/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_20260122_150105/task11_relationship_classifier/openrouter-google-gemini-2.5-flash-preview-09-2025/workspace to /app No project_name provided - skipping configuration directory setup. Session created successfully! Session ID: f0bb8765 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 159 models to OpenCode configuration Added openrouter standard provider with 345 models to OpenCode configuration Set default model to openrouter/google/gemini-2.5-flash-preview-09-2025 Updated OpenCode configuration at /home/cubbi/.config/opencode/config.json with 2 providers No MCP servers to integrate --- Executing initial command --- Executing user command: if [ -f install.sh ]; then bash install.sh; fi; echo "--- TASK BEGIN ---"; cat task.md; echo "--- TASK END ---"; cd input && opencode run --print-logs < ../task.md Executing as cubbi: sh -c if [ -f install.sh ]; then bash install.sh; fi; echo "--- TASK BEGIN ---"; cat task.md; echo "--- TASK END ---"; cd input && opencode run --print-logs < ../task.md --- 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 2026-01-22T15:05:55 +954ms service=default version=1.1.17 args=["run","--print-logs"] opencode INFO 2026-01-22T15:05:55 +12ms service=default directory=/app/input creating instance INFO 2026-01-22T15:05:55 +1ms service=project directory=/app/input fromDirectory INFO 2026-01-22T15:05:55 +18ms service=storage index=0 running migration ERROR 2026-01-22T15:05:55 +20ms service=storage index=0 failed to run migration INFO 2026-01-22T15:05:55 +1ms service=storage index=1 running migration INFO 2026-01-22T15:05:55 +28ms service=default directory=/app/input bootstrapping INFO 2026-01-22T15:05:55 +33ms service=config path=/home/cubbi/.config/opencode/config.json loading INFO 2026-01-22T15:05:55 +76ms service=config path=/home/cubbi/.config/opencode/opencode.json loading INFO 2026-01-22T15:05:55 +1ms service=config 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ruleset=[{"permission":"*","pattern":"*","action":"allow"},{"permission":"doom_loop","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","pattern":"*","action":"deny"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","pattern":"*","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 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Since the user has provided a clear set of instructions and I have the tools to read the files, I will then proceed to classify the test cases and output the result to `results.json`. 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2026-01-22T15:05:58 +0ms service=tool.registry status=completed duration=2 task INFO 2026-01-22T15:05:58 +7ms service=session.prompt status=completed duration=12 resolveTools INFO 2026-01-22T15:05:58 +8ms service=session.processor process INFO 2026-01-22T15:05:58 +0ms service=llm providerID=openrouter modelID=google/gemini-2.5-flash-preview-09-2025 sessionID=ses_419c25f0effesZY2oasicYC7kd small=false agent=build stream INFO 2026-01-22T15:05:58 +13ms service=bus type=session.status publishing INFO 2026-01-22T15:05:59 +648ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:59 +4ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:59 +16ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:59 +46ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:59 +192ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:59 +132ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:06:00 +116ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:06:00 +1ms service=permission permission=read pattern=/app/input/test_cases.json ruleset=[{"permission":"*","pattern":"*","action":"allow"},{"permission":"doom_loop","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","pattern":"*","action":"deny"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","pattern":"*","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-01-22T15:06:00 +0ms service=permission permission=read pattern=/app/input/test_cases.json action={"permission":"read","pattern":"*","action":"allow"} evaluated INFO 2026-01-22T15:06:00 +2ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:06:00 +26ms service=lsp file=/app/input/test_cases.json touching file INFO 2026-01-22T15:06:00 +7ms service=file.time sessionID=ses_419c25f0effesZY2oasicYC7kd file=/app/input/test_cases.json read INFO 2026-01-22T15:06:00 +15ms service=bus type=message.part.updated publishing I found `test_cases.json` but not `classifier_prompt.md`. I will try to read `test_cases.json` to prepare for the classification task, and assume the classification guidelines provided in the prompt are sufficient. If I need the content of `classifier_prompt.md` to perform the task accurately, I will search for it again, but for now, I will proceed with the information I have. First, I will read `test_cases.json`. INFO 2026-01-22T15:06:00 +1ms service=bus type=message.part.updated publishing |  Read app/input/test_cases.json INFO 2026-01-22T15:06:00 +3ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:06:00 +1ms service=bus type=message.updated publishing INFO 2026-01-22T15:06:00 +49ms service=bus type=message.updated publishing INFO 2026-01-22T15:06:00 +2ms service=bus type=session.status publishing INFO 2026-01-22T15:06:00 +0ms service=session.prompt step=2 sessionID=ses_419c25f0effesZY2oasicYC7kd loop INFO 2026-01-22T15:06:00 +46ms service=bus type=message.updated publishing INFO 2026-01-22T15:06:00 +5ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_419c25f0effesZY2oasicYC7kd small=true agent=title stream INFO 2026-01-22T15:06:00 +8ms service=bus type=session.updated publishing INFO 2026-01-22T15:06:00 +2ms service=bus type=session.diff publishing INFO 2026-01-22T15:06:00 +43ms service=bus type=message.updated publishing INFO 2026-01-22T15:06:00 +0ms service=session.prompt status=started resolveTools INFO 2026-01-22T15:06:00 +1ms service=tool.registry status=started invalid INFO 2026-01-22T15:06:00 +0ms service=tool.registry status=started question INFO 2026-01-22T15:06:00 +0ms service=tool.registry status=started bash INFO 2026-01-22T15:06:00 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2026-01-22T15:06:00 +0ms service=tool.registry status=started read INFO 2026-01-22T15:06:00 +0ms service=tool.registry status=started glob INFO 2026-01-22T15:06:00 +0ms service=tool.registry status=started grep INFO 2026-01-22T15:06:00 +0ms service=tool.registry status=started edit INFO 2026-01-22T15:06:00 +0ms service=tool.registry status=started write INFO 2026-01-22T15:06:00 +0ms service=tool.registry status=started task INFO 2026-01-22T15:06:00 +0ms service=tool.registry status=started webfetch INFO 2026-01-22T15:06:00 +0ms service=tool.registry status=started todowrite INFO 2026-01-22T15:06:00 +0ms service=tool.registry status=started todoread INFO 2026-01-22T15:06:00 +0ms service=tool.registry status=started skill INFO 2026-01-22T15:06:00 +1ms service=tool.registry status=completed duration=1 invalid INFO 2026-01-22T15:06:00 +0ms service=tool.registry status=completed duration=1 question INFO 2026-01-22T15:06:00 +0ms service=tool.registry status=completed duration=1 read INFO 2026-01-22T15:06:00 +1ms service=tool.registry status=completed duration=2 glob INFO 2026-01-22T15:06:00 +0ms service=tool.registry status=completed duration=2 grep INFO 2026-01-22T15:06:00 +0ms service=tool.registry status=completed duration=2 edit INFO 2026-01-22T15:06:00 +0ms service=tool.registry status=completed duration=2 write INFO 2026-01-22T15:06:00 +0ms service=tool.registry status=completed duration=2 webfetch INFO 2026-01-22T15:06:00 +0ms service=tool.registry status=completed duration=2 todowrite INFO 2026-01-22T15:06:00 +0ms service=tool.registry status=completed duration=2 todoread INFO 2026-01-22T15:06:00 +0ms service=tool.registry status=completed duration=2 bash INFO 2026-01-22T15:06:00 +0ms service=tool.registry status=completed duration=2 skill INFO 2026-01-22T15:06:00 +0ms service=permission permission=task pattern=general ruleset=[{"permission":"*","action":"allow","pattern":"*"},{"permission":"doom_loop","action":"ask","pattern":"*"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","action":"deny","pattern":"*"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","action":"allow","pattern":"*"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-01-22T15:06:00 +0ms service=permission permission=task pattern=explore ruleset=[{"permission":"*","action":"allow","pattern":"*"},{"permission":"doom_loop","action":"ask","pattern":"*"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","action":"deny","pattern":"*"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","action":"allow","pattern":"*"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-01-22T15:06:00 +0ms service=tool.registry status=completed duration=2 task INFO 2026-01-22T15:06:00 +3ms service=session.prompt status=completed duration=6 resolveTools INFO 2026-01-22T15:06:00 +23ms service=session.processor process INFO 2026-01-22T15:06:00 +0ms service=llm providerID=openrouter modelID=google/gemini-2.5-flash-preview-09-2025 sessionID=ses_419c25f0effesZY2oasicYC7kd small=false agent=build stream INFO 2026-01-22T15:06:00 +4ms service=bus type=session.status publishing INFO 2026-01-22T15:06:00 +637ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:06:00 +1ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:06:01 +92ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:06:01 +45ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:06:01 +108ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:06:01 +97ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:06:01 +122ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:06:01 +177ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:06:01 +253ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:06:02 +236ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:06:02 +271ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:06:02 +237ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:06:02 +238ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:06:03 +172ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:06:03 +188ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:06:03 +33ms service=session.summary title=Classify LinkedIn personal connections title INFO 2026-01-22T15:06:03 +1ms service=bus type=message.updated publishing INFO 2026-01-22T15:06:03 +152ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:06:03 +213ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:06:03 +219ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:06:04 +210ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:06:04 +184ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:06:04 +220ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:06:04 +10ms service=session.summary title=LinkedIn connection classifier title INFO 2026-01-22T15:06:04 +1ms service=bus type=message.updated publishing INFO 2026-01-22T15:06:04 +218ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:06:04 +230ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:06:05 +200ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:06:05 +270ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:06:05 +198ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:06:05 +69ms service=bus type=session.updated publishing INFO 2026-01-22T15:06:05 +153ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:06:05 +199ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:06:06 +247ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:06:06 +228ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:06:06 +205ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:06:06 +185ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:06:07 +172ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:06:07 +232ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:06:07 +174ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:06:07 +266ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:06:07 +187ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:06:08 +168ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:06:08 +248ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:06:09 +755ms service=session.summary title=LinkedIn relationship classifier title INFO 2026-01-22T15:06:09 +2ms service=bus type=message.updated publishing INFO 2026-01-22T15:06:09 +325ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:06:09 +18ms service=permission permission=edit pattern=app/input/results.json ruleset=[{"permission":"*","pattern":"*","action":"allow"},{"permission":"doom_loop","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","pattern":"*","action":"deny"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","pattern":"*","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-01-22T15:06:09 +0ms service=permission permission=edit pattern=app/input/results.json action={"permission":"*","pattern":"*","action":"allow"} evaluated INFO 2026-01-22T15:06:09 +0ms service=bus type=file.edited publishing INFO 2026-01-22T15:06:09 +1ms service=format file=/app/input/results.json formatting INFO 2026-01-22T15:06:09 +1ms service=format name=zig ext=.json checking INFO 2026-01-22T15:06:09 +0ms service=format name=uv format ext=.json checking INFO 2026-01-22T15:06:09 +0ms service=format name=terraform ext=.json checking INFO 2026-01-22T15:06:09 +0ms service=format name=standardrb ext=.json checking INFO 2026-01-22T15:06:09 +0ms service=format name=shfmt ext=.json checking INFO 2026-01-22T15:06:09 +0ms service=format name=rustfmt ext=.json checking INFO 2026-01-22T15:06:09 +0ms service=format name=ruff ext=.json checking INFO 2026-01-22T15:06:09 +0ms service=format name=rubocop ext=.json checking INFO 2026-01-22T15:06:09 +0ms service=format name=air ext=.json checking INFO 2026-01-22T15:06:09 +0ms service=format name=prettier ext=.json checking INFO 2026-01-22T15:06:09 +2ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:06:09 +4ms service=format name=oxfmt ext=.json checking INFO 2026-01-22T15:06:09 +0ms service=format name=ocamlformat ext=.json checking INFO 2026-01-22T15:06:09 +0ms service=format name=nixfmt ext=.json checking INFO 2026-01-22T15:06:09 +0ms service=format name=mix ext=.json checking INFO 2026-01-22T15:06:09 +0ms service=format name=latexindent ext=.json checking INFO 2026-01-22T15:06:09 +0ms service=format name=ktlint ext=.json checking INFO 2026-01-22T15:06:09 +1ms service=format name=htmlbeautifier ext=.json checking INFO 2026-01-22T15:06:09 +0ms service=format name=gofmt ext=.json checking INFO 2026-01-22T15:06:09 +0ms service=format name=gleam ext=.json checking INFO 2026-01-22T15:06:09 +0ms service=format name=dart ext=.json checking INFO 2026-01-22T15:06:09 +1ms service=format name=clang-format ext=.json checking INFO 2026-01-22T15:06:09 +0ms service=format name=cargofmt ext=.json checking INFO 2026-01-22T15:06:09 +0ms service=format name=biome ext=.json checking INFO 2026-01-22T15:06:09 +6ms service=bus type=message.part.updated publishing The `test_cases.json` file contains 18 test cases (indices 0 to 17). I will now classify each case based on the provided guidelines: **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 --- **Case-by-Case Classification:** 1. **Case 0 (Sarah Chen & Marcus Johnson):** * **Evidence:** `candidate_bio` mentions "Previously at Stripe" (where Primary works). `comment_text` includes: "Sarah!" (familiarity), "I still remember those late nights in 2019 when we were whiteboarding the first version of this in the old office" (shared experience/colleagues), "Drinks soon to celebrate?" (non-work interaction). * **Classification:** **True** (Strong evidence of shared work history and personal connection). 2. **Case 1 (David Park & Jennifer Walsh):** * **Evidence:** The post is about the Series B funding led by Sequoia (where Candidate is a Partner). The comment is "Congrats David! Well deserved." (Generic professional comment). * **Classification:** **False** (Professional and transactional relationship between CEO and lead investor; the comment is purely generic). 3. **Case 2 (Rachel Torres & Michael Okonkwo):** * **Evidence:** `comment_text` includes: "Haha Rach," (nickname/familiarity), "you literally said the same thing at dinner last month" (shared non-work interaction), "You were right (as usual)" (inside knowledge/familiarity). * **Classification:** **True** (Strong evidence of a personal/friendly relationship outside of work). 4. **Case 3 (James Liu & Amanda Stevens):** * **Evidence:** The comment is "Great work! This is exactly what the field needs. Looking forward to reading the full paper." (Generic professional praise). No personal details. * **Classification:** **False** (Weak evidence, purely professional praise). 5. **Case 4 (Emily Richardson & Tom Bradley):** * **Evidence:** `comment_text` includes: "Tom!!" (familiarity), "Remember when we both started the same week back in 2016?" (shared experience/colleagues), "Coffee next week - I want to hear all about what's next." (non-work interaction), "still holding you to that fishing trip promise" (inside joke/shared non-work experience). * **Classification:** **True** (Strong evidence of shared history and a deep personal connection). 6. **Case 5 (Kevin Patel & Lisa Zhang):** * **Evidence:** The comment is "Thanks for sharing! This is really helpful advice." (Generic professional thanks). No personal details. * **Classification:** **False** (Weak evidence, purely transactional/informational exchange). 7. **Case 6 (Olivia Martinez & Robert Kim):** * **Evidence:** `comment_text` includes: "Liv!" (nickname/familiarity), "Was looking for you at the Andreessen party" (shared social event/insider knowledge), "Let's grab lunch when you're back in SF" (non-work interaction), "how's the new puppy adjusting??" (personal question, non-work related). * **Classification:** **True** (Strong evidence of a close personal relationship). 8. **Case 7 (Daniel Brown & Sophia Lee):** * **Evidence:** The comment is "Congratulations on this milestone! ����" (Generic professional congratulation). No personal details. * **Classification:** **False** (Weak evidence, purely formal/generic). 9. **Case 8 (Chris Anderson & Patricia Nguyen):** * **Evidence:** `comment_text` includes: "PATRICIA!!!" (familiarity), "I've watched you grow from that nervous new grad I onboarded at LinkedIn 8 years ago" (shared experience/mentor-mentee relationship), "You earned every bit of this." (personal congratulations), "Dinner's on me - and bring Alex, we need to finally meet this mysterious partner of yours!" (non-work interaction, knowledge of candidate's partner). * **Classification:** **True** (Strong evidence of a historical and personal connection). 10. **Case 9 (Andrew Thompson & Maria Santos):** * **Evidence:** The comment is "Very insightful analysis. Would love to connect and discuss further." (Generic professional interest/request for transactional networking). * **Classification:** **False** (Weak evidence, purely transactional/formal). 11. **Case 10 (Jessica Williams & Brian O'Connor):** * **Evidence:** `comment_text` includes: "There she is!!" (familiarity), "142% is insane Jess" (nickname/familiarity), "I still can't believe you closed that Walmart deal while we were at your lake house last summer" (shared non-work and work experience/inside knowledge), "the kids are still talking about it" (shared family/non-work interaction). * **Classification:** **True** (Strong evidence of a close personal and family connection). 12. **Case 11 (Nathan Clark & Michelle Davis):** * **Evidence:** The comment is "Interesting approach! Looking forward to reading the technical details." (Generic professional interest). Both work at competing companies (Spotify/Apple Music), making a deep personal relationship less likely based on the context, though not impossible. No personal details. * **Classification:** **False** (Weak evidence, purely professional/informational). 13. **Case 12 (Laura Chen & Steven Wright):** * **Evidence:** `comment_text` includes: "Steve," (familiarity), "brought back so many memories from our Google days!" (shared experience/colleagues), "massive reorg together in 2018" (specific shared work experience), "Miss working with you - let's catch up soon." (non-work interaction), "How's Emma doing at Berkeley btw?" (personal question, non-work related). * **Classification:** **True** (Strong evidence of a former colleague relationship that has maintained a personal component). 14. **Case 13 (Ryan Murphy & Angela Foster):** * **Evidence:** The comment is "Great thread! Bookmarking this for future reference. Thanks for sharing your learnings." (Generic professional appreciation/informational). * **Classification:** **False** (Weak evidence, purely professional/informational). 15. **Case 14 (Hannah Miller & George Adams):** * **Evidence:** `comment_text` includes: "Hannah," (familiarity), "I still remember when you pitched this idea to me over coffee right before you left GS" (shared work history/specific shared conversation), "So proud of everything you've built." (personal congratulations), "Let's do our annual catch-up dinner soon? Same spot as always?" (non-work interaction, suggesting an established personal tradition). * **Classification:** **True** (Strong evidence of a former senior-junior work relationship that evolved into a personal, ongoing connection). 16. **Case 15 (Tyler Robinson & Samantha Brooks):** * **Evidence:** The comment is "Interesting perspective. Would be curious to see some data backing this up." (Generic professional challenge/interest). * **Classification:** **False** (Weak evidence, purely professional/transactional). 17. **Case 16 (Diana Rodriguez & William Chang):** * **Evidence:** `comment_text` includes: "Will!!!" (familiarity), "You were my first mentor when I joined Amazon in 2015" (shared experience/mentor-mentee relationship), "Remember when you stayed late for 3 weeks straight helping me debug that inventory system issue?" (specific shared work experience), "You're the reason I became a CTO." (personal impact), "Beers next time I'm in Seattle - non-negotiable! ����" (non-work interaction). * **Classification:** **True** (Strong evidence of a former colleague/mentor-mentee relationship with a clear personal bond). 18. **Case 17 (Eric Foster & Nicole Baker):** * **Evidence:** The comment is "Some valid points here. Though I think the answer is more nuanced - it depends on the type of work and team culture." (Generic professional disagreement/nuance). Both work for competing collaboration tool companies (Slack/Microsoft Teams). No personal details. * **Classification:** **False** (Weak evidence, purely professional/analytical). --- I will now generate the `results.json` file with the final classifications. **Final Classifications:** | Case Index | Knows Each Other | | :--------: | :--------------: | | 0 | true | | 1 | false | | 2 | true | | 3 | false | | 4 | true | | 5 | false | | 6 | true | | 7 | false | | 8 | true | | 9 | false | | 10 | true | | 11 | false | | 12 | true | | 13 | false | | 14 | true | | 15 | false | | 16 | true | | 17 | false | INFO 2026-01-22T15:06:09 +4ms service=file.time sessionID=ses_419c25f0effesZY2oasicYC7kd file=/app/input/results.json read INFO 2026-01-22T15:06:09 +1ms service=lsp file=/app/input/results.json touching file INFO 2026-01-22T15:06:09 +3ms service=bus type=message.part.updated publishing |  Write app/input/results.json INFO 2026-01-22T15:06:09 +5ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:06:09 +1ms service=bus type=message.updated publishing INFO 2026-01-22T15:06:09 +5ms service=bus type=message.updated publishing INFO 2026-01-22T15:06:09 +15ms service=bus type=session.status publishing INFO 2026-01-22T15:06:09 +1ms service=session.prompt step=3 sessionID=ses_419c25f0effesZY2oasicYC7kd loop INFO 2026-01-22T15:06:09 +15ms service=bus type=message.updated publishing INFO 2026-01-22T15:06:09 +2ms service=bus type=session.updated publishing INFO 2026-01-22T15:06:09 +1ms service=bus type=session.diff publishing INFO 2026-01-22T15:06:09 +1ms service=bus type=message.updated publishing INFO 2026-01-22T15:06:09 +1ms service=session.prompt status=started resolveTools INFO 2026-01-22T15:06:09 +1ms service=tool.registry status=started invalid INFO 2026-01-22T15:06:09 +0ms service=tool.registry status=started question INFO 2026-01-22T15:06:09 +0ms service=tool.registry status=started bash INFO 2026-01-22T15:06:09 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2026-01-22T15:06:09 +1ms service=tool.registry status=started read INFO 2026-01-22T15:06:09 +0ms service=tool.registry status=started glob INFO 2026-01-22T15:06:09 +0ms service=tool.registry status=started grep INFO 2026-01-22T15:06:09 +1ms service=tool.registry status=started edit INFO 2026-01-22T15:06:09 +0ms service=tool.registry status=started write INFO 2026-01-22T15:06:09 +0ms service=tool.registry status=started task INFO 2026-01-22T15:06:09 +0ms service=tool.registry status=started webfetch INFO 2026-01-22T15:06:09 +0ms service=tool.registry status=started todowrite INFO 2026-01-22T15:06:09 +0ms service=tool.registry status=started todoread INFO 2026-01-22T15:06:09 +0ms service=tool.registry status=started skill INFO 2026-01-22T15:06:09 +0ms service=tool.registry status=completed duration=2 invalid INFO 2026-01-22T15:06:09 +1ms service=tool.registry status=completed duration=3 question INFO 2026-01-22T15:06:09 +0ms service=tool.registry status=completed duration=2 read INFO 2026-01-22T15:06:09 +0ms service=tool.registry status=completed duration=2 glob INFO 2026-01-22T15:06:09 +0ms service=tool.registry status=completed duration=2 grep INFO 2026-01-22T15:06:09 +1ms service=tool.registry status=completed duration=2 edit INFO 2026-01-22T15:06:09 +0ms service=tool.registry status=completed duration=2 write INFO 2026-01-22T15:06:09 +0ms service=tool.registry status=completed duration=2 webfetch INFO 2026-01-22T15:06:09 +0ms service=tool.registry status=completed duration=2 todowrite INFO 2026-01-22T15:06:09 +0ms service=tool.registry status=completed duration=2 todoread INFO 2026-01-22T15:06:09 +0ms service=tool.registry status=completed duration=4 bash INFO 2026-01-22T15:06:09 +0ms service=tool.registry status=completed duration=2 skill INFO 2026-01-22T15:06:09 +2ms service=permission permission=task pattern=general ruleset=[{"permission":"*","action":"allow","pattern":"*"},{"permission":"doom_loop","action":"ask","pattern":"*"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","action":"deny","pattern":"*"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","action":"allow","pattern":"*"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-01-22T15:06:09 +0ms service=permission permission=task pattern=explore ruleset=[{"permission":"*","action":"allow","pattern":"*"},{"permission":"doom_loop","action":"ask","pattern":"*"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","action":"deny","pattern":"*"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","action":"allow","pattern":"*"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-01-22T15:06:09 +0ms service=tool.registry status=completed duration=4 task INFO 2026-01-22T15:06:09 +4ms service=session.prompt status=completed duration=11 resolveTools INFO 2026-01-22T15:06:09 +6ms service=session.processor process INFO 2026-01-22T15:06:09 +1ms service=llm providerID=openrouter modelID=google/gemini-2.5-flash-preview-09-2025 sessionID=ses_419c25f0effesZY2oasicYC7kd small=false agent=build stream INFO 2026-01-22T15:06:09 +19ms service=bus type=session.status publishing INFO 2026-01-22T15:06:10 +1348ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:06:10 +1ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:06:10 +46ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:06:10 +49ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:06:10 +31ms service=bus type=message.part.updated publishing I have classified all 18 test cases from `test_cases.json` and output the results to `results.json` as requested. INFO 2026-01-22T15:06:10 +2ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:06:10 +1ms service=bus type=message.updated publishing INFO 2026-01-22T15:06:10 +17ms service=bus type=message.updated publishing INFO 2026-01-22T15:06:10 +1ms service=bus type=session.status publishing INFO 2026-01-22T15:06:10 +0ms service=session.prompt step=4 sessionID=ses_419c25f0effesZY2oasicYC7kd loop INFO 2026-01-22T15:06:11 +20ms service=bus type=message.updated publishing INFO 2026-01-22T15:06:11 +1ms service=bus type=session.updated publishing INFO 2026-01-22T15:06:11 +1ms service=bus type=session.diff publishing INFO 2026-01-22T15:06:11 +0ms service=session.prompt sessionID=ses_419c25f0effesZY2oasicYC7kd exiting loop INFO 2026-01-22T15:06:11 +2ms service=session.compaction pruning INFO 2026-01-22T15:06:11 +14ms service=session.prompt sessionID=ses_419c25f0effesZY2oasicYC7kd cancel INFO 2026-01-22T15:06:11 +0ms service=bus type=session.status publishing INFO 2026-01-22T15:06:11 +0ms service=bus type=session.idle publishing INFO 2026-01-22T15:06:11 +2ms service=default directory=/app/input disposing instance INFO 2026-01-22T15:06:11 +1ms service=state key=/app/input waiting for state disposal to complete INFO 2026-01-22T15:06:11 +4ms 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.