/opencode-linux-x64/bin/opencode","add","--force","--exact","--cwd","/home/cubbi/.cache/opencode","opencode-anthropic-auth@0.0.2"] cwd=/home/cubbi/.cache/opencode running INFO 2025-10-29T15:49:02 +1135ms service=bun code=0 stdout=bun add v1.3.0 (b0a6feca) installed @opencode-ai/plugin@0.15.11 3 packages installed [1.54s] stderr=Resolving dependencies Resolved, downloaded and extracted [12] Saved lockfile done INFO 2025-10-29T15:49:03 +1012ms service=bun code=0 stdout=bun add v1.3.0 (b0a6feca) + opencode-copilot-auth@0.0.3 installed opencode-anthropic-auth@0.0.2 14 packages installed [2.06s] stderr=Resolving dependencies Resolved, downloaded and extracted [50] Saved lockfile done INFO 2025-10-29T15:49:03 +470ms service=bus type=* subscribing INFO 2025-10-29T15:49:04 +95ms service=bus type=session.updated subscribing INFO 2025-10-29T15:49:04 +4ms service=bus type=message.updated subscribing INFO 2025-10-29T15:49:04 +1ms service=bus type=message.part.updated subscribing INFO 2025-10-29T15:49:04 +1ms service=format init INFO 2025-10-29T15:49:04 +2ms service=bus type=file.edited subscribing INFO 2025-10-29T15:49:04 +78ms service=session id=ses_5cf57720fffeIapWg68E0fihsm version=0.15.11 projectID=global directory=/app/input title=New session - 2025-10-29T15:49:04.122Z time={"created":1761752944122,"updated":1761752944122} created INFO 2025-10-29T15:49:04 +62ms service=lsp serverIds=deno, typescript, vue, eslint, gopls, ruby-lsp, pyright, elixir-ls, zls, csharp, rust, clangd, svelte, astro, jdtls enabled LSP servers INFO 2025-10-29T15:49:04 +38ms service=bus type=session.updated publishing INFO 2025-10-29T15:49:04 +60ms service=bus type=message.part.updated subscribing INFO 2025-10-29T15:49:04 +2ms service=bus type=session.error subscribing INFO 2025-10-29T15:49:04 +24ms service=session.prompt session=ses_5cf57720fffeIapWg68E0fihsm prompt INFO 2025-10-29T15:49:04 +59ms service=bus type=message.updated publishing INFO 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cmd=["/opt/node/lib/node_modules/opencode-ai/node_modules/opencode-linux-x64/bin/opencode","add","--force","--exact","--cwd","/home/cubbi/.cache/opencode","@ai-sdk/openai-compatible@latest"] cwd=/home/cubbi/.cache/opencode running INFO 2025-10-29T15:49:06 +1561ms service=bun code=0 stdout=bun add v1.3.0 (b0a6feca) + opencode-anthropic-auth@0.0.2 + opencode-copilot-auth@0.0.3 installed @ai-sdk/openai-compatible@1.0.24 21 packages installed [1.52s] stderr=Resolving dependencies Resolved, downloaded and extracted [26] Saved lockfile done INFO 2025-10-29T15:49:07 +813ms service=provider status=completed duration=2381 providerID=openrouter getSDK INFO 2025-10-29T15:49:07 +35ms service=provider providerID=openrouter modelID=google/gemini-2.5-flash-preview-09-2025 found INFO 2025-10-29T15:49:07 +1ms service=session.lock sessionID=ses_5cf57720fffeIapWg68E0fihsm locked INFO 2025-10-29T15:49:07 +3ms service=session.prompt session=ses_5cf57720fffeIapWg68E0fihsm sessionID=ses_5cf57720fffeIapWg68E0fihsm locking INFO 2025-10-29T15:49:07 +256ms service=provider providerID=openrouter modelID=anthropic/claude-3.5-haiku getModel INFO 2025-10-29T15:49:07 +2ms service=provider status=started providerID=openrouter getSDK INFO 2025-10-29T15:49:07 +0ms service=provider status=completed duration=0 providerID=openrouter getSDK INFO 2025-10-29T15:49:07 +20ms service=provider providerID=openrouter modelID=anthropic/claude-3.5-haiku found INFO 2025-10-29T15:49:07 +1ms service=bus type=message.updated publishing INFO 2025-10-29T15:49:07 +93ms service=session.prompt session=ses_5cf57720fffeIapWg68E0fihsm process INFO 2025-10-29T15:49:07 +60ms service=session.prompt session=ses_5cf57720fffeIapWg68E0fihsm type=start part INFO 2025-10-29T15:49:08 +1124ms service=session.prompt session=ses_5cf57720fffeIapWg68E0fihsm type=start-step part INFO 2025-10-29T15:49:09 +91ms service=bus type=message.part.updated publishing INFO 2025-10-29T15:49:09 +16ms service=session.prompt session=ses_5cf57720fffeIapWg68E0fihsm type=text-start part INFO 2025-10-29T15:49:09 +12ms service=session.prompt session=ses_5cf57720fffeIapWg68E0fihsm type=text-delta part INFO 2025-10-29T15:49:09 +14ms service=bus type=message.part.updated publishing INFO 2025-10-29T15:49:09 +9ms service=session.prompt session=ses_5cf57720fffeIapWg68E0fihsm type=text-delta part INFO 2025-10-29T15:49:09 +15ms service=bus type=message.part.updated publishing INFO 2025-10-29T15:49:09 +18ms service=session.prompt session=ses_5cf57720fffeIapWg68E0fihsm type=text-delta part INFO 2025-10-29T15:49:09 +1ms service=bus type=message.part.updated publishing INFO 2025-10-29T15:49:09 +217ms service=session.prompt session=ses_5cf57720fffeIapWg68E0fihsm type=text-delta part INFO 2025-10-29T15:49:09 +88ms service=bus type=message.part.updated publishing INFO 2025-10-29T15:49:09 +63ms service=session.prompt session=ses_5cf57720fffeIapWg68E0fihsm type=text-delta part INFO 2025-10-29T15:49:09 +1ms service=bus type=message.part.updated publishing INFO 2025-10-29T15:49:10 +608ms service=session.prompt session=ses_5cf57720fffeIapWg68E0fihsm type=tool-input-start part INFO 2025-10-29T15:49:10 +86ms service=bus type=message.part.updated publishing INFO 2025-10-29T15:49:10 +26ms service=session.prompt session=ses_5cf57720fffeIapWg68E0fihsm type=tool-input-delta part INFO 2025-10-29T15:49:10 +5ms service=session.prompt session=ses_5cf57720fffeIapWg68E0fihsm type=tool-input-end part INFO 2025-10-29T15:49:10 +7ms service=session.prompt session=ses_5cf57720fffeIapWg68E0fihsm type=tool-call part INFO 2025-10-29T15:49:10 +74ms service=bus type=todo.updated publishing INFO 2025-10-29T15:49:10 +1ms service=bus type=message.part.updated publishing INFO 2025-10-29T15:49:10 +2ms service=session.prompt session=ses_5cf57720fffeIapWg68E0fihsm type=text-end part INFO 2025-10-29T15:49:10 +22ms service=bus type=message.part.updated publishing  This is a complex, multi-step task that requires reading a CSV, implementing custom deduplication logic, and writing a structured JSON report. I will use the `todowrite` tool to manage the process. Here is the plan: 1. Read the contents of `input/contacts.csv`. 2. Implement the deduplication logic in a Python script, including normalization and matching rules. 3. Execute the Python script to process the CSV, identify duplicates, and generate the JSON report. 4. Write the resulting JSON content to `input/deduped.json`. I will start by reading the CSV file to understand its structure and content.  INFO 2025-10-29T15:49:10 +4ms service=session.prompt session=ses_5cf57720fffeIapWg68E0fihsm type=tool-result part INFO 2025-10-29T15:49:10 +29ms service=bus type=message.part.updated publishing |  Todo 4 todos INFO 2025-10-29T15:49:10 +15ms service=session.prompt session=ses_5cf57720fffeIapWg68E0fihsm type=finish-step part INFO 2025-10-29T15:49:10 +38ms service=bus type=message.part.updated publishing INFO 2025-10-29T15:49:10 +9ms service=bus type=message.updated publishing INFO 2025-10-29T15:49:10 +2ms service=session.prompt session=ses_5cf57720fffeIapWg68E0fihsm type=finish part INFO 2025-10-29T15:49:10 +4ms service=bus type=message.updated publishing INFO 2025-10-29T15:49:10 +27ms service=bus type=message.updated publishing INFO 2025-10-29T15:49:10 +8ms service=bus type=message.updated publishing INFO 2025-10-29T15:49:10 +26ms service=bus type=message.updated publishing INFO 2025-10-29T15:49:10 +65ms service=session.prompt session=ses_5cf57720fffeIapWg68E0fihsm process INFO 2025-10-29T15:49:10 +16ms service=session.prompt session=ses_5cf57720fffeIapWg68E0fihsm type=start part INFO 2025-10-29T15:49:11 +556ms service=bus type=session.updated publishing INFO 2025-10-29T15:49:11 +153ms service=session.prompt session=ses_5cf57720fffeIapWg68E0fihsm type=start-step part INFO 2025-10-29T15:49:11 +49ms service=bus type=message.part.updated publishing INFO 2025-10-29T15:49:11 +4ms service=session.prompt session=ses_5cf57720fffeIapWg68E0fihsm type=tool-input-start part INFO 2025-10-29T15:49:11 +3ms service=bus type=message.part.updated publishing INFO 2025-10-29T15:49:11 +9ms service=session.prompt session=ses_5cf57720fffeIapWg68E0fihsm type=tool-input-delta part INFO 2025-10-29T15:49:11 +4ms service=session.prompt session=ses_5cf57720fffeIapWg68E0fihsm type=tool-input-end part INFO 2025-10-29T15:49:11 +1ms service=session.prompt session=ses_5cf57720fffeIapWg68E0fihsm type=tool-call part INFO 2025-10-29T15:49:11 +8ms service=bus type=message.part.updated publishing INFO 2025-10-29T15:49:11 +1ms service=session.prompt session=ses_5cf57720fffeIapWg68E0fihsm type=tool-error part INFO 2025-10-29T15:49:11 +13ms service=bus type=message.part.updated publishing INFO 2025-10-29T15:49:11 +0ms service=session.prompt session=ses_5cf57720fffeIapWg68E0fihsm type=finish-step part INFO 2025-10-29T15:49:11 +11ms service=bus type=message.part.updated publishing INFO 2025-10-29T15:49:11 +6ms service=bus type=message.updated publishing INFO 2025-10-29T15:49:11 +4ms service=session.prompt session=ses_5cf57720fffeIapWg68E0fihsm type=finish part INFO 2025-10-29T15:49:11 +7ms service=bus type=message.updated publishing INFO 2025-10-29T15:49:11 +11ms service=bus type=message.updated publishing INFO 2025-10-29T15:49:11 +5ms service=bus type=message.updated publishing INFO 2025-10-29T15:49:11 +42ms service=bus type=message.updated publishing INFO 2025-10-29T15:49:11 +89ms service=session.prompt session=ses_5cf57720fffeIapWg68E0fihsm process INFO 2025-10-29T15:49:11 +12ms service=session.prompt session=ses_5cf57720fffeIapWg68E0fihsm type=start part INFO 2025-10-29T15:49:12 +492ms service=session.prompt session=ses_5cf57720fffeIapWg68E0fihsm type=start-step part INFO 2025-10-29T15:49:12 +11ms service=bus type=message.part.updated publishing INFO 2025-10-29T15:49:12 +2ms service=session.prompt session=ses_5cf57720fffeIapWg68E0fihsm type=text-start part INFO 2025-10-29T15:49:12 +2ms service=session.prompt session=ses_5cf57720fffeIapWg68E0fihsm type=text-delta part INFO 2025-10-29T15:49:12 +3ms service=bus type=message.part.updated publishing INFO 2025-10-29T15:49:12 +49ms service=session.prompt session=ses_5cf57720fffeIapWg68E0fihsm type=text-delta part INFO 2025-10-29T15:49:12 +1ms service=bus type=message.part.updated publishing INFO 2025-10-29T15:49:12 +152ms service=session.prompt session=ses_5cf57720fffeIapWg68E0fihsm type=text-delta part INFO 2025-10-29T15:49:12 +8ms service=bus type=message.part.updated publishing INFO 2025-10-29T15:49:12 +96ms service=session.prompt session=ses_5cf57720fffeIapWg68E0fihsm type=tool-input-start part INFO 2025-10-29T15:49:12 +31ms service=bus type=message.part.updated publishing INFO 2025-10-29T15:49:12 +13ms service=session.prompt session=ses_5cf57720fffeIapWg68E0fihsm type=tool-input-delta part INFO 2025-10-29T15:49:12 +8ms service=session.prompt session=ses_5cf57720fffeIapWg68E0fihsm type=tool-input-end part INFO 2025-10-29T15:49:12 +1ms service=session.prompt session=ses_5cf57720fffeIapWg68E0fihsm type=tool-call part INFO 2025-10-29T15:49:12 +5ms service=bus type=message.part.updated publishing INFO 2025-10-29T15:49:12 +13ms service=session.prompt session=ses_5cf57720fffeIapWg68E0fihsm type=text-end part INFO 2025-10-29T15:49:12 +6ms service=bus type=message.part.updated publishing  The file `input/contacts.csv` does not exist in the current working directory `/app/input`. The path should be relative to the current working directory, which is `/app/input`. I will try reading `contacts.csv` directly.  INFO 2025-10-29T15:49:12 +33ms service=file.time sessionID=ses_5cf57720fffeIapWg68E0fihsm file=/app/input/contacts.csv read INFO 2025-10-29T15:49:12 +14ms service=session.prompt session=ses_5cf57720fffeIapWg68E0fihsm type=tool-result part INFO 2025-10-29T15:49:12 +9ms service=bus type=message.part.updated publishing |  Read app/input/contacts.csv INFO 2025-10-29T15:49:12 +12ms service=session.prompt session=ses_5cf57720fffeIapWg68E0fihsm type=finish-step part INFO 2025-10-29T15:49:12 +7ms service=bus type=message.part.updated publishing INFO 2025-10-29T15:49:12 +10ms service=bus type=message.updated publishing INFO 2025-10-29T15:49:12 +5ms service=session.prompt session=ses_5cf57720fffeIapWg68E0fihsm type=finish part INFO 2025-10-29T15:49:12 +4ms service=bus type=message.updated publishing INFO 2025-10-29T15:49:12 +17ms service=bus type=message.updated publishing INFO 2025-10-29T15:49:12 +12ms service=bus type=message.updated publishing INFO 2025-10-29T15:49:12 +106ms service=bus type=message.updated publishing INFO 2025-10-29T15:49:12 +25ms service=session.prompt session=ses_5cf57720fffeIapWg68E0fihsm process INFO 2025-10-29T15:49:12 +12ms service=session.prompt session=ses_5cf57720fffeIapWg68E0fihsm type=start part INFO 2025-10-29T15:49:13 +636ms service=session.prompt session=ses_5cf57720fffeIapWg68E0fihsm type=start-step part INFO 2025-10-29T15:49:13 +3ms service=bus type=message.part.updated publishing INFO 2025-10-29T15:49:13 +2ms service=session.prompt session=ses_5cf57720fffeIapWg68E0fihsm type=text-start part INFO 2025-10-29T15:49:13 +2ms service=session.prompt session=ses_5cf57720fffeIapWg68E0fihsm type=text-delta part INFO 2025-10-29T15:49:13 +3ms service=bus type=message.part.updated publishing INFO 2025-10-29T15:49:13 +64ms service=session.prompt session=ses_5cf57720fffeIapWg68E0fihsm type=text-delta part INFO 2025-10-29T15:49:13 +3ms service=bus type=message.part.updated publishing INFO 2025-10-29T15:49:13 +169ms service=session.prompt session=ses_5cf57720fffeIapWg68E0fihsm type=text-delta part INFO 2025-10-29T15:49:13 +3ms service=bus type=message.part.updated publishing INFO 2025-10-29T15:49:13 +301ms service=session.prompt session=ses_5cf57720fffeIapWg68E0fihsm type=text-delta part INFO 2025-10-29T15:49:13 +5ms service=bus type=message.part.updated publishing INFO 2025-10-29T15:49:14 +215ms service=session.prompt session=ses_5cf57720fffeIapWg68E0fihsm type=text-delta part INFO 2025-10-29T15:49:14 +4ms service=bus type=message.part.updated publishing INFO 2025-10-29T15:49:14 +234ms service=session.prompt session=ses_5cf57720fffeIapWg68E0fihsm type=text-delta part INFO 2025-10-29T15:49:14 +5ms service=bus type=message.part.updated publishing INFO 2025-10-29T15:49:14 +209ms service=session.prompt session=ses_5cf57720fffeIapWg68E0fihsm type=text-delta part INFO 2025-10-29T15:49:14 +0ms service=bus type=message.part.updated publishing INFO 2025-10-29T15:49:14 +233ms service=session.prompt session=ses_5cf57720fffeIapWg68E0fihsm type=text-delta part INFO 2025-10-29T15:49:14 +5ms service=bus type=message.part.updated publishing INFO 2025-10-29T15:49:14 +69ms service=session.prompt session=ses_5cf57720fffeIapWg68E0fihsm type=text-delta part INFO 2025-10-29T15:49:14 +13ms service=bus type=message.part.updated publishing INFO 2025-10-29T15:49:15 +650ms service=session.prompt session=ses_5cf57720fffeIapWg68E0fihsm type=tool-input-start part INFO 2025-10-29T15:49:15 +10ms service=bus type=message.part.updated publishing INFO 2025-10-29T15:49:15 +6ms service=session.prompt session=ses_5cf57720fffeIapWg68E0fihsm type=tool-input-delta part INFO 2025-10-29T15:49:15 +2ms service=bus type=todo.updated publishing INFO 2025-10-29T15:49:15 +1ms service=session.prompt session=ses_5cf57720fffeIapWg68E0fihsm type=tool-input-end part INFO 2025-10-29T15:49:15 +2ms service=session.prompt session=ses_5cf57720fffeIapWg68E0fihsm type=tool-call part INFO 2025-10-29T15:49:15 +5ms service=bus type=message.part.updated publishing INFO 2025-10-29T15:49:15 +3ms service=session.prompt session=ses_5cf57720fffeIapWg68E0fihsm type=tool-result part INFO 2025-10-29T15:49:15 +5ms service=bus type=message.part.updated publishing |  Todo 3 todos INFO 2025-10-29T15:49:15 +19ms service=session.prompt session=ses_5cf57720fffeIapWg68E0fihsm type=text-end part INFO 2025-10-29T15:49:15 +12ms service=bus type=message.part.updated publishing  The CSV file has 51 data rows (line 2 to 52, excluding the header on line 1 and the empty line on line 52). The columns are `name`, `email`, `phone`, and `company`. I will now proceed to implement the deduplication logic in a Python script named `deduplicator.py`. ### Deduplication Logic Implementation Plan: 1. **Data Structures:** Use a list of dictionaries to hold all contacts. 2. **Normalization Functions:** * `normalize_phone(phone)`: Removes spaces, dashes, and parentheses. * `normalize_email(email)`: Converts to lowercase. * `normalize_name(name)`: Splits into first, last, and initials for comparison. 3. **Matching Functions:** * `match_phone(c1, c2)`: Compares normalized phones. * `match_email(c1, c2)`: Compares normalized emails. * `match_name(c1, c2)`: Implements the name similarity logic (exact match ignoring case, or initials match with same last name). 4. **Primary Selection:** `select_primary(group)`: Chooses the contact with the fewest empty fields. 5. **Deduplication Loop:** Iterate through contacts, comparing each against all others to form duplicate groups. 6. **Report Generation:** Format the results into the required JSON structure. I will now write the Python script.  INFO 2025-10-29T15:49:15 +11ms service=session.prompt session=ses_5cf57720fffeIapWg68E0fihsm type=finish-step part INFO 2025-10-29T15:49:15 +7ms service=bus type=message.part.updated publishing INFO 2025-10-29T15:49:15 +6ms service=bus type=message.updated publishing INFO 2025-10-29T15:49:15 +3ms service=session.prompt session=ses_5cf57720fffeIapWg68E0fihsm type=finish part INFO 2025-10-29T15:49:15 +6ms service=bus type=message.updated publishing INFO 2025-10-29T15:49:15 +14ms service=bus type=message.updated publishing INFO 2025-10-29T15:49:15 +1ms service=bus type=message.updated publishing INFO 2025-10-29T15:49:15 +8ms service=session.compaction pruning INFO 2025-10-29T15:49:15 +11ms service=session.lock sessionID=ses_5cf57720fffeIapWg68E0fihsm unlocked INFO 2025-10-29T15:49:15 +1ms service=session.prompt session=ses_5cf57720fffeIapWg68E0fihsm sessionID=ses_5cf57720fffeIapWg68E0fihsm unlocking INFO 2025-10-29T15:49:15 +28ms service=bus type=session.idle publishing INFO 2025-10-29T15:49:16 +321ms service=session.compaction pruned=0 total=0 found --- Initial command finished (exit code: 0) --- --- no_shell=true, exiting container without starting shell --- Command execution complete. Container has exited. Session has been cleaned up.