/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_20251221_150020/task5_dedup_contact/openrouter-google-gemini-2.5-pro/workspace to /app
No project_name provided - skipping configuration directory setup.
Session created successfully!
Session ID: ee4677f9
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 145 models to OpenCode configuration
Added openrouter standard provider with 349 models to OpenCode configuration
Set default model to openrouter/google/gemini-2.5-pro
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 `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 `contacts.csv`
2. Identify all duplicate contacts
3. Generate `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  2025-12-21T16:38:32 +555ms service=default version=1.0.155 args=["run","--print-logs"] opencode
INFO  2025-12-21T16:38:32 +2ms service=default directory=/app/input creating instance
INFO  2025-12-21T16:38:32 +0ms service=project directory=/app/input fromDirectory
INFO  2025-12-21T16:38:32 +6ms service=storage index=0 running migration
ERROR 2025-12-21T16:38:32 +3ms service=storage index=0 failed to run migration
INFO  2025-12-21T16:38:32 +6ms service=storage index=1 running migration
INFO  2025-12-21T16:38:32 +5ms service=default directory=/app/input bootstrapping
INFO  2025-12-21T16:38:32 +3ms service=config path=/home/cubbi/.config/opencode/config.json loading
INFO  2025-12-21T16:38:32 +51ms service=config path=/home/cubbi/.config/opencode/opencode.json loading
INFO  2025-12-21T16:38:32 +6ms service=config path=/home/cubbi/.config/opencode/opencode.jsonc loading
INFO  2025-12-21T16:38:32 +7ms service=bun cmd=["/opt/node/lib/node_modules/opencode-ai/node_modules/opencode-linux-x64/bin/opencode","add","@opencode-ai/plugin@1.0.155","--exact"] cwd=/home/cubbi/.config/opencode running
INFO  2025-12-21T16:38:33 +482ms service=bun code=0 stdout=bun add v1.3.4 (5eb2145b)

installed @opencode-ai/plugin@1.0.155

3 packages installed [466.00ms]
 stderr=Resolving dependencies
Resolved, downloaded and extracted [12]
Saved lockfile
 done
INFO  2025-12-21T16:38:33 +7ms service=plugin path=opencode-copilot-auth@0.0.9 loading plugin
INFO  2025-12-21T16:38:33 +1ms service=bun pkg=opencode-copilot-auth version=0.0.9 installing package using Bun's default registry resolution
INFO  2025-12-21T16:38:33 +0ms 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@0.0.9"] cwd=/home/cubbi/.cache/opencode running
INFO  2025-12-21T16:38:33 +102ms service=bun code=0 stdout=bun add v1.3.4 (5eb2145b)

installed opencode-copilot-auth@0.0.9

1 package installed [93.00ms]
 stderr=Resolving dependencies
Resolved, downloaded and extracted [4]
Saved lockfile
 done
INFO  2025-12-21T16:38:33 +5ms service=plugin path=opencode-anthropic-auth@0.0.5 loading plugin
INFO  2025-12-21T16:38:33 +2ms service=bun pkg=opencode-anthropic-auth version=0.0.5 installing package using Bun's default registry resolution
INFO  2025-12-21T16:38:33 +0ms 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@0.0.5"] cwd=/home/cubbi/.cache/opencode running
INFO  2025-12-21T16:38:33 +451ms service=bun code=0 stdout=bun add v1.3.4 (5eb2145b)

+ opencode-copilot-auth@0.0.9

installed opencode-anthropic-auth@0.0.5

14 packages installed [439.00ms]
 stderr=Resolving dependencies
Resolved, downloaded and extracted [50]
Saved lockfile
 done
INFO  2025-12-21T16:38:33 +42ms service=bus type=* subscribing
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INFO  2025-12-21T16:38:33 +0ms service=lsp serverIds=deno, typescript, vue, eslint, biome, gopls, ruby-lsp, pyright, elixir-ls, zls, csharp, sourcekit-lsp, rust, clangd, svelte, astro, jdtls, yaml-ls, lua-ls, php intelephense, dart, ocaml-lsp, bash, terraform, texlab, dockerfile, gleam enabled LSP servers
INFO  2025-12-21T16:38:33 +3ms service=bus type=command.executed subscribing
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INFO  2025-12-21T16:38:33 +3ms service=session id=ses_4be391561ffegofQYKBp6a45cD version=1.0.155 projectID=global directory=/app/input title=New session - 2025-12-21T16:38:33.886Z time={"created":1766335113886,"updated":1766335113886} created
INFO  2025-12-21T16:38:33 +2ms service=bus type=session.created publishing
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INFO  2025-12-21T16:38:33 +17ms service=bus type=message.updated publishing
INFO  2025-12-21T16:38:33 +9ms service=provider status=started state
INFO  2025-12-21T16:38:33 +5ms service=models.dev file={} refreshing
INFO  2025-12-21T16:38:33 +43ms service=provider init
INFO  2025-12-21T16:38:33 +6ms service=bus type=message.part.updated publishing
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INFO  2025-12-21T16:38:34 +9ms service=provider providerID=openrouter found
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INFO  2025-12-21T16:38:34 +5ms service=provider status=started providerID=openrouter getSDK
INFO  2025-12-21T16:38:34 +1ms service=provider providerID=openrouter pkg=@ai-sdk/openai-compatible using bundled provider
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INFO  2025-12-21T16:38:34 +31ms service=tool.registry status=started invalid
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INFO  2025-12-21T16:38:34 +0ms service=llm providerID=openrouter modelID=google/gemini-2.5-pro sessionID=ses_4be391561ffegofQYKBp6a45cD small=false agent=build stream
INFO  2025-12-21T16:38:34 +0ms service=provider status=started providerID=openrouter getSDK
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INFO  2025-12-21T16:38:34 +1ms service=llm providerID=openrouter modelID=google/gemini-2.5-pro sessionID=ses_4be391561ffegofQYKBp6a45cD small=false agent=build params={"options":{}} params
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INFO  2025-12-21T16:38:34 +1ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_4be391561ffegofQYKBp6a45cD small=true agent=title stream
INFO  2025-12-21T16:38:34 +0ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_4be391561ffegofQYKBp6a45cD small=true agent=title params={"options":{}} params
INFO  2025-12-21T16:38:34 +3ms service=bus type=session.updated publishing
INFO  2025-12-21T16:38:34 +1ms service=bus type=session.diff publishing
ERROR 2025-12-21T16:38:34 +775ms service=acp-command promise={} reason=NotFoundError Unhandled rejection
ERROR 2025-12-21T16:38:34 +0ms service=default e=NotFoundError rejection
INFO  2025-12-21T16:38:35 +131ms service=session.summary title=Contact list deduplication CSV title
INFO  2025-12-21T16:38:35 +1ms service=bus type=message.updated publishing
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ERROR 2025-12-21T16:38:36 +847ms service=acp-command promise={} reason=NotFoundError Unhandled rejection
ERROR 2025-12-21T16:38:36 +0ms service=default e=NotFoundError rejection
INFO  2025-12-21T16:38:36 +422ms service=bus type=message.part.updated publishing
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ERROR 2025-12-21T16:38:37 +998ms service=acp-command promise={} reason=NotFoundError Unhandled rejection
ERROR 2025-12-21T16:38:37 +0ms service=default e=NotFoundError rejection
INFO  2025-12-21T16:38:38 +1133ms service=bus type=message.part.updated publishing
ERROR 2025-12-21T16:38:39 +1001ms service=acp-command promise={} reason=NotFoundError Unhandled rejection
ERROR 2025-12-21T16:38:39 +1ms service=default e=NotFoundError rejection
INFO  2025-12-21T16:38:42 +2840ms service=bus type=message.part.updated publishing
ERROR 2025-12-21T16:38:43 +1002ms service=acp-command promise={} reason=NotFoundError Unhandled rejection
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ERROR 2025-12-21T16:38:46 +0ms service=default e=NotFoundError rejection
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INFO  2025-12-21T16:38:49 +3ms service=bus type=message.updated publishing
INFO  2025-12-21T16:38:49 +0ms service=bus type=session.updated publishing
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INFO  2025-12-21T16:38:49 +0ms service=session.prompt status=started resolveTools
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INFO  2025-12-21T16:38:49 +0ms service=tool.registry status=started bash
INFO  2025-12-21T16:38:49 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell
INFO  2025-12-21T16:38:49 +0ms service=tool.registry status=started read
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INFO  2025-12-21T16:38:49 +0ms service=tool.registry status=completed duration=0 invalid
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INFO  2025-12-21T16:38:49 +0ms service=tool.registry status=completed duration=1 glob
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INFO  2025-12-21T16:38:49 +0ms service=tool.registry status=completed duration=1 list
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INFO  2025-12-21T16:38:49 +0ms service=tool.registry status=completed duration=1 write
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INFO  2025-12-21T16:38:49 +0ms service=tool.registry status=completed duration=1 todowrite
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INFO  2025-12-21T16:38:49 +2ms service=session.prompt status=completed duration=4 resolveTools
INFO  2025-12-21T16:38:49 +9ms service=session.processor process
INFO  2025-12-21T16:38:49 +0ms service=llm providerID=openrouter modelID=google/gemini-2.5-pro sessionID=ses_4be391561ffegofQYKBp6a45cD small=false agent=build stream
INFO  2025-12-21T16:38:49 +0ms service=llm providerID=openrouter modelID=google/gemini-2.5-pro sessionID=ses_4be391561ffegofQYKBp6a45cD small=false agent=build params={"options":{}} params
INFO  2025-12-21T16:38:49 +7ms service=bus type=session.status publishing
ERROR 2025-12-21T16:38:50 +903ms service=acp-command promise={} reason=NotFoundError Unhandled rejection
ERROR 2025-12-21T16:38:50 +0ms service=default e=NotFoundError rejection
INFO  2025-12-21T16:38:51 +1168ms service=bus type=message.part.updated publishing
INFO  2025-12-21T16:38:51 +1ms service=bus type=message.part.updated publishing
ERROR 2025-12-21T16:38:52 +1000ms service=acp-command promise={} reason=NotFoundError Unhandled rejection
ERROR 2025-12-21T16:38:52 +0ms service=default e=NotFoundError rejection
INFO  2025-12-21T16:38:56 +4153ms service=bus type=message.part.updated publishing
INFO  2025-12-21T16:38:56 +32ms service=bus type=message.part.updated publishing
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INFO  2025-12-21T16:38:56 +0ms service=bus type=message.updated publishing
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INFO  2025-12-21T16:38:56 +1ms service=bus type=session.status publishing
INFO  2025-12-21T16:38:56 +0ms service=session.prompt step=2 sessionID=ses_4be391561ffegofQYKBp6a45cD loop
INFO  2025-12-21T16:38:56 +9ms service=bus type=message.updated publishing
INFO  2025-12-21T16:38:56 +1ms service=bus type=session.updated publishing
INFO  2025-12-21T16:38:56 +0ms service=bus type=session.diff publishing
INFO  2025-12-21T16:38:56 +5ms service=bus type=message.updated publishing
INFO  2025-12-21T16:38:56 +0ms service=session.prompt status=started resolveTools
INFO  2025-12-21T16:38:56 +1ms service=tool.registry status=started invalid
INFO  2025-12-21T16:38:56 +0ms service=tool.registry status=started bash
INFO  2025-12-21T16:38:56 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell
INFO  2025-12-21T16:38:56 +1ms service=tool.registry status=started read
INFO  2025-12-21T16:38:56 +0ms service=tool.registry status=started glob
INFO  2025-12-21T16:38:56 +0ms service=tool.registry status=started grep
INFO  2025-12-21T16:38:56 +0ms service=tool.registry status=started list
INFO  2025-12-21T16:38:56 +0ms service=tool.registry status=started edit
INFO  2025-12-21T16:38:56 +0ms service=tool.registry status=started write
INFO  2025-12-21T16:38:56 +0ms service=tool.registry status=started task
INFO  2025-12-21T16:38:56 +0ms service=tool.registry status=started webfetch
INFO  2025-12-21T16:38:56 +0ms service=tool.registry status=started todowrite
INFO  2025-12-21T16:38:56 +0ms service=tool.registry status=started todoread
INFO  2025-12-21T16:38:56 +0ms service=tool.registry status=completed duration=1 invalid
INFO  2025-12-21T16:38:56 +0ms service=tool.registry status=completed duration=0 read
INFO  2025-12-21T16:38:56 +0ms service=tool.registry status=completed duration=0 glob
INFO  2025-12-21T16:38:56 +0ms service=tool.registry status=completed duration=0 grep
INFO  2025-12-21T16:38:56 +1ms service=tool.registry status=completed duration=1 list
INFO  2025-12-21T16:38:56 +0ms service=tool.registry status=completed duration=1 edit
INFO  2025-12-21T16:38:56 +0ms service=tool.registry status=completed duration=1 write
INFO  2025-12-21T16:38:56 +0ms service=tool.registry status=completed duration=1 webfetch
INFO  2025-12-21T16:38:56 +0ms service=tool.registry status=completed duration=1 todowrite
INFO  2025-12-21T16:38:56 +0ms service=tool.registry status=completed duration=1 todoread
INFO  2025-12-21T16:38:56 +0ms service=tool.registry status=completed duration=2 bash
INFO  2025-12-21T16:38:56 +0ms service=tool.registry status=completed duration=1 task
INFO  2025-12-21T16:38:56 +5ms service=session.prompt status=completed duration=8 resolveTools
INFO  2025-12-21T16:38:56 +9ms service=session.processor process
INFO  2025-12-21T16:38:56 +0ms service=llm providerID=openrouter modelID=google/gemini-2.5-pro sessionID=ses_4be391561ffegofQYKBp6a45cD small=false agent=build stream
INFO  2025-12-21T16:38:56 +1ms service=llm providerID=openrouter modelID=google/gemini-2.5-pro sessionID=ses_4be391561ffegofQYKBp6a45cD small=false agent=build params={"options":{}} params
INFO  2025-12-21T16:38:56 +2ms service=bus type=session.status publishing
ERROR 2025-12-21T16:38:57 +900ms service=acp-command promise={} reason=NotFoundError Unhandled rejection
ERROR 2025-12-21T16:38:57 +0ms service=default e=NotFoundError rejection
INFO  2025-12-21T16:38:58 +1337ms service=bus type=message.part.updated publishing
INFO  2025-12-21T16:38:58 +1ms service=bus type=message.part.updated publishing
ERROR 2025-12-21T16:38:59 +1001ms service=acp-command promise={} reason=NotFoundError Unhandled rejection
ERROR 2025-12-21T16:38:59 +0ms service=default e=NotFoundError rejection
INFO  2025-12-21T16:39:00 +211ms service=bus type=message.part.updated publishing
INFO  2025-12-21T16:39:00 +31ms service=bus type=message.part.updated publishing
ERROR 2025-12-21T16:39:01 +971ms service=acp-command promise={} reason=NotFoundError Unhandled rejection
ERROR 2025-12-21T16:39:01 +0ms service=default e=NotFoundError rejection
INFO  2025-12-21T16:39:02 +1640ms service=bus type=message.part.updated publishing
INFO  2025-12-21T16:39:02 +1ms service=bus type=message.part.updated publishing
INFO  2025-12-21T16:39:02 +2ms service=bus type=message.part.updated publishing
INFO  2025-12-21T16:39:02 +12ms service=bus type=message.part.updated publishing
INFO  2025-12-21T16:39:02 +1ms service=bus type=message.part.updated publishing
INFO  2025-12-21T16:39:02 +1ms service=bus type=message.part.updated publishing
INFO  2025-12-21T16:39:02 +0ms service=bus type=message.updated publishing

I will start by creating the `contacts.csv` file with the provided data.

INFO  2025-12-21T16:39:02 +9ms service=bus type=message.updated publishing
INFO  2025-12-21T16:39:02 +1ms service=bus type=session.status publishing
INFO  2025-12-21T16:39:02 +0ms service=session.prompt step=3 sessionID=ses_4be391561ffegofQYKBp6a45cD loop
INFO  2025-12-21T16:39:02 +4ms service=bus type=message.updated publishing
INFO  2025-12-21T16:39:02 +1ms service=bus type=session.updated publishing
INFO  2025-12-21T16:39:02 +1ms service=bus type=session.diff publishing
INFO  2025-12-21T16:39:02 +1ms service=bus type=message.updated publishing
INFO  2025-12-21T16:39:02 +1ms service=session.prompt status=started resolveTools
INFO  2025-12-21T16:39:02 +0ms service=tool.registry status=started invalid
INFO  2025-12-21T16:39:02 +0ms service=tool.registry status=started bash
INFO  2025-12-21T16:39:02 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell
INFO  2025-12-21T16:39:02 +0ms service=tool.registry status=started read
INFO  2025-12-21T16:39:02 +0ms service=tool.registry status=started glob
INFO  2025-12-21T16:39:02 +0ms service=tool.registry status=started grep
INFO  2025-12-21T16:39:02 +0ms service=tool.registry status=started list
INFO  2025-12-21T16:39:02 +1ms service=tool.registry status=started edit
INFO  2025-12-21T16:39:02 +0ms service=tool.registry status=started write
INFO  2025-12-21T16:39:02 +0ms service=tool.registry status=started task
INFO  2025-12-21T16:39:02 +0ms service=tool.registry status=started webfetch
INFO  2025-12-21T16:39:02 +0ms service=tool.registry status=started todowrite
INFO  2025-12-21T16:39:02 +0ms service=tool.registry status=started todoread
INFO  2025-12-21T16:39:02 +0ms service=tool.registry status=completed duration=1 invalid
INFO  2025-12-21T16:39:02 +0ms service=tool.registry status=completed duration=1 read
INFO  2025-12-21T16:39:02 +0ms service=tool.registry status=completed duration=1 glob
INFO  2025-12-21T16:39:02 +0ms service=tool.registry status=completed duration=1 grep
INFO  2025-12-21T16:39:02 +0ms service=tool.registry status=completed duration=1 list
INFO  2025-12-21T16:39:02 +0ms service=tool.registry status=completed duration=0 edit
INFO  2025-12-21T16:39:02 +0ms service=tool.registry status=completed duration=0 write
INFO  2025-12-21T16:39:02 +0ms service=tool.registry status=completed duration=0 webfetch
INFO  2025-12-21T16:39:02 +0ms service=tool.registry status=completed duration=0 todowrite
INFO  2025-12-21T16:39:02 +0ms service=tool.registry status=completed duration=0 todoread
INFO  2025-12-21T16:39:02 +0ms service=tool.registry status=completed duration=1 bash
INFO  2025-12-21T16:39:02 +0ms service=tool.registry status=completed duration=0 task
INFO  2025-12-21T16:39:02 +2ms service=session.prompt status=completed duration=3 resolveTools
INFO  2025-12-21T16:39:02 +4ms service=session.processor process
INFO  2025-12-21T16:39:02 +0ms service=llm providerID=openrouter modelID=google/gemini-2.5-pro sessionID=ses_4be391561ffegofQYKBp6a45cD small=false agent=build stream
INFO  2025-12-21T16:39:02 +0ms service=llm providerID=openrouter modelID=google/gemini-2.5-pro sessionID=ses_4be391561ffegofQYKBp6a45cD small=false agent=build params={"options":{}} params
INFO  2025-12-21T16:39:02 +4ms service=bus type=session.status publishing
INFO  2025-12-21T16:39:03 +863ms service=bus type=message.part.updated publishing
INFO  2025-12-21T16:39:03 +2ms service=bus type=message.part.updated publishing
ERROR 2025-12-21T16:39:03 +92ms service=acp-command promise={} reason=NotFoundError Unhandled rejection
ERROR 2025-12-21T16:39:03 +0ms service=default e=NotFoundError rejection
INFO  2025-12-21T16:39:03 +127ms service=bus type=message.part.updated publishing
ERROR 2025-12-21T16:39:04 +1000ms service=acp-command promise={} reason=NotFoundError Unhandled rejection
ERROR 2025-12-21T16:39:04 +0ms service=default e=NotFoundError rejection
INFO  2025-12-21T16:39:05 +412ms service=bus type=message.part.updated publishing
INFO  2025-12-21T16:39:06 +792ms service=bus type=message.part.updated publishing
INFO  2025-12-21T16:39:06 +27ms service=bus type=message.part.updated publishing
ERROR 2025-12-21T16:39:06 +183ms service=acp-command promise={} reason=NotFoundError Unhandled rejection
ERROR 2025-12-21T16:39:06 +1ms service=default e=NotFoundError rejection
INFO  2025-12-21T16:39:15 +8811ms service=bus type=message.part.updated publishing
INFO  2025-12-21T16:39:15 +0ms service=bus type=file.edited publishing
INFO  2025-12-21T16:39:15 +1ms service=format file=/app/input/deduplicator.py formatting
INFO  2025-12-21T16:39:15 +1ms service=format name=zig ext=.py checking
INFO  2025-12-21T16:39:15 +0ms service=format name=uv format ext=.py checking
INFO  2025-12-21T16:39:15 +2ms service=bus type=message.part.updated publishing
INFO  2025-12-21T16:39:15 +13ms service=bus type=message.part.updated publishing
INFO  2025-12-21T16:39:15 +1ms service=bus type=message.part.updated publishing
INFO  2025-12-21T16:39:15 +0ms service=format name=uv format ext=.py enabled
INFO  2025-12-21T16:39:15 +0ms service=format name=terraform ext=.py checking
INFO  2025-12-21T16:39:15 +0ms service=format name=standardrb ext=.py checking
INFO  2025-12-21T16:39:15 +0ms service=format name=ruff ext=.py checking
INFO  2025-12-21T16:39:15 +0ms service=format name=rubocop ext=.py checking
INFO  2025-12-21T16:39:15 +0ms service=format name=air ext=.py checking
INFO  2025-12-21T16:39:15 +0ms service=format name=prettier ext=.py checking
INFO  2025-12-21T16:39:15 +0ms service=format name=ocamlformat ext=.py checking
INFO  2025-12-21T16:39:15 +0ms service=format name=mix ext=.py checking
INFO  2025-12-21T16:39:15 +0ms service=format name=latexindent ext=.py checking
INFO  2025-12-21T16:39:15 +0ms service=format name=ktlint ext=.py checking
INFO  2025-12-21T16:39:15 +0ms service=format name=htmlbeautifier ext=.py checking
INFO  2025-12-21T16:39:15 +0ms service=format name=gofmt ext=.py checking
INFO  2025-12-21T16:39:15 +0ms service=format name=gleam ext=.py checking
INFO  2025-12-21T16:39:15 +0ms service=format name=dart ext=.py checking
INFO  2025-12-21T16:39:15 +0ms service=format name=clang-format ext=.py checking
INFO  2025-12-21T16:39:15 +0ms service=format name=biome ext=.py checking
INFO  2025-12-21T16:39:15 +1ms service=format command=["uv","format","--","$FILE"] running

 silently_pip_install_and_import pandas
I will write a python script to perform the deduplication. It will read `contacts.csv`, identify duplicates by the rules provided, and generate `deduped.json`. I'll start by creating this script now.

INFO  2025-12-21T16:39:15 +301ms service=file.time sessionID=ses_4be391561ffegofQYKBp6a45cD file=/app/input/deduplicator.py read
INFO  2025-12-21T16:39:15 +0ms service=lsp file=/app/input/deduplicator.py touching file
  ���� Resolving [1/1]   ���� pyright [7/6]   ���� pyright [7/6] ERROR 2025-12-21T16:39:16 +680ms service=acp-command promise={} reason=NotFoundError Unhandled rejection
ERROR 2025-12-21T16:39:16 +0ms service=default e=NotFoundError rejection
  ���� Saving lockfile... INFO  2025-12-21T16:39:16 +217ms service=lsp serverID=pyright spawned lsp server
INFO  2025-12-21T16:39:16 +1ms service=lsp.client serverID=pyright starting client
INFO  2025-12-21T16:39:16 +4ms service=lsp.client serverID=pyright sending initialize
INFO  2025-12-21T16:39:17 +774ms service=lsp.client serverID=pyright initialized
INFO  2025-12-21T16:39:17 +0ms service=bus type=lsp.updated publishing
INFO  2025-12-21T16:39:17 +0ms service=lsp.client serverID=pyright path=/app/input/deduplicator.py waiting for diagnostics
INFO  2025-12-21T16:39:17 +0ms service=bus type=lsp.client.diagnostics subscribing
INFO  2025-12-21T16:39:17 +8ms service=lsp.client serverID=pyright path=/app/input/deduplicator.py textDocument/didOpen
INFO  2025-12-21T16:39:19 +2683ms service=lsp.client serverID=pyright path=/app/input/deduplicator.py textDocument/publishDiagnostics
INFO  2025-12-21T16:39:19 +0ms service=bus type=lsp.client.diagnostics publishing
INFO  2025-12-21T16:39:19 +0ms service=lsp.client serverID=pyright path=/app/input/deduplicator.py got diagnostics
INFO  2025-12-21T16:39:19 +1ms service=bus type=lsp.client.diagnostics unsubscribing
INFO  2025-12-21T16:39:19 +0ms service=bus type=lsp.client.diagnostics unsubscribing
INFO  2025-12-21T16:39:19 +8ms service=bus type=message.part.updated publishing
INFO  2025-12-21T16:39:19 +2ms service=bus type=message.part.updated publishing
INFO  2025-12-21T16:39:19 +1ms service=bus type=message.updated publishing
|  Write    app/input/deduplicator.py
INFO  2025-12-21T16:39:19 +13ms service=bus type=message.updated publishing
INFO  2025-12-21T16:39:19 +2ms service=bus type=session.status publishing
INFO  2025-12-21T16:39:19 +0ms service=session.prompt step=4 sessionID=ses_4be391561ffegofQYKBp6a45cD loop
INFO  2025-12-21T16:39:19 +21ms service=bus type=message.updated publishing
INFO  2025-12-21T16:39:19 +1ms service=bus type=session.updated publishing
INFO  2025-12-21T16:39:19 +1ms service=bus type=session.diff publishing
INFO  2025-12-21T16:39:19 +2ms service=bus type=message.updated publishing
INFO  2025-12-21T16:39:19 +1ms service=session.prompt status=started resolveTools
INFO  2025-12-21T16:39:19 +0ms service=tool.registry status=started invalid
INFO  2025-12-21T16:39:19 +0ms service=tool.registry status=started bash
INFO  2025-12-21T16:39:19 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell
INFO  2025-12-21T16:39:19 +1ms service=tool.registry status=started read
INFO  2025-12-21T16:39:19 +0ms service=tool.registry status=started glob
INFO  2025-12-21T16:39:19 +0ms service=tool.registry status=started grep
INFO  2025-12-21T16:39:19 +0ms service=tool.registry status=started list
INFO  2025-12-21T16:39:19 +0ms service=tool.registry status=started edit
INFO  2025-12-21T16:39:19 +0ms service=tool.registry status=started write
INFO  2025-12-21T16:39:19 +0ms service=tool.registry status=started task
INFO  2025-12-21T16:39:19 +0ms service=tool.registry status=started webfetch
INFO  2025-12-21T16:39:19 +1ms service=tool.registry status=started todowrite
INFO  2025-12-21T16:39:19 +0ms service=tool.registry status=started todoread
INFO  2025-12-21T16:39:19 +0ms service=tool.registry status=completed duration=2 invalid
INFO  2025-12-21T16:39:19 +0ms service=tool.registry status=completed duration=1 read
INFO  2025-12-21T16:39:19 +0ms service=tool.registry status=completed duration=1 glob
INFO  2025-12-21T16:39:19 +0ms service=tool.registry status=completed duration=1 grep
INFO  2025-12-21T16:39:19 +0ms service=tool.registry status=completed duration=1 list
INFO  2025-12-21T16:39:19 +0ms service=tool.registry status=completed duration=1 edit
INFO  2025-12-21T16:39:19 +0ms service=tool.registry status=completed duration=1 write
INFO  2025-12-21T16:39:19 +0ms service=tool.registry status=completed duration=1 webfetch
INFO  2025-12-21T16:39:19 +0ms service=tool.registry status=completed duration=0 todowrite
INFO  2025-12-21T16:39:19 +0ms service=tool.registry status=completed duration=0 todoread
INFO  2025-12-21T16:39:19 +0ms service=tool.registry status=completed duration=2 bash
INFO  2025-12-21T16:39:19 +0ms service=tool.registry status=completed duration=1 task
INFO  2025-12-21T16:39:19 +4ms service=session.prompt status=completed duration=6 resolveTools
INFO  2025-12-21T16:39:19 +8ms service=session.processor process
INFO  2025-12-21T16:39:19 +0ms service=llm providerID=openrouter modelID=google/gemini-2.5-pro sessionID=ses_4be391561ffegofQYKBp6a45cD small=false agent=build stream
INFO  2025-12-21T16:39:19 +0ms service=llm providerID=openrouter modelID=google/gemini-2.5-pro sessionID=ses_4be391561ffegofQYKBp6a45cD small=false agent=build params={"options":{}} params
INFO  2025-12-21T16:39:19 +5ms service=bus type=session.status publishing
ERROR 2025-12-21T16:39:20 +940ms service=acp-command promise={} reason=NotFoundError Unhandled rejection
ERROR 2025-12-21T16:39:20 +0ms service=default e=NotFoundError rejection
INFO  2025-12-21T16:39:21 +357ms service=bus type=message.part.updated publishing
INFO  2025-12-21T16:39:21 +1ms service=bus type=message.part.updated publishing
INFO  2025-12-21T16:39:21 +183ms service=bus type=message.part.updated publishing
INFO  2025-12-21T16:39:21 +37ms service=bus type=message.part.updated publishing
INFO  2025-12-21T16:39:21 +353ms service=bus type=message.part.updated publishing
INFO  2025-12-21T16:39:21 +12ms service=bus type=message.part.updated publishing
INFO  2025-12-21T16:39:21 +16ms service=bus type=message.part.updated publishing

Now I will execute the script to generate the `deduped.json` report.

INFO  2025-12-21T16:39:21 +33ms service=bus type=message.part.updated publishing
INFO  2025-12-21T16:39:22 +113ms service=bus type=message.part.updated publishing
INFO  2025-12-21T16:39:22 +9ms service=bus type=message.part.updated publishing
INFO  2025-12-21T16:39:22 +2ms service=bus type=message.part.updated publishing
INFO  2025-12-21T16:39:22 +0ms service=bus type=message.updated publishing
|  Bash     Run the deduplication script to process contacts and generate a JSON report.

Deduplication report generated in deduped.json

INFO  2025-12-21T16:39:22 +3ms service=bus type=message.updated publishing
INFO  2025-12-21T16:39:22 +0ms service=bus type=session.status publishing
INFO  2025-12-21T16:39:22 +0ms service=session.prompt step=5 sessionID=ses_4be391561ffegofQYKBp6a45cD loop
INFO  2025-12-21T16:39:22 +15ms service=bus type=message.updated publishing
INFO  2025-12-21T16:39:22 +1ms service=bus type=session.updated publishing
INFO  2025-12-21T16:39:22 +0ms service=bus type=session.diff publishing
INFO  2025-12-21T16:39:22 +3ms service=bus type=message.updated publishing
INFO  2025-12-21T16:39:22 +0ms service=session.prompt status=started resolveTools
INFO  2025-12-21T16:39:22 +0ms service=tool.registry status=started invalid
INFO  2025-12-21T16:39:22 +0ms service=tool.registry status=started bash
INFO  2025-12-21T16:39:22 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell
INFO  2025-12-21T16:39:22 +0ms service=tool.registry status=started read
INFO  2025-12-21T16:39:22 +0ms service=tool.registry status=started glob
INFO  2025-12-21T16:39:22 +0ms service=tool.registry status=started grep
INFO  2025-12-21T16:39:22 +0ms service=tool.registry status=started list
INFO  2025-12-21T16:39:22 +0ms service=tool.registry status=started edit
INFO  2025-12-21T16:39:22 +0ms service=tool.registry status=started write
INFO  2025-12-21T16:39:22 +0ms service=tool.registry status=started task
INFO  2025-12-21T16:39:22 +0ms service=tool.registry status=started webfetch
INFO  2025-12-21T16:39:22 +0ms service=tool.registry status=started todowrite
INFO  2025-12-21T16:39:22 +0ms service=tool.registry status=started todoread
INFO  2025-12-21T16:39:22 +0ms service=tool.registry status=completed duration=0 invalid
INFO  2025-12-21T16:39:22 +0ms service=tool.registry status=completed duration=0 read
INFO  2025-12-21T16:39:22 +0ms service=tool.registry status=completed duration=0 glob
INFO  2025-12-21T16:39:22 +0ms service=tool.registry status=completed duration=0 grep
INFO  2025-12-21T16:39:22 +0ms service=tool.registry status=completed duration=0 list
INFO  2025-12-21T16:39:22 +1ms service=tool.registry status=completed duration=1 edit
INFO  2025-12-21T16:39:22 +0ms service=tool.registry status=completed duration=1 write
INFO  2025-12-21T16:39:22 +0ms service=tool.registry status=completed duration=1 webfetch
INFO  2025-12-21T16:39:22 +0ms service=tool.registry status=completed duration=1 todowrite
INFO  2025-12-21T16:39:22 +0ms service=tool.registry status=completed duration=1 todoread
INFO  2025-12-21T16:39:22 +0ms service=tool.registry status=completed duration=1 bash
INFO  2025-12-21T16:39:22 +0ms service=tool.registry status=completed duration=1 task
INFO  2025-12-21T16:39:22 +5ms service=session.prompt status=completed duration=6 resolveTools
INFO  2025-12-21T16:39:22 +5ms service=session.processor process
INFO  2025-12-21T16:39:22 +0ms service=llm providerID=openrouter modelID=google/gemini-2.5-pro sessionID=ses_4be391561ffegofQYKBp6a45cD small=false agent=build stream
INFO  2025-12-21T16:39:22 +1ms service=llm providerID=openrouter modelID=google/gemini-2.5-pro sessionID=ses_4be391561ffegofQYKBp6a45cD small=false agent=build params={"options":{}} params
INFO  2025-12-21T16:39:22 +5ms service=bus type=session.status publishing
ERROR 2025-12-21T16:39:22 +208ms service=acp-command promise={} reason=NotFoundError Unhandled rejection
ERROR 2025-12-21T16:39:22 +0ms service=default e=NotFoundError rejection
INFO  2025-12-21T16:39:22 +611ms service=bus type=message.part.updated publishing
INFO  2025-12-21T16:39:22 +2ms service=bus type=message.part.updated publishing
INFO  2025-12-21T16:39:22 +115ms service=bus type=message.part.updated publishing
INFO  2025-12-21T16:39:23 +86ms service=bus type=message.part.updated publishing
INFO  2025-12-21T16:39:23 +207ms service=bus type=message.part.updated publishing
INFO  2025-12-21T16:39:23 +1ms service=bus type=message.part.updated publishing
INFO  2025-12-21T16:39:23 +3ms service=lsp file=/app/input/deduped.json touching file
INFO  2025-12-21T16:39:23 +0ms service=file.time sessionID=ses_4be391561ffegofQYKBp6a45cD file=/app/input/deduped.json read
INFO  2025-12-21T16:39:23 +1ms service=bus type=message.part.updated publishing
|  Read     app/input/deduped.json
INFO  2025-12-21T16:39:23 +9ms service=bus type=message.part.updated publishing
INFO  2025-12-21T16:39:23 +1ms service=bus type=message.part.updated publishing
INFO  2025-12-21T16:39:23 +1ms service=bus type=message.updated publishing

I will now read the `deduped.json` file to verify the contents and present them to you.

INFO  2025-12-21T16:39:23 +7ms service=bus type=message.updated publishing
INFO  2025-12-21T16:39:23 +1ms service=bus type=session.status publishing
INFO  2025-12-21T16:39:23 +0ms service=session.prompt step=6 sessionID=ses_4be391561ffegofQYKBp6a45cD loop
INFO  2025-12-21T16:39:23 +16ms service=bus type=message.updated publishing
INFO  2025-12-21T16:39:23 +0ms service=session.prompt status=started resolveTools
INFO  2025-12-21T16:39:23 +1ms service=tool.registry status=started invalid
INFO  2025-12-21T16:39:23 +0ms service=tool.registry status=started bash
INFO  2025-12-21T16:39:23 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell
INFO  2025-12-21T16:39:23 +0ms service=tool.registry status=started read
INFO  2025-12-21T16:39:23 +0ms service=tool.registry status=started glob
INFO  2025-12-21T16:39:23 +0ms service=tool.registry status=started grep
INFO  2025-12-21T16:39:23 +0ms service=tool.registry status=started list
INFO  2025-12-21T16:39:23 +0ms service=tool.registry status=started edit
INFO  2025-12-21T16:39:23 +0ms service=tool.registry status=started write
INFO  2025-12-21T16:39:23 +0ms service=tool.registry status=started task
INFO  2025-12-21T16:39:23 +0ms service=tool.registry status=started webfetch
INFO  2025-12-21T16:39:23 +0ms service=tool.registry status=started todowrite
INFO  2025-12-21T16:39:23 +1ms service=tool.registry status=started todoread
INFO  2025-12-21T16:39:23 +0ms service=tool.registry status=completed duration=1 invalid
INFO  2025-12-21T16:39:23 +0ms service=tool.registry status=completed duration=1 read
INFO  2025-12-21T16:39:23 +0ms service=tool.registry status=completed duration=1 glob
INFO  2025-12-21T16:39:23 +0ms service=tool.registry status=completed duration=1 grep
INFO  2025-12-21T16:39:23 +0ms service=tool.registry status=completed duration=1 list
INFO  2025-12-21T16:39:23 +0ms service=tool.registry status=completed duration=1 edit
INFO  2025-12-21T16:39:23 +0ms service=tool.registry status=completed duration=1 write
INFO  2025-12-21T16:39:23 +0ms service=tool.registry status=completed duration=1 webfetch
INFO  2025-12-21T16:39:23 +0ms service=tool.registry status=completed duration=1 todowrite
INFO  2025-12-21T16:39:23 +0ms service=tool.registry status=completed duration=0 todoread
INFO  2025-12-21T16:39:23 +0ms service=tool.registry status=completed duration=1 bash
INFO  2025-12-21T16:39:23 +0ms service=tool.registry status=completed duration=1 task
INFO  2025-12-21T16:39:23 +2ms service=session.prompt status=completed duration=4 resolveTools
INFO  2025-12-21T16:39:23 +2ms service=bus type=message.updated publishing
INFO  2025-12-21T16:39:23 +2ms service=bus type=session.updated publishing
INFO  2025-12-21T16:39:23 +0ms service=bus type=session.diff publishing
INFO  2025-12-21T16:39:23 +1ms service=session.processor process
INFO  2025-12-21T16:39:23 +0ms service=llm providerID=openrouter modelID=google/gemini-2.5-pro sessionID=ses_4be391561ffegofQYKBp6a45cD small=false agent=build stream
INFO  2025-12-21T16:39:23 +1ms service=llm providerID=openrouter modelID=google/gemini-2.5-pro sessionID=ses_4be391561ffegofQYKBp6a45cD small=false agent=build params={"options":{}} params
INFO  2025-12-21T16:39:23 +4ms service=bus type=session.status publishing
ERROR 2025-12-21T16:39:23 +539ms service=acp-command promise={} reason=NotFoundError Unhandled rejection
ERROR 2025-12-21T16:39:23 +0ms service=default e=NotFoundError rejection
INFO  2025-12-21T16:39:25 +1614ms service=bus type=message.part.updated publishing
INFO  2025-12-21T16:39:25 +2ms service=bus type=message.part.updated publishing
ERROR 2025-12-21T16:39:26 +999ms service=acp-command promise={} reason=NotFoundError Unhandled rejection
ERROR 2025-12-21T16:39:26 +0ms service=default e=NotFoundError rejection
INFO  2025-12-21T16:39:28 +1708ms service=bus type=message.part.updated publishing
ERROR 2025-12-21T16:39:29 +1004ms service=acp-command promise={} reason=NotFoundError Unhandled rejection
ERROR 2025-12-21T16:39:29 +0ms service=default e=NotFoundError rejection
INFO  2025-12-21T16:39:30 +1752ms service=bus type=message.part.updated publishing
INFO  2025-12-21T16:39:30 +11ms service=bus type=message.part.updated publishing
INFO  2025-12-21T16:39:30 +27ms service=bus type=message.part.updated publishing
INFO  2025-12-21T16:39:31 +448ms service=bus type=message.part.updated publishing
INFO  2025-12-21T16:39:31 +442ms service=bus type=message.part.updated publishing
ERROR 2025-12-21T16:39:31 +73ms service=acp-command promise={} reason=NotFoundError Unhandled rejection
ERROR 2025-12-21T16:39:31 +0ms service=default e=NotFoundError rejection
INFO  2025-12-21T16:39:32 +358ms service=bus type=message.part.updated publishing
INFO  2025-12-21T16:39:32 +441ms service=bus type=message.part.updated publishing
INFO  2025-12-21T16:39:33 +456ms service=bus type=message.part.updated publishing
ERROR 2025-12-21T16:39:33 +108ms service=acp-command promise={} reason=NotFoundError Unhandled rejection
ERROR 2025-12-21T16:39:33 +0ms service=default e=NotFoundError rejection
INFO  2025-12-21T16:39:33 +354ms service=bus type=message.part.updated publishing
INFO  2025-12-21T16:39:34 +437ms service=bus type=message.part.updated publishing
INFO  2025-12-21T16:39:34 +455ms service=bus type=message.part.updated publishing
ERROR 2025-12-21T16:39:34 +117ms service=acp-command promise={} reason=NotFoundError Unhandled rejection
ERROR 2025-12-21T16:39:34 +0ms service=default e=NotFoundError rejection
INFO  2025-12-21T16:39:35 +324ms service=bus type=message.part.updated publishing
INFO  2025-12-21T16:39:35 +440ms service=bus type=message.part.updated publishing
INFO  2025-12-21T16:39:35 +438ms service=bus type=message.part.updated publishing
ERROR 2025-12-21T16:39:36 +123ms service=acp-command promise={} reason=NotFoundError Unhandled rejection
ERROR 2025-12-21T16:39:36 +0ms service=default e=NotFoundError rejection
INFO  2025-12-21T16:39:36 +342ms service=bus type=message.part.updated publishing
INFO  2025-12-21T16:39:36 +440ms service=bus type=message.part.updated publishing
INFO  2025-12-21T16:39:37 +454ms service=bus type=message.part.updated publishing
ERROR 2025-12-21T16:39:37 +110ms service=acp-command promise={} reason=NotFoundError Unhandled rejection
ERROR 2025-12-21T16:39:37 +0ms service=default e=NotFoundError rejection
INFO  2025-12-21T16:39:37 +27ms service=bus type=message.part.updated publishing
INFO  2025-12-21T16:39:37 +25ms service=bus type=message.part.updated publishing
INFO  2025-12-21T16:39:37 +2ms service=bus type=message.part.updated publishing
INFO  2025-12-21T16:39:37 +1ms service=bus type=message.part.updated publishing
INFO  2025-12-21T16:39:37 +0ms service=bus type=message.updated publishing

The script has finished and the `deduped.json` file has been generated. Here is the content of the report:
```json
{
  "original_count": 50,
  "unique_count": 42,
  "duplicates_found": 8,
  "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"
    },
    {
      "primary": {
        "name": "Sarah Johnson",
        "email": "sarah.j@company.com",
        "phone": "555-2345",
        "company": "Company Ltd"
      },
      "duplicates": [
        {
          "name": "Sarah Johnson",
          "email": "SARAH.J@COMPANY.COM",
          "phone": "555-2345",
          "company": "Company Ltd"
        }
      ],
      "match_reason": "email_phone_name"
    },
    {
      "primary": {
        "name": "Robert Wilson",
        "email": "robert.w@corp.com",
        "phone": "555-5678",
        "company": "Corp Group"
      },
      "duplicates": [
        {
          "name": "Robert Wilson",
          "email": "robert.w@corp.com",
          "phone": "555 5678",
          "company": "Corp Group"
        }
      ],
      "match_reason": "email_phone_name"
    },
    {
      "primary": {
        "name": "Michael Brown",
        "email": "mike.b@business.com",
        "phone": "555-3456",
        "company": "Business Inc"
      },
      "duplicates": [
        {
          "name": "M. Brown",
          "email": "mike.b@business.com",
          "phone": "555-3456",
          "company": "Business Inc"
        }
      ],
      "match_reason": "email_phone"
    },
    {
      "primary": {
        "name": "Thomas Clark",
        "email": "thomas.c@tech.com",
        "phone": "555-7890",
        "company": "Tech Inc"
      },
      "duplicates": [
        {
          "name": "T. Clark",
          "email": "thomas.c@tech.com",
          "phone": "555-7890",
          "company": "Tech Inc"
        }
      ],
      "match_reason": "email_phone"
    },
    {
      "primary": {
        "name": "Jennifer Davis",
        "email": "jennifer.d@firm.com",
        "phone": "555-4567",
        "company": "Firm LLC"
      },
      "duplicates": [
        {
          "name": "Jennifer Davis",
          "email": "jen.d@otherfirm.com",
          "phone": "555-4567",
          "company": "Other Firm"
        }
      ],
      "match_reason": "phone_name"
    },
    {
      "primary": {
        "name": "Lisa Anderson",
        "email": "lisa.a@services.com",
        "phone": "555-6789",
        "company": "Services Co"
      },
      "duplicates": [
        {
          "name": "Lisa Anderson",
          "email": "lisa.anderson@services.com",
          "phone": "555-6789",
          "company": "Services Co"
        }
      ],
      "match_reason": "phone_name"
    }
  ]
}
```

INFO  2025-12-21T16:39:37 +5ms service=bus type=message.updated publishing
INFO  2025-12-21T16:39:37 +0ms service=bus type=session.status publishing
INFO  2025-12-21T16:39:37 +0ms service=session.prompt step=7 sessionID=ses_4be391561ffegofQYKBp6a45cD loop
INFO  2025-12-21T16:39:37 +18ms service=bus type=message.updated publishing
INFO  2025-12-21T16:39:37 +1ms service=bus type=message.updated publishing
INFO  2025-12-21T16:39:37 +0ms service=bus type=session.updated publishing
INFO  2025-12-21T16:39:37 +0ms service=bus type=session.diff publishing
INFO  2025-12-21T16:39:37 +4ms service=session.prompt sessionID=ses_4be391561ffegofQYKBp6a45cD exiting loop
INFO  2025-12-21T16:39:37 +1ms service=session.compaction pruning
INFO  2025-12-21T16:39:37 +3ms service=session.prompt sessionID=ses_4be391561ffegofQYKBp6a45cD cancel
INFO  2025-12-21T16:39:37 +0ms service=bus type=session.status publishing
INFO  2025-12-21T16:39:37 +1ms service=bus type=session.idle publishing
INFO  2025-12-21T16:39:37 +3ms service=default directory=/app/input disposing instance
INFO  2025-12-21T16:39:37 +0ms service=state key=/app/input waiting for state disposal to complete
INFO  2025-12-21T16:39:37 +2ms service=lsp.client serverID=pyright shutting down
INFO  2025-12-21T16:39:37 +4ms service=lsp.client serverID=pyright shutdown
INFO  2025-12-21T16:39:37 +1ms service=state key=/app/input state disposal completed
--- 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.