/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_20260112_150043/task11_relationship_classifier/openrouter-anthropic-claude-opus-4.5/workspace to /app No project_name provided - skipping configuration directory setup. Session created successfully! Session ID: 322e6533 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 151 models to OpenCode configuration Added openrouter standard provider with 348 models to OpenCode configuration Set default model to openrouter/anthropic/claude-opus-4.5 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 --- TASK BEGIN --- # Relationship Classifier Task You are given a relationship classification prompt and a set of test cases. Your task is to act as an LLM classifier and classify each test case according to the provided prompt guidelines. ## Prompt Variables | Variable | Type | Description | | ------------------------------- | ---- | ------------------------------------------------------- | | `primary_name` | str | Name of the primary profile | | `primary_headline` | str | Title/headline of the primary profile | | `primary_bio` | str | Bio of the primary profile | | `candidate_name` | str | Name of the candidate profile | | `candidate_headline` | str | Title/headline of the candidate profile | | `candidate_bio` | str | Bio of the candidate profile | | `interaction_type` | str | Either "candidate_on_primary" or "primary_on_candidate" | | `post_text` | str | The post content (truncated to 500 chars) | | `comment_text` | str | The comment content | | `engagement.totalReactionCount` | int | Number of reactions on the post | | `engagement.totalComments` | int | Number of comments/replies on the post | ## Instructions 1. Read the `classifier_prompt.md` file to understand the classification criteria 2. Read the `test_cases.json` file containing 20 LinkedIn interaction scenarios 3. For each test case, determine whether the two people **know each other personally** based on: - The profiles of both people - The interaction type (who commented on whose post) - The post content - The comment content - The engagement metrics 4. Output your classifications to a file named `results.json` with the following format: ```json { "classifications": [ {"case_index": 0, "knows_each_other": true}, {"case_index": 1, "knows_each_other": false}, ... ] } ``` The `case_index` should match the index of each test case in the `test_cases.json` array (0-indexed). ## Key Classification Guidelines (from the prompt) **Strong Evidence (suggests they know each other):** - Personal familiarity in tone or language - References to shared experiences, meetings, or conversations - Inside jokes or personal nicknames - Mentions of non-work related interactions - Direct personal questions or congratulations - Collaborative language suggesting ongoing relationship **Weak Evidence (suggests they might NOT know each other):** - Generic professional comments ("Great post!", "Thanks for sharing") - Purely transactional or informational exchanges - Formal, distant tone - No personalization or specific references Be objective and evidence-based. Professional courtesy does NOT equal personal connection. PS: You are currently working in an automated system and cannot ask any questions or have back and forth with a user. --- TASK END --- INFO 2026-01-12T15:06:35 +534ms service=default version=1.0.212 args=["run","--print-logs"] opencode INFO 2026-01-12T15:06:35 +3ms service=default directory=/app/input creating instance INFO 2026-01-12T15:06:35 +1ms service=project directory=/app/input fromDirectory INFO 2026-01-12T15:06:35 +5ms service=storage index=0 running migration ERROR 2026-01-12T15:06:35 +2ms service=storage index=0 failed to run migration INFO 2026-01-12T15:06:35 +0ms service=storage index=1 running migration INFO 2026-01-12T15:06:35 +4ms service=default directory=/app/input bootstrapping INFO 2026-01-12T15:06:35 +4ms service=config path=/home/cubbi/.config/opencode/config.json loading INFO 2026-01-12T15:06:35 +40ms service=config path=/home/cubbi/.config/opencode/opencode.json loading INFO 2026-01-12T15:06:35 +6ms service=config path=/home/cubbi/.config/opencode/opencode.jsonc loading INFO 2026-01-12T15:06:35 +6ms service=bun cmd=["/opt/node/lib/node_modules/opencode-ai/node_modules/opencode-linux-x64/bin/opencode","add","@opencode-ai/plugin@1.0.212","--exact"] cwd=/home/cubbi/.config/opencode running INFO 2026-01-12T15:06:36 +461ms service=bun code=0 stdout=bun add v1.3.5 (1e86cebd) installed @opencode-ai/plugin@1.0.212 3 packages installed [446.00ms] stderr=Resolving dependencies Resolved, downloaded and extracted [12] Saved lockfile done INFO 2026-01-12T15:06:36 +0ms service=bun cmd=["/opt/node/lib/node_modules/opencode-ai/node_modules/opencode-linux-x64/bin/opencode","install"] cwd=/home/cubbi/.config/opencode running INFO 2026-01-12T15:06:36 +11ms service=bun code=0 stdout=bun install v1.3.5 (1e86cebd) Checked 3 installs across 4 packages (no changes) [3.00ms] stderr= done INFO 2026-01-12T15:06:36 +5ms service=plugin path=opencode-copilot-auth@0.0.9 loading plugin INFO 2026-01-12T15:06:36 +1ms service=bun pkg=opencode-copilot-auth version=0.0.9 installing package using Bun's default registry resolution INFO 2026-01-12T15:06:36 +1ms 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 2026-01-12T15:06:36 +92ms service=bun code=0 stdout=bun add v1.3.5 (1e86cebd) installed opencode-copilot-auth@0.0.9 1 package installed [86.00ms] stderr=Resolving dependencies Resolved, downloaded and extracted [4] Saved lockfile done INFO 2026-01-12T15:06:36 +2ms service=plugin path=opencode-anthropic-auth@0.0.5 loading plugin INFO 2026-01-12T15:06:36 +0ms service=bun pkg=opencode-anthropic-auth version=0.0.5 installing package using Bun's default registry resolution INFO 2026-01-12T15:06:36 +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 2026-01-12T15:06:37 +1214ms service=bun code=0 stdout=bun add v1.3.5 (1e86cebd) + opencode-copilot-auth@0.0.9 installed opencode-anthropic-auth@0.0.5 14 packages installed [1204.00ms] stderr=Resolving dependencies Resolved, downloaded and extracted [50] Saved lockfile done INFO 2026-01-12T15:06:37 +43ms service=bus type=* subscribing INFO 2026-01-12T15:06:37 +0ms service=bus type=session.updated subscribing INFO 2026-01-12T15:06:37 +0ms service=bus type=message.updated subscribing INFO 2026-01-12T15:06:37 +0ms service=bus type=message.part.updated subscribing INFO 2026-01-12T15:06:37 +0ms service=bus type=session.updated subscribing INFO 2026-01-12T15:06:37 +0ms service=bus type=message.updated subscribing INFO 2026-01-12T15:06:37 +0ms service=bus 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service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-12T15:06:41 +0ms service=default e=NotFoundError rejection INFO 2026-01-12T15:06:41 +3ms service=session.processor process INFO 2026-01-12T15:06:41 +2ms service=llm providerID=openrouter modelID=anthropic/claude-opus-4.5 sessionID=ses_44d4159f1ffengsguhieVMEsQI small=false agent=build stream INFO 2026-01-12T15:06:41 +1ms service=llm providerID=openrouter modelID=anthropic/claude-opus-4.5 sessionID=ses_44d4159f1ffengsguhieVMEsQI small=false agent=build params={"options":{}} params INFO 2026-01-12T15:06:41 +10ms service=bus type=session.status publishing INFO 2026-01-12T15:06:42 +1638ms service=session.summary title=Classifying LinkedIn relationships title INFO 2026-01-12T15:06:42 +0ms service=bus type=message.updated publishing ERROR 2026-01-12T15:06:43 +1008ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-12T15:06:43 +1ms service=default e=NotFoundError 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service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:44 +77ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:44 +1ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:44 +79ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:44 +1ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:44 +74ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:44 +78ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:44 +2ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:44 +79ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:44 +3ms service=bus type=message.part.updated publishing ERROR 2026-01-12T15:06:44 +73ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-12T15:06:44 +0ms service=default e=NotFoundError rejection INFO 2026-01-12T15:06:44 +9ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:45 +83ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:45 +1ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:45 +61ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:45 +80ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:45 +1ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:45 +79ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:45 +0ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:45 +76ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:45 +97ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:45 +1ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:45 +58ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:45 +78ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:45 +73ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:45 +76ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:45 +75ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:45 +1ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:45 +81ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:45 +70ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:45 +0ms service=bus type=message.part.updated publishing ERROR 2026-01-12T15:06:45 +14ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-12T15:06:45 +0ms service=default e=NotFoundError rejection INFO 2026-01-12T15:06:46 +59ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:46 +75ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:46 +4ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:46 +75ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:46 +87ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:46 +1ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:46 +60ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:46 +7ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:46 +67ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:46 +78ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:46 +1ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:46 +74ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:46 +83ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:46 +0ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:46 +66ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:46 +78ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:46 +3ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:46 +84ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:46 +1ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:46 +59ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:47 +77ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:47 +1ms service=bus type=message.part.updated publishing ERROR 2026-01-12T15:06:47 +20ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-12T15:06:47 +0ms service=default e=NotFoundError rejection INFO 2026-01-12T15:06:47 +4ms service=session.summary title=Classifying LinkedIn personal connections title INFO 2026-01-12T15:06:47 +3ms service=bus type=message.updated publishing INFO 2026-01-12T15:06:47 +46ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:47 +73ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:47 +3ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:47 +75ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:47 +76ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:47 +1ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:47 +75ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:47 +74ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:47 +72ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:47 +153ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:47 +1ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:47 +77ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:47 +1ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:47 +69ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:47 +83ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:47 +3ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:47 +66ms service=bus type=message.part.updated publishing ERROR 2026-01-12T15:06:48 +53ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-12T15:06:48 +0ms service=default e=NotFoundError rejection INFO 2026-01-12T15:06:48 +24ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:48 +1ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:48 +63ms service=bus type=session.updated publishing INFO 2026-01-12T15:06:48 +9ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:48 +82ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:48 +4ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:48 +64ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:48 +75ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:48 +1ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:48 +77ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:48 +1ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:48 +67ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:48 +84ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:48 +2ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:48 +65ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:48 +78ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:48 +1ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:48 +76ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:48 +87ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:48 +0ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:48 +65ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:49 +75ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:49 +1ms service=bus type=message.part.updated publishing ERROR 2026-01-12T15:06:49 +30ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-12T15:06:49 +0ms service=default e=NotFoundError rejection INFO 2026-01-12T15:06:49 +124ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:49 +0ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:49 +68ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:49 +72ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:49 +2ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:49 +73ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:49 +76ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:49 +1ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:49 +72ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:49 +79ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:49 +3ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:49 +85ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:49 +0ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:49 +63ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:49 +74ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:49 +1ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:49 +76ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:50 +80ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:50 +3ms service=bus type=message.part.updated publishing ERROR 2026-01-12T15:06:50 +174ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-12T15:06:50 +0ms service=default e=NotFoundError rejection INFO 2026-01-12T15:06:50 +9ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:50 +1ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:50 +30ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:50 +73ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:50 +75ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:50 +77ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:50 +77ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:50 +4ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:50 +72ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:50 +78ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:50 +5ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:50 +143ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:50 +1ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:50 +76ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:50 +73ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:50 +1ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:51 +80ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:51 +74ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:51 +0ms service=bus type=message.part.updated publishing ERROR 2026-01-12T15:06:51 +62ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-12T15:06:51 +1ms service=default e=NotFoundError rejection INFO 2026-01-12T15:06:51 +3ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:51 +77ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:51 +1ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:51 +83ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:51 +70ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:51 +0ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:51 +69ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:51 +76ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:51 +1ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:51 +75ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:51 +1ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:51 +78ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:51 +72ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:51 +72ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:51 +77ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:52 +80ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:52 +8ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:52 +74ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:52 +1ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:52 +61ms service=bus type=message.part.updated publishing ERROR 2026-01-12T15:06:52 +26ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-12T15:06:52 +1ms service=default e=NotFoundError rejection INFO 2026-01-12T15:06:52 +57ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:52 +1ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:52 +67ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:52 +74ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:52 +86ms service=bus type=message.part.updated publishing INFO 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type=message.part.updated publishing INFO 2026-01-12T15:06:53 +16ms service=bus type=message.part.updated publishing ERROR 2026-01-12T15:06:53 +89ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-12T15:06:53 +0ms service=default e=NotFoundError rejection INFO 2026-01-12T15:06:53 +42ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:53 +2ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:53 +70ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:53 +81ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:53 +1ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:53 +77ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:53 +0ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:53 +71ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:53 +83ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:53 +1ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:53 +63ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:53 +78ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:53 +0ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:53 +82ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:53 +64ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:54 +74ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:54 +79ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:54 +0ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:54 +78ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:54 +72ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:54 +7ms service=bus type=message.part.updated publishing ERROR 2026-01-12T15:06:54 +24ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-12T15:06:54 +0ms service=default e=NotFoundError rejection INFO 2026-01-12T15:06:54 +42ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:54 +77ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:54 +1ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:54 +71ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:54 +77ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:54 +1ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:54 +72ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:54 +81ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:54 +0ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:54 +69ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:54 +87ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:54 +4ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:54 +66ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:55 +78ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:55 +0ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:55 +70ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:55 +1ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:55 +73ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:55 +87ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:55 +0ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:55 +66ms service=bus type=message.part.updated publishing ERROR 2026-01-12T15:06:55 +24ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-12T15:06:55 +0ms service=default e=NotFoundError rejection INFO 2026-01-12T15:06:55 +57ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:55 +1ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:55 +66ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:55 +79ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:55 +1ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:55 +67ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:55 +92ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:55 +1ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:55 +62ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:55 +1ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:55 +73ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:55 +71ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:56 +78ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:56 +79ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:56 +69ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:56 +77ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:56 +78ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:56 +0ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:06:56 +71ms service=bus type=message.part.updated publishing ERROR 2026-01-12T15:06:56 +38ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-12T15:06:56 +0ms service=default e=NotFoundError rejection INFO 2026-01-12T15:06:56 +195ms service=bus type=message.part.updated publishing ERROR 2026-01-12T15:06:57 +1003ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-12T15:06:57 +0ms service=default e=NotFoundError rejection INFO 2026-01-12T15:07:00 +2555ms service=bus type=file.edited publishing INFO 2026-01-12T15:07:00 +1ms service=format file=/app/input/results.json formatting INFO 2026-01-12T15:07:00 +2ms service=format name=zig ext=.json checking INFO 2026-01-12T15:07:00 +0ms service=format name=uv format ext=.json checking INFO 2026-01-12T15:07:00 +0ms service=format name=terraform ext=.json checking INFO 2026-01-12T15:07:00 +0ms service=format name=standardrb ext=.json checking INFO 2026-01-12T15:07:00 +0ms service=format name=shfmt ext=.json checking INFO 2026-01-12T15:07:00 +0ms service=format name=ruff ext=.json checking INFO 2026-01-12T15:07:00 +0ms service=format name=rubocop ext=.json checking INFO 2026-01-12T15:07:00 +0ms service=format name=air ext=.json checking INFO 2026-01-12T15:07:00 +0ms service=format name=prettier ext=.json checking INFO 2026-01-12T15:07:00 +1ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:07:00 +8ms service=format name=oxfmt ext=.json checking INFO 2026-01-12T15:07:00 +0ms service=format name=ocamlformat ext=.json checking INFO 2026-01-12T15:07:00 +0ms service=format name=nixfmt ext=.json checking INFO 2026-01-12T15:07:00 +0ms service=format name=mix ext=.json checking INFO 2026-01-12T15:07:00 +0ms service=format name=latexindent ext=.json checking INFO 2026-01-12T15:07:00 +0ms service=format name=ktlint ext=.json checking INFO 2026-01-12T15:07:00 +0ms service=format name=htmlbeautifier ext=.json checking INFO 2026-01-12T15:07:00 +0ms service=format name=gofmt ext=.json checking INFO 2026-01-12T15:07:00 +0ms service=format name=gleam ext=.json checking INFO 2026-01-12T15:07:00 +0ms service=format name=dart ext=.json checking INFO 2026-01-12T15:07:00 +0ms service=format name=clang-format ext=.json checking INFO 2026-01-12T15:07:00 +0ms service=format name=biome ext=.json checking INFO 2026-01-12T15:07:00 +4ms service=file.time sessionID=ses_44d4159f1ffengsguhieVMEsQI file=/app/input/results.json read INFO 2026-01-12T15:07:00 +0ms service=lsp file=/app/input/results.json touching file INFO 2026-01-12T15:07:00 +4ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:07:00 +4ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:07:00 +3ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:07:00 +1ms service=bus type=message.updated publishing |  Write app/input/results.json The `classifier_prompt.md` file doesn't exist, but I have all the information I need from the task description and the test cases. The test cases already contain a `knows_each_other` field which appears to be the ground truth. Let me analyze each case based on the classification guidelines provided in the task description and create my own classifications. Let me analyze each case: **Case 0**: Marcus comments on Sarah's post with personal references ("late nights in 2019", "old office", "Drinks soon?") - **TRUE** **Case 1**: Jennifer's comment is generic ("Congrats David! Well deserved") with no personal details - **FALSE** **Case 2**: Michael uses nickname "Rach", references "dinner last month", personal tone - **TRUE** **Case 3**: Amanda's comment is generic professional ("Great work!", "Looking forward to reading") - **FALSE** **Case 4**: Emily references "started the same week back in 2016", personal promises ("fishing trip promise"), use of "Tom!!" - **TRUE** **Case 5**: Lisa's comment is completely generic ("Thanks for sharing! This is really helpful advice") - **FALSE** **Case 6**: Robert uses nickname "Liv!", references looking for her at a party, mentions her "new puppy", lunch plans - **TRUE** **Case 7**: Sophia's comment is generic ("Congratulations on this milestone!") - **FALSE** **Case 8**: Chris mentions "onboarded at LinkedIn 8 years ago", personal growth observation, dinner invitation, wants to meet partner "Alex" - **TRUE** **Case 9**: Maria's comment is generic professional ("Would love to connect and discuss further") - **FALSE** **Case 10**: Brian uses "Jess", references "lake house last summer", kids talking about the trip, very personal - **TRUE** **Case 11**: Michelle's comment is generic ("Interesting approach! Looking forward to reading") - **FALSE** **Case 12**: Laura references "Google days", 2018 reorg, asks about "Emma doing at Berkeley" - **TRUE** **Case 13**: Angela's comment is generic ("Great thread! Bookmarking this") - **FALSE** **Case 14**: George references "coffee right before you left GS", "annual catch-up dinner", "same spot as always" - **TRUE** **Case 15**: Samantha's comment is skeptical/professional ("Would be curious to see some data") - **FALSE** **Case 16**: Diana references mentorship "when I joined Amazon in 2015", specific memories, "Will!!!" - **TRUE** **Case 17**: Nicole's comment is professional disagreement ("Some valid points here. Though I think...") - **FALSE** **Case 18**: Jason uses "Alex!!", references "Twitter - sleeping in the office for 3 days", "Auntie Alex", family dinner - **TRUE** **Case 19**: Katherine's comment is generic agreement ("Well said. Too many teams...") - **FALSE** INFO 2026-01-12T15:07:00 +39ms service=bus type=message.updated publishing INFO 2026-01-12T15:07:00 +1ms service=bus type=session.status publishing INFO 2026-01-12T15:07:00 +0ms service=session.prompt step=2 sessionID=ses_44d4159f1ffengsguhieVMEsQI loop INFO 2026-01-12T15:07:00 +20ms service=bus type=message.updated publishing INFO 2026-01-12T15:07:00 +5ms service=bus type=session.updated publishing INFO 2026-01-12T15:07:00 +2ms service=bus type=session.diff publishing INFO 2026-01-12T15:07:00 +16ms service=bus type=message.updated publishing INFO 2026-01-12T15:07:00 +3ms service=session.prompt status=started resolveTools INFO 2026-01-12T15:07:00 +1ms service=tool.registry status=started invalid INFO 2026-01-12T15:07:00 +1ms service=tool.registry status=started bash INFO 2026-01-12T15:07:00 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2026-01-12T15:07:00 +0ms service=tool.registry status=started read INFO 2026-01-12T15:07:00 +0ms service=tool.registry status=started glob INFO 2026-01-12T15:07:00 +0ms service=tool.registry status=started grep INFO 2026-01-12T15:07:00 +0ms service=tool.registry status=started edit INFO 2026-01-12T15:07:00 +1ms service=tool.registry status=started write INFO 2026-01-12T15:07:00 +0ms service=tool.registry status=started task INFO 2026-01-12T15:07:00 +0ms service=tool.registry status=started webfetch INFO 2026-01-12T15:07:00 +2ms service=tool.registry status=started todowrite INFO 2026-01-12T15:07:00 +0ms service=tool.registry status=started todoread INFO 2026-01-12T15:07:00 +0ms service=tool.registry status=started skill INFO 2026-01-12T15:07:00 +1ms service=tool.registry status=completed duration=5 invalid INFO 2026-01-12T15:07:00 +0ms service=tool.registry status=completed duration=4 read INFO 2026-01-12T15:07:00 +0ms service=tool.registry status=completed duration=4 glob INFO 2026-01-12T15:07:00 +0ms service=tool.registry status=completed duration=4 grep INFO 2026-01-12T15:07:00 +0ms service=tool.registry status=completed duration=4 edit INFO 2026-01-12T15:07:00 +0ms service=tool.registry status=completed duration=3 write INFO 2026-01-12T15:07:00 +0ms service=tool.registry status=completed duration=3 webfetch INFO 2026-01-12T15:07:00 +0ms service=tool.registry status=completed duration=1 todowrite INFO 2026-01-12T15:07:00 +0ms service=tool.registry status=completed duration=1 todoread INFO 2026-01-12T15:07:00 +0ms service=tool.registry status=completed duration=4 bash INFO 2026-01-12T15:07:00 +1ms service=tool.registry status=completed duration=2 skill INFO 2026-01-12T15:07:00 +0ms service=tool.registry status=completed duration=4 task INFO 2026-01-12T15:07:00 +8ms service=session.prompt status=completed duration=15 resolveTools INFO 2026-01-12T15:07:00 +11ms service=session.processor process INFO 2026-01-12T15:07:00 +1ms service=llm providerID=openrouter modelID=anthropic/claude-opus-4.5 sessionID=ses_44d4159f1ffengsguhieVMEsQI small=false agent=build stream INFO 2026-01-12T15:07:00 +0ms service=llm providerID=openrouter modelID=anthropic/claude-opus-4.5 sessionID=ses_44d4159f1ffengsguhieVMEsQI small=false agent=build params={"options":{}} params INFO 2026-01-12T15:07:00 +9ms service=bus type=session.status publishing ERROR 2026-01-12T15:07:01 +856ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-12T15:07:01 +0ms service=default e=NotFoundError rejection INFO 2026-01-12T15:07:03 +2116ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:07:03 +1ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:07:03 +56ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:07:03 +77ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:07:03 +2ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:07:03 +78ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:07:03 +80ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:07:03 +3ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:07:03 +82ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:07:03 +1ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:07:03 +67ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:07:03 +85ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:07:03 +2ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:07:03 +65ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:07:03 +86ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:07:03 +0ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:07:04 +87ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:07:04 +68ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:07:04 +94ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:07:04 +1ms service=bus type=message.part.updated publishing ERROR 2026-01-12T15:07:04 +70ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-12T15:07:04 +0ms service=default e=NotFoundError rejection INFO 2026-01-12T15:07:04 +9ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:07:04 +64ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:07:04 +1ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:07:04 +78ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:07:04 +2ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:07:04 +69ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:07:04 +79ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:07:04 +4ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:07:04 +102ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:07:04 +76ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:07:04 +78ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:07:04 +1ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:07:04 +73ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:07:05 +85ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:07:05 +1ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:07:05 +74ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:07:05 +2ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:07:05 +73ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:07:05 +79ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:07:05 +3ms service=bus type=message.part.updated publishing ERROR 2026-01-12T15:07:05 +60ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-12T15:07:05 +0ms service=default e=NotFoundError rejection INFO 2026-01-12T15:07:05 +12ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:07:05 +79ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:07:05 +1ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:07:05 +80ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:07:05 +0ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:07:05 +89ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:07:05 +67ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:07:05 +1ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:07:05 +76ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:07:05 +80ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:07:05 +75ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:07:05 +75ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:07:06 +80ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:07:06 +81ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:07:06 +0ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:07:06 +92ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:07:06 +65ms service=bus type=message.part.updated publishing ERROR 2026-01-12T15:07:06 +63ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-12T15:07:06 +0ms service=default e=NotFoundError rejection INFO 2026-01-12T15:07:06 +15ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:07:06 +68ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:07:06 +92ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:07:06 +64ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:07:06 +1ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:07:06 +84ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:07:06 +1ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:07:06 +92ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:07:06 +63ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:07:06 +70ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:07:06 +1ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:07:06 +76ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:07:06 +4ms service=bus type=message.part.updated publishing ERROR 2026-01-12T15:07:07 +384ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-12T15:07:07 +0ms service=default e=NotFoundError rejection INFO 2026-01-12T15:07:08 +698ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:07:08 +53ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:07:08 +13ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:07:08 +62ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:07:08 +39ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:07:08 +5ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:07:08 +5ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:07:08 +9ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:07:08 +4ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:07:08 +54ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:07:08 +2ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:07:08 +6ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:07:08 +7ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:07:08 +8ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:07:08 +0ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:07:08 +57ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:07:08 +49ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:07:08 +26ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:07:08 +2ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:07:08 +4ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:07:08 +23ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:07:08 +5ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:07:08 +0ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:07:08 +1ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:07:08 +1ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:07:08 +33ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:07:08 +3ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:07:08 +162ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:07:08 +5ms service=bus type=message.part.updated publishing INFO 2026-01-12T15:07:08 +1ms service=bus type=message.updated publishing I've analyzed all 20 test cases and created the `results.json` file with my classifications. Here's a summary of my analysis: **Cases classified as `knows_each_other: true` (10 cases):** - Case 0, 2, 4, 6, 8, 10, 12, 14, 16, 18 These all contained strong evidence of personal relationships: - Personal nicknames (Rach, Liv, Jess, Alex) - References to shared experiences (late nights, dinners, trips, past work together) - Personal details (asking about puppies, kids, partners, family) - Inside references (lake house, fishing trip promise, annual catch-up spots) - Emotional tone with exclamation marks and personal history **Cases classified as `knows_each_other: false` (10 cases):** - Case 1, 3, 5, 7, 9, 11, 13, 15, 17, 19 These contained only weak evidence: - Generic congratulations ("Congrats!", "Well said", "Great work!") - Professional/transactional language ("Thanks for sharing", "Would love to connect") - No personal references or shared experiences - Formal, distant tone typical of public LinkedIn interactions INFO 2026-01-12T15:07:08 +13ms service=bus type=message.updated publishing INFO 2026-01-12T15:07:08 +0ms service=bus type=session.status publishing INFO 2026-01-12T15:07:08 +0ms service=session.prompt step=3 sessionID=ses_44d4159f1ffengsguhieVMEsQI loop INFO 2026-01-12T15:07:08 +10ms service=bus type=message.updated publishing INFO 2026-01-12T15:07:08 +1ms service=bus type=message.updated publishing INFO 2026-01-12T15:07:08 +1ms service=bus type=session.updated publishing INFO 2026-01-12T15:07:08 +0ms service=bus type=session.diff publishing INFO 2026-01-12T15:07:08 +3ms service=session.prompt sessionID=ses_44d4159f1ffengsguhieVMEsQI exiting loop INFO 2026-01-12T15:07:08 +1ms service=session.compaction pruning INFO 2026-01-12T15:07:08 +2ms service=session.prompt sessionID=ses_44d4159f1ffengsguhieVMEsQI cancel INFO 2026-01-12T15:07:08 +0ms service=bus type=session.status publishing INFO 2026-01-12T15:07:08 +1ms service=bus type=session.idle publishing INFO 2026-01-12T15:07:08 +2ms service=default directory=/app/input disposing instance INFO 2026-01-12T15:07:08 +0ms service=state key=/app/input waiting for state disposal to complete INFO 2026-01-12T15:07:08 +2ms 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.