/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_20260111_150040/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: 2d0d275a 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 349 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 2026-01-11T15:04:40 +471ms service=default version=1.0.212 args=["run","--print-logs"] opencode INFO 2026-01-11T15:04:40 +3ms service=default directory=/app/input creating instance INFO 2026-01-11T15:04:40 +1ms service=project directory=/app/input fromDirectory INFO 2026-01-11T15:04:40 +2ms service=storage index=0 running migration ERROR 2026-01-11T15:04:40 +2ms service=storage index=0 failed to run migration INFO 2026-01-11T15:04:40 +0ms service=storage index=1 running migration INFO 2026-01-11T15:04:40 +4ms service=default directory=/app/input bootstrapping INFO 2026-01-11T15:04:40 +3ms service=config path=/home/cubbi/.config/opencode/config.json loading INFO 2026-01-11T15:04:40 +29ms service=config path=/home/cubbi/.config/opencode/opencode.json loading INFO 2026-01-11T15:04:40 +0ms service=config path=/home/cubbi/.config/opencode/opencode.jsonc loading INFO 2026-01-11T15:04:40 +4ms 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 2026-01-11T15:04:40 +331ms service=bun code=0 stdout=bun add v1.3.5 (1e86cebd) installed @opencode-ai/plugin@1.0.212 3 packages installed [309.00ms] stderr=Resolving dependencies Resolved, downloaded and extracted [12] Saved lockfile done INFO 2026-01-11T15:04:40 +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 2026-01-11T15:04:40 +9ms service=bun code=0 stdout=bun install v1.3.5 (1e86cebd) Checked 3 installs across 4 packages (no changes) [2.00ms] stderr= done INFO 2026-01-11T15:04:40 +6ms service=plugin path=opencode-copilot-auth@0.0.9 loading plugin INFO 2026-01-11T15:04:40 +1ms service=bun pkg=opencode-copilot-auth version=0.0.9 installing package using Bun's default registry resolution INFO 2026-01-11T15:04:40 +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 2026-01-11T15:04:40 +97ms service=bun code=0 stdout=bun add v1.3.5 (1e86cebd) installed opencode-copilot-auth@0.0.9 1 package installed [87.00ms] stderr=Resolving dependencies Resolved, downloaded and extracted [4] Saved lockfile done INFO 2026-01-11T15:04:40 +6ms service=plugin path=opencode-anthropic-auth@0.0.5 loading plugin INFO 2026-01-11T15:04:40 +1ms service=bun pkg=opencode-anthropic-auth version=0.0.5 installing package using Bun's default registry resolution INFO 2026-01-11T15:04:40 +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 2026-01-11T15:04:41 +619ms 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 [610.00ms] stderr=Resolving dependencies Resolved, downloaded and extracted [50] Saved lockfile done INFO 2026-01-11T15:04:41 +37ms service=bus type=* subscribing INFO 2026-01-11T15:04:41 +0ms service=bus type=session.updated subscribing INFO 2026-01-11T15:04:41 +0ms service=bus type=message.updated subscribing INFO 2026-01-11T15:04:41 +0ms service=bus type=message.part.updated subscribing INFO 2026-01-11T15:04:41 +0ms service=bus type=session.updated subscribing INFO 2026-01-11T15:04:41 +0ms service=bus type=message.updated subscribing INFO 2026-01-11T15:04:41 +0ms service=bus 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publishing INFO 2026-01-11T15:04:51 +80ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:51 +2ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:51 +69ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:51 +93ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:51 +1ms service=bus type=message.part.updated publishing ERROR 2026-01-11T15:04:51 +7ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-11T15:04:51 +0ms service=default e=NotFoundError rejection INFO 2026-01-11T15:04:51 +47ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:51 +79ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:51 +72ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:51 +84ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:51 +5ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:51 +61ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:51 +73ms service=session.summary title=Classifying LinkedIn relationships title INFO 2026-01-11T15:04:51 +2ms service=bus type=message.updated publishing INFO 2026-01-11T15:04:51 +4ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:51 +2ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:51 +70ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:51 +1ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:51 +72ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:52 +82ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:52 +1ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:52 +71ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:52 +81ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:52 +2ms 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type=message.part.updated publishing INFO 2026-01-11T15:04:52 +1ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:52 +75ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:52 +73ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:52 +2ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:53 +79ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:53 +69ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:53 +2ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:53 +73ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:53 +78ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:53 +1ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:53 +72ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:53 +1ms service=bus type=message.part.updated publishing INFO 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service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:54 +74ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:54 +73ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:54 +74ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:54 +77ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:54 +2ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:54 +77ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:54 +1ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:54 +71ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:54 +86ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:54 +3ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:54 +62ms service=bus type=message.part.updated publishing ERROR 2026-01-11T15:04:54 +26ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-11T15:04:54 +0ms service=default e=NotFoundError rejection INFO 2026-01-11T15:04:54 +51ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:54 +0ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:54 +75ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:54 +76ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:54 +3ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:54 +67ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:54 +4ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:54 +87ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:55 +69ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:55 +1ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:55 +63ms service=bus type=message.part.updated publishing INFO 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2026-01-11T15:04:55 +0ms service=default e=NotFoundError rejection INFO 2026-01-11T15:04:55 +43ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:55 +77ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:55 +98ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:55 +54ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:55 +1ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:55 +70ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:56 +78ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:56 +1ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:56 +80ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:56 +1ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:56 +69ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:56 +80ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:56 +1ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:56 +67ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:56 +76ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:56 +2ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:56 +73ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:56 +1ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:56 +78ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:56 +79ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:56 +10ms service=bus type=message.part.updated publishing ERROR 2026-01-11T15:04:56 +5ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-11T15:04:56 +0ms service=default e=NotFoundError rejection INFO 2026-01-11T15:04:56 +144ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:56 +0ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:56 +75ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:56 +1ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:57 +150ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:57 +80ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:57 +0ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:57 +67ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:57 +77ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:57 +1ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:57 +74ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:57 +5ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:57 +72ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:57 +74ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:57 +1ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:57 +72ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:57 +86ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:57 +0ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:57 +72ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:57 +75ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:57 +0ms service=bus type=message.part.updated publishing ERROR 2026-01-11T15:04:57 +21ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-11T15:04:57 +0ms service=default e=NotFoundError rejection INFO 2026-01-11T15:04:57 +63ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:57 +2ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:57 +60ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:58 +75ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:58 +13ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:58 +60ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:58 +76ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:58 +1ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:58 +80ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:58 +0ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:58 +68ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:58 +79ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:58 +0ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:58 +84ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:58 +65ms service=bus type=message.part.updated publishing INFO 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service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:59 +87ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:59 +122ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:59 +11ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:59 +5ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:59 +69ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:59 +1ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:59 +149ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:59 +1ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:59 +75ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:59 +85ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:59 +0ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:59 +67ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:59 +3ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:59 +69ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:04:59 +75ms service=bus type=message.part.updated publishing ERROR 2026-01-11T15:04:59 +31ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-11T15:04:59 +0ms service=default e=NotFoundError rejection INFO 2026-01-11T15:04:59 +43ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:05:00 +79ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:05:00 +4ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:05:00 +70ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:05:00 +76ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:05:00 +6ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:05:00 +70ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:05:00 +73ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:05:00 +154ms service=bus type=message.part.updated publishing ERROR 2026-01-11T15:05:00 +472ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-11T15:05:00 +0ms service=default e=NotFoundError rejection INFO 2026-01-11T15:05:04 +3172ms service=bus type=file.edited publishing INFO 2026-01-11T15:05:04 +1ms service=format file=/app/input/results.json formatting INFO 2026-01-11T15:05:04 +2ms service=format name=zig ext=.json checking INFO 2026-01-11T15:05:04 +0ms service=format name=uv format ext=.json checking INFO 2026-01-11T15:05:04 +0ms service=format name=terraform ext=.json checking INFO 2026-01-11T15:05:04 +0ms service=format name=standardrb ext=.json checking INFO 2026-01-11T15:05:04 +0ms service=format name=shfmt ext=.json checking INFO 2026-01-11T15:05:04 +0ms service=format name=ruff ext=.json checking INFO 2026-01-11T15:05:04 +0ms service=format name=rubocop ext=.json checking INFO 2026-01-11T15:05:04 +0ms service=format name=air ext=.json checking INFO 2026-01-11T15:05:04 +0ms service=format name=prettier ext=.json checking INFO 2026-01-11T15:05:04 +1ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:05:04 +13ms service=format name=oxfmt ext=.json checking INFO 2026-01-11T15:05:04 +0ms service=format name=ocamlformat ext=.json checking INFO 2026-01-11T15:05:04 +0ms service=format name=nixfmt ext=.json checking INFO 2026-01-11T15:05:04 +0ms service=format name=mix ext=.json checking INFO 2026-01-11T15:05:04 +0ms service=format name=latexindent ext=.json checking INFO 2026-01-11T15:05:04 +0ms service=format name=ktlint ext=.json checking INFO 2026-01-11T15:05:04 +0ms service=format name=htmlbeautifier ext=.json checking INFO 2026-01-11T15:05:04 +0ms service=format name=gofmt ext=.json checking INFO 2026-01-11T15:05:04 +0ms service=format name=gleam ext=.json checking INFO 2026-01-11T15:05:04 +0ms service=format name=dart ext=.json checking INFO 2026-01-11T15:05:04 +0ms service=format name=clang-format ext=.json checking INFO 2026-01-11T15:05:04 +0ms service=format name=biome ext=.json checking INFO 2026-01-11T15:05:04 +2ms service=bus type=message.part.updated publishing 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 include a `knows_each_other` field which shows the expected answer, but I need to classify them independently based on the criteria provided in the task. Let me analyze each case and create the results: **Analysis of each case:** 1. **Case 0 (Sarah/Marcus)**: Comment references "late nights in 2019", "whiteboarding", "old office", suggests drinks - **TRUE** 2. **Case 1 (David/Jennifer)**: Generic "Congrats David! Well deserved." - **FALSE** 3. **Case 2 (Rachel/Michael)**: Uses nickname "Rach", references "dinner last month", ongoing conversation - **TRUE** 4. **Case 3 (James/Amanda)**: Generic "Great work! This is exactly what the field needs." - **FALSE** 5. **Case 4 (Emily/Tom)**: References starting same week in 2016, coffee plans, fishing trip promise - **TRUE** 6. **Case 5 (Kevin/Lisa)**: Generic "Thanks for sharing! This is really helpful advice." - **FALSE** 7. **Case 6 (Olivia/Robert)**: Uses nickname "Liv", references specific party, asks about "new puppy", lunch plans - **TRUE** 8. **Case 7 (Daniel/Sophia)**: Generic "Congratulations on this milestone!" - **FALSE** 9. **Case 8 (Chris/Patricia)**: References onboarding at LinkedIn 8 years ago, mentions partner "Alex", dinner offer - **TRUE** 10. **Case 9 (Andrew/Maria)**: Generic "Very insightful analysis. Would love to connect and discuss further." - **FALSE** 11. **Case 10 (Jessica/Brian)**: Uses nickname "Jess", references lake house trip, mentions kids, specific work call memory - **TRUE** 12. **Case 11 (Nathan/Michelle)**: Generic "Interesting approach! Looking forward to reading the technical details." - **FALSE** 13. **Case 12 (Laura/Steven)**: References Google days, specific 2018 reorg, asks about daughter "Emma" at Berkeley - **TRUE** 14. **Case 13 (Ryan/Angela)**: Generic "Great thread! Bookmarking this for future reference." - **FALSE** 15. **Case 14 (Hannah/George)**: References specific coffee meeting, "annual catch-up dinner", "same spot" - **TRUE** 16. **Case 15 (Tyler/Samantha)**: Generic "Interesting perspective. Would be curious to see some data backing this up." - **FALSE** 17. **Case 16 (Diana/William)**: References being mentor in 2015, specific debugging story, "3 weeks straight" - **TRUE** 18. **Case 17 (Eric/Nicole)**: Generic disagreement/nuance comment - **FALSE** 19. **Case 18 (Alexandra/Jason)**: References working at Twitter together, "Auntie Alex", family dinners, birthday gift - **TRUE** 20. **Case 19 (Mark/Katherine)**: Generic "Well said. Too many teams get caught up in buzzwords" - **FALSE** INFO 2026-01-11T15:05:04 +11ms service=file.time sessionID=ses_452697ab5ffesMslYgw9JjZNoc file=/app/input/results.json read INFO 2026-01-11T15:05:04 +0ms service=lsp file=/app/input/results.json touching file INFO 2026-01-11T15:05:04 +5ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:05:04 +4ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:05:04 +2ms service=bus type=message.updated publishing |  Write app/input/results.json INFO 2026-01-11T15:05:04 +9ms service=bus type=message.updated publishing INFO 2026-01-11T15:05:04 +0ms service=bus type=session.status publishing INFO 2026-01-11T15:05:04 +1ms service=session.prompt step=2 sessionID=ses_452697ab5ffesMslYgw9JjZNoc loop INFO 2026-01-11T15:05:04 +3ms service=bus type=message.updated publishing INFO 2026-01-11T15:05:04 +1ms service=bus type=session.updated publishing INFO 2026-01-11T15:05:04 +1ms service=bus type=session.diff publishing INFO 2026-01-11T15:05:04 +1ms service=bus type=message.updated publishing INFO 2026-01-11T15:05:04 +1ms service=session.prompt status=started resolveTools INFO 2026-01-11T15:05:04 +0ms service=tool.registry status=started invalid INFO 2026-01-11T15:05:04 +0ms service=tool.registry status=started bash INFO 2026-01-11T15:05:04 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2026-01-11T15:05:04 +1ms service=tool.registry status=started read INFO 2026-01-11T15:05:04 +0ms service=tool.registry status=started glob INFO 2026-01-11T15:05:04 +0ms service=tool.registry status=started grep INFO 2026-01-11T15:05:04 +0ms service=tool.registry status=started edit INFO 2026-01-11T15:05:04 +0ms service=tool.registry status=started write INFO 2026-01-11T15:05:04 +0ms service=tool.registry status=started task INFO 2026-01-11T15:05:04 +0ms service=tool.registry status=started webfetch INFO 2026-01-11T15:05:04 +0ms service=tool.registry status=started todowrite INFO 2026-01-11T15:05:04 +0ms service=tool.registry status=started todoread INFO 2026-01-11T15:05:04 +0ms service=tool.registry status=started skill INFO 2026-01-11T15:05:04 +0ms service=tool.registry status=completed duration=1 invalid INFO 2026-01-11T15:05:04 +0ms service=tool.registry status=completed duration=0 read INFO 2026-01-11T15:05:04 +0ms service=tool.registry status=completed duration=0 glob INFO 2026-01-11T15:05:04 +0ms service=tool.registry status=completed duration=0 grep INFO 2026-01-11T15:05:04 +0ms service=tool.registry status=completed duration=0 edit INFO 2026-01-11T15:05:04 +0ms service=tool.registry status=completed duration=0 write INFO 2026-01-11T15:05:04 +0ms service=tool.registry status=completed duration=0 webfetch INFO 2026-01-11T15:05:04 +0ms service=tool.registry status=completed duration=0 todowrite INFO 2026-01-11T15:05:04 +0ms service=tool.registry status=completed duration=0 todoread INFO 2026-01-11T15:05:04 +0ms service=tool.registry status=completed duration=1 bash INFO 2026-01-11T15:05:04 +0ms service=tool.registry status=completed duration=0 skill INFO 2026-01-11T15:05:04 +0ms service=tool.registry status=completed duration=0 task INFO 2026-01-11T15:05:04 +3ms service=session.prompt status=completed duration=4 resolveTools INFO 2026-01-11T15:05:04 +11ms service=session.processor process INFO 2026-01-11T15:05:04 +0ms service=llm providerID=openrouter modelID=anthropic/claude-opus-4.5 sessionID=ses_452697ab5ffesMslYgw9JjZNoc small=false agent=build stream INFO 2026-01-11T15:05:04 +1ms service=llm providerID=openrouter modelID=anthropic/claude-opus-4.5 sessionID=ses_452697ab5ffesMslYgw9JjZNoc small=false agent=build params={"options":{}} params INFO 2026-01-11T15:05:04 +7ms service=bus type=session.status publishing ERROR 2026-01-11T15:05:05 +926ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-11T15:05:05 +0ms service=default e=NotFoundError rejection INFO 2026-01-11T15:05:06 +1165ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:05:06 +2ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:05:06 +57ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:05:06 +78ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:05:06 +1ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:05:06 +86ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:05:06 +69ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:05:06 +1ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:05:06 +91ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:05:06 +1ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:05:06 +62ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:05:06 +79ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:05:06 +1ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:05:06 +79ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:05:06 +1ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:05:06 +74ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:05:07 +80ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:05:07 +1ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:05:07 +73ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:05:07 +79ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:05:07 +5ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:05:07 +73ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:05:07 +5ms service=bus type=message.part.updated publishing ERROR 2026-01-11T15:05:07 +3ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-11T15:05:07 +0ms service=default e=NotFoundError rejection INFO 2026-01-11T15:05:07 +69ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:05:07 +78ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:05:07 +2ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:05:07 +80ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:05:07 +2ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:05:07 +75ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:05:07 +79ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:05:07 +0ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:05:07 +78ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:05:07 +76ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:05:07 +71ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:05:08 +87ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:05:08 +1ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:05:08 +71ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:05:08 +1ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:05:08 +68ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:05:08 +81ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:05:08 +6ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:05:08 +72ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:05:08 +2ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:05:08 +72ms service=bus type=message.part.updated publishing ERROR 2026-01-11T15:05:08 +1ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-11T15:05:08 +0ms service=default e=NotFoundError rejection INFO 2026-01-11T15:05:08 +80ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:05:08 +2ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:05:08 +91ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:05:08 +14ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:05:08 +50ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:05:08 +82ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:05:08 +1ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:05:08 +87ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:05:08 +1ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:05:08 +67ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:05:08 +77ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:05:09 +76ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:05:09 +78ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:05:09 +1ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:05:09 +74ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:05:09 +164ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:05:09 +1ms service=bus type=message.part.updated publishing ERROR 2026-01-11T15:05:09 +57ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-11T15:05:09 +0ms service=default e=NotFoundError rejection INFO 2026-01-11T15:05:09 +15ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:05:09 +1ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:05:09 +21ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:05:09 +59ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:05:09 +1ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:05:09 +80ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:05:09 +0ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:05:09 +72ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:05:09 +75ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:05:09 +4ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:05:09 +75ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:05:09 +78ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:05:09 +73ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:05:10 +81ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:05:10 +7ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:05:10 +72ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:05:10 +1ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:05:10 +73ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:05:10 +80ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:05:10 +1ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:05:10 +75ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:05:10 +2ms service=bus type=message.part.updated publishing ERROR 2026-01-11T15:05:10 +72ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-11T15:05:10 +0ms service=default e=NotFoundError rejection INFO 2026-01-11T15:05:10 +2ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:05:10 +86ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:05:10 +1ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:05:10 +75ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:05:10 +100ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:05:10 +1ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:05:10 +56ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:05:10 +17ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:05:10 +55ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:05:10 +80ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:05:10 +1ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:05:10 +78ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:05:10 +2ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:05:11 +72ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:05:11 +158ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:05:11 +6ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:05:11 +1ms service=bus type=message.updated publishing I've classified all 20 test cases and saved the results to `results.json`. **Summary of classifications:** - **10 cases classified as "knows each other" (true)**: Cases 0, 2, 4, 6, 8, 10, 12, 14, 16, 18 - **10 cases classified as "doesn't know each other" (false)**: Cases 1, 3, 5, 7, 9, 11, 13, 15, 17, 19 **Key distinguishing factors used:** **True (personal relationship):** - Use of nicknames (e.g., "Rach", "Liv", "Jess") - References to specific shared experiences ("late nights in 2019", "lake house last summer") - Mentions of personal details (kids, partners, pets, family dinners) - Plans for personal activities (drinks, dinner, fishing trips) - Expressions of mentorship history ("you were my first mentor") **False (no personal relationship):** - Generic congratulatory phrases ("Congrats!", "Well deserved!") - Formal professional tone - Standard engagement comments ("Great work!", "Thanks for sharing!") - Requests to "connect" (implying they don't already know each other) - No personalization or specific references INFO 2026-01-11T15:05:11 +17ms service=bus type=message.updated publishing INFO 2026-01-11T15:05:11 +0ms service=bus type=session.status publishing INFO 2026-01-11T15:05:11 +3ms service=session.prompt step=3 sessionID=ses_452697ab5ffesMslYgw9JjZNoc loop INFO 2026-01-11T15:05:11 +16ms service=bus type=message.updated publishing INFO 2026-01-11T15:05:11 +1ms service=bus type=message.updated publishing INFO 2026-01-11T15:05:11 +0ms service=bus type=session.updated publishing INFO 2026-01-11T15:05:11 +1ms service=bus type=session.diff publishing INFO 2026-01-11T15:05:11 +10ms service=session.prompt sessionID=ses_452697ab5ffesMslYgw9JjZNoc exiting loop INFO 2026-01-11T15:05:11 +4ms service=session.compaction pruning INFO 2026-01-11T15:05:11 +16ms service=session.prompt sessionID=ses_452697ab5ffesMslYgw9JjZNoc cancel INFO 2026-01-11T15:05:11 +0ms service=bus type=session.status publishing INFO 2026-01-11T15:05:11 +0ms service=bus type=session.idle publishing INFO 2026-01-11T15:05:11 +4ms service=default directory=/app/input disposing instance INFO 2026-01-11T15:05:11 +0ms service=state key=/app/input waiting for state disposal to complete INFO 2026-01-11T15:05:11 +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.