/home/llmeval/.local/share/uv/tools/cubbi/lib/python3.12/site-packages/click/core.py:1213: UserWarning: The parameter -m is used more than once. Remove its duplicate as parameters should be unique. parser = self.make_parser(ctx) /home/llmeval/.local/share/uv/tools/cubbi/lib/python3.12/site-packages/click/core.py:1206: UserWarning: The parameter -m is used more than once. Remove its duplicate as parameters should be unique. self.parse_args(ctx, args) Using UID: 1000, GID: 1000 Forwarding environment variable OPENROUTER_API_KEY to container Mounting local directory /home/llmeval/llmeval/runs/run_20251221_150020/task11_relationship_classifier/openrouter-google-gemini-2.5-flash-lite-preview-09-2025/workspace to /app No project_name provided - skipping configuration directory setup. Session created successfully! Session ID: 2caeb36e Image: opencode Executing command and waiting for completion... Container will exit after command completes. Command logs: Initializing opencode v1.0.0 Setting up user 'cubbi' with UID: 1000, GID: 1000 Setting up standard directories Created directory: /app Created directory: /cubbi-config Created directory: /cubbi-config/home Creating /home/cubbi as symlink to /cubbi-config/home Created directory: /cubbi-config/home/.local Copied /root/.local/bin to user directory Running opencode-specific initialization Added litellm custom provider with 145 models to OpenCode configuration Added openrouter standard provider with 349 models to OpenCode configuration Set default model to openrouter/google/gemini-2.5-flash-lite-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 2025-12-21T15:16:04 +471ms service=default version=1.0.155 args=["run","--print-logs"] opencode INFO 2025-12-21T15:16:04 +2ms service=default directory=/app/input creating instance INFO 2025-12-21T15:16:04 +0ms service=project directory=/app/input fromDirectory INFO 2025-12-21T15:16:04 +4ms service=storage index=0 running migration ERROR 2025-12-21T15:16:04 +7ms service=storage index=0 failed to run migration INFO 2025-12-21T15:16:04 +0ms service=storage index=1 running migration INFO 2025-12-21T15:16:04 +4ms service=default directory=/app/input bootstrapping INFO 2025-12-21T15:16:04 +3ms service=config path=/home/cubbi/.config/opencode/config.json loading INFO 2025-12-21T15:16:04 +43ms service=config path=/home/cubbi/.config/opencode/opencode.json loading INFO 2025-12-21T15:16:04 +3ms service=config path=/home/cubbi/.config/opencode/opencode.jsonc 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+106ms service=bun code=0 stdout=bun add v1.3.4 (5eb2145b) installed opencode-copilot-auth@0.0.9 1 package installed [98.00ms] stderr=Resolving dependencies Resolved, downloaded and extracted [4] Saved lockfile done INFO 2025-12-21T15:16:05 +5ms service=plugin path=opencode-anthropic-auth@0.0.5 loading plugin INFO 2025-12-21T15:16:05 +2ms service=bun pkg=opencode-anthropic-auth version=0.0.5 installing package using Bun's default registry resolution INFO 2025-12-21T15:16:05 +0ms service=bun cmd=["/opt/node/lib/node_modules/opencode-ai/node_modules/opencode-linux-x64/bin/opencode","add","--force","--exact","--cwd","/home/cubbi/.cache/opencode","opencode-anthropic-auth@0.0.5"] cwd=/home/cubbi/.cache/opencode running INFO 2025-12-21T15:16:06 +830ms service=bun code=0 stdout=bun add v1.3.4 (5eb2145b) + opencode-copilot-auth@0.0.9 installed opencode-anthropic-auth@0.0.5 14 packages installed [820.00ms] stderr=Resolving dependencies Resolved, downloaded and extracted [50] Saved lockfile done 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service=bus type=session.status publishing INFO 2025-12-21T15:16:07 +606ms service=bus type=message.part.updated publishing INFO 2025-12-21T15:16:07 +4ms service=bus type=message.part.updated publishing INFO 2025-12-21T15:16:07 +58ms service=bus type=message.part.updated publishing INFO 2025-12-21T15:16:07 +37ms service=bus type=message.part.updated publishing ERROR 2025-12-21T15:16:07 +119ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2025-12-21T15:16:07 +0ms service=default e=NotFoundError rejection INFO 2025-12-21T15:16:07 +14ms service=bus type=message.part.updated publishing INFO 2025-12-21T15:16:07 +55ms service=bus type=message.part.updated publishing INFO 2025-12-21T15:16:07 +106ms service=bus type=message.part.updated publishing INFO 2025-12-21T15:16:07 +3ms service=bus type=message.part.updated publishing INFO 2025-12-21T15:16:07 +25ms service=bus type=message.part.updated publishing |  Glob app/input INFO 2025-12-21T15:16:07 +59ms service=bus type=message.part.updated publishing INFO 2025-12-21T15:16:07 +1ms service=bus type=message.part.updated publishing INFO 2025-12-21T15:16:07 +20ms service=bus type=message.part.updated publishing INFO 2025-12-21T15:16:07 +4ms service=bus type=message.part.updated publishing INFO 2025-12-21T15:16:07 +4ms service=bus type=message.part.updated publishing INFO 2025-12-21T15:16:07 +1ms service=bus type=message.updated publishing I understand the task. I need to read the classification criteria from `classifier_prompt.md` and the test cases from `test_cases.json`, then classify each case based on whether the two individuals know each other personally, outputting the results to `results.json`. I will start by searching for the required files and then proceed with the analysis. 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duration=0 task INFO 2025-12-21T15:16:07 +3ms service=session.prompt status=completed duration=4 resolveTools INFO 2025-12-21T15:16:07 +2ms service=session.processor process INFO 2025-12-21T15:16:07 +0ms service=llm providerID=openrouter modelID=google/gemini-2.5-flash-lite-preview-09-2025 sessionID=ses_4be84939cffeUo1M2GcCjrNLvq small=false agent=build stream INFO 2025-12-21T15:16:07 +1ms service=llm providerID=openrouter modelID=google/gemini-2.5-flash-lite-preview-09-2025 sessionID=ses_4be84939cffeUo1M2GcCjrNLvq small=false agent=build params={"options":{}} params INFO 2025-12-21T15:16:07 +10ms service=bus type=session.status publishing INFO 2025-12-21T15:16:07 +9ms service=bus type=session.updated publishing |  Glob app/input INFO 2025-12-21T15:16:07 +19ms service=session.summary title=Classifying LinkedIn relationship interactions title INFO 2025-12-21T15:16:07 +1ms service=bus type=message.updated publishing INFO 2025-12-21T15:16:08 +422ms service=bus type=message.part.updated publishing INFO 2025-12-21T15:16:08 +1ms service=bus type=message.part.updated publishing INFO 2025-12-21T15:16:08 +14ms service=bus type=message.part.updated publishing INFO 2025-12-21T15:16:08 +140ms service=bus type=message.part.updated publishing INFO 2025-12-21T15:16:08 +28ms service=bus type=message.part.updated publishing INFO 2025-12-21T15:16:08 +48ms service=bus type=message.part.updated publishing INFO 2025-12-21T15:16:08 +1ms service=bus type=message.part.updated publishing INFO 2025-12-21T15:16:08 +3ms service=lsp file=/app/input/test_cases.json touching file INFO 2025-12-21T15:16:08 +0ms service=file.time sessionID=ses_4be84939cffeUo1M2GcCjrNLvq file=/app/input/test_cases.json read INFO 2025-12-21T15:16:08 +2ms service=bus type=message.part.updated publishing |  Read app/input/test_cases.json INFO 2025-12-21T15:16:08 +5ms service=bus type=message.part.updated publishing INFO 2025-12-21T15:16:08 +2ms service=bus type=message.part.updated publishing INFO 2025-12-21T15:16:08 +1ms service=bus type=message.updated publishing I found `test_cases.json` but `classifier_prompt.md` is not present in the current directory. Since the key classification guidelines are provided in the instructions, I will proceed by using those guidelines and assume the content of `classifier_prompt.md` aligns with the provided "Key Classification Guidelines." Now, I will read the test cases to begin the classification process. ERROR 2025-12-21T15:16:08 +4ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2025-12-21T15:16:08 +0ms service=default e=NotFoundError rejection INFO 2025-12-21T15:16:08 +11ms service=bus type=message.updated publishing INFO 2025-12-21T15:16:08 +0ms service=bus type=session.status publishing INFO 2025-12-21T15:16:08 +0ms service=session.prompt step=2 sessionID=ses_4be84939cffeUo1M2GcCjrNLvq loop INFO 2025-12-21T15:16:08 +8ms service=bus type=message.updated publishing INFO 2025-12-21T15:16:08 +8ms service=bus type=session.updated publishing INFO 2025-12-21T15:16:08 +0ms service=bus type=session.diff publishing INFO 2025-12-21T15:16:08 +3ms service=bus type=message.updated publishing INFO 2025-12-21T15:16:08 +0ms service=session.prompt status=started resolveTools INFO 2025-12-21T15:16:08 +1ms service=tool.registry status=started invalid INFO 2025-12-21T15:16:08 +0ms service=tool.registry status=started bash INFO 2025-12-21T15:16:08 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2025-12-21T15:16:08 +0ms service=tool.registry status=started read INFO 2025-12-21T15:16:08 +0ms service=tool.registry status=started glob INFO 2025-12-21T15:16:08 +0ms service=tool.registry status=started grep INFO 2025-12-21T15:16:08 +0ms service=tool.registry status=started list INFO 2025-12-21T15:16:08 +0ms service=tool.registry status=started edit INFO 2025-12-21T15:16:08 +0ms service=tool.registry status=started write INFO 2025-12-21T15:16:08 +0ms service=tool.registry status=started task INFO 2025-12-21T15:16:08 +1ms service=tool.registry status=started webfetch INFO 2025-12-21T15:16:08 +0ms service=tool.registry status=started todowrite INFO 2025-12-21T15:16:08 +0ms service=tool.registry status=started todoread INFO 2025-12-21T15:16:08 +0ms service=tool.registry status=completed duration=1 invalid INFO 2025-12-21T15:16:08 +0ms service=tool.registry status=completed duration=1 read INFO 2025-12-21T15:16:08 +0ms service=tool.registry status=completed duration=1 glob INFO 2025-12-21T15:16:08 +0ms service=tool.registry status=completed duration=1 grep INFO 2025-12-21T15:16:08 +0ms service=tool.registry status=completed duration=1 list INFO 2025-12-21T15:16:08 +0ms service=tool.registry status=completed duration=1 edit INFO 2025-12-21T15:16:08 +0ms service=tool.registry status=completed duration=1 write INFO 2025-12-21T15:16:08 +0ms service=tool.registry status=completed duration=0 webfetch INFO 2025-12-21T15:16:08 +0ms service=tool.registry status=completed duration=0 todowrite INFO 2025-12-21T15:16:08 +0ms service=tool.registry status=completed duration=0 todoread INFO 2025-12-21T15:16:08 +0ms service=tool.registry status=completed duration=1 bash INFO 2025-12-21T15:16:08 +0ms service=tool.registry status=completed duration=1 task INFO 2025-12-21T15:16:08 +2ms service=session.prompt status=completed duration=4 resolveTools INFO 2025-12-21T15:16:08 +9ms service=session.processor process INFO 2025-12-21T15:16:08 +0ms service=llm providerID=openrouter modelID=google/gemini-2.5-flash-lite-preview-09-2025 sessionID=ses_4be84939cffeUo1M2GcCjrNLvq small=false agent=build stream INFO 2025-12-21T15:16:08 +1ms service=llm providerID=openrouter modelID=google/gemini-2.5-flash-lite-preview-09-2025 sessionID=ses_4be84939cffeUo1M2GcCjrNLvq small=false agent=build params={"options":{}} params INFO 2025-12-21T15:16:08 +6ms service=bus type=session.status publishing INFO 2025-12-21T15:16:08 +215ms service=session.summary title=Classifying LinkedIn relationship interactions title INFO 2025-12-21T15:16:08 +0ms service=bus type=message.updated publishing INFO 2025-12-21T15:16:09 +369ms service=bus type=message.part.updated publishing INFO 2025-12-21T15:16:09 +1ms service=bus type=message.part.updated publishing INFO 2025-12-21T15:16:09 +49ms service=bus type=message.part.updated publishing INFO 2025-12-21T15:16:09 +46ms service=bus type=message.part.updated publishing INFO 2025-12-21T15:16:09 +145ms service=bus type=message.part.updated publishing INFO 2025-12-21T15:16:09 +108ms service=bus type=message.part.updated publishing ERROR 2025-12-21T15:16:09 +33ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2025-12-21T15:16:09 +0ms service=default e=NotFoundError rejection INFO 2025-12-21T15:16:09 +141ms service=bus type=message.part.updated publishing INFO 2025-12-21T15:16:09 +409ms service=bus type=message.part.updated publishing INFO 2025-12-21T15:16:09 +3ms service=bus type=message.part.updated publishing INFO 2025-12-21T15:16:10 +254ms service=bus type=message.part.updated publishing INFO 2025-12-21T15:16:10 +55ms service=bus type=message.part.updated publishing INFO 2025-12-21T15:16:10 +208ms service=bus type=message.part.updated publishing ERROR 2025-12-21T15:16:10 +77ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2025-12-21T15:16:10 +0ms service=default e=NotFoundError rejection INFO 2025-12-21T15:16:10 +62ms service=bus type=message.part.updated publishing INFO 2025-12-21T15:16:10 +189ms service=bus type=message.part.updated publishing INFO 2025-12-21T15:16:10 +170ms service=bus type=message.part.updated publishing INFO 2025-12-21T15:16:11 +252ms service=bus type=message.part.updated publishing INFO 2025-12-21T15:16:11 +96ms service=bus type=message.part.updated publishing INFO 2025-12-21T15:16:11 +155ms service=bus type=message.part.updated publishing ERROR 2025-12-21T15:16:11 +141ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2025-12-21T15:16:11 +0ms service=default e=NotFoundError rejection INFO 2025-12-21T15:16:11 +17ms service=bus type=message.part.updated publishing INFO 2025-12-21T15:16:11 +168ms service=bus type=message.part.updated publishing INFO 2025-12-21T15:16:12 +220ms service=bus type=message.part.updated publishing INFO 2025-12-21T15:16:12 +157ms service=bus type=message.part.updated publishing INFO 2025-12-21T15:16:12 +173ms service=bus type=message.part.updated publishing INFO 2025-12-21T15:16:12 +224ms service=bus type=message.part.updated publishing ERROR 2025-12-21T15:16:12 +62ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2025-12-21T15:16:12 +0ms service=default e=NotFoundError rejection INFO 2025-12-21T15:16:12 +90ms service=bus type=message.part.updated publishing INFO 2025-12-21T15:16:12 +179ms service=bus type=message.part.updated publishing INFO 2025-12-21T15:16:13 +167ms service=bus type=message.part.updated publishing INFO 2025-12-21T15:16:13 +208ms service=bus type=message.part.updated publishing INFO 2025-12-21T15:16:13 +179ms service=bus type=message.part.updated publishing INFO 2025-12-21T15:16:13 +208ms service=bus type=message.part.updated publishing ERROR 2025-12-21T15:16:13 +65ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2025-12-21T15:16:13 +0ms service=default e=NotFoundError rejection INFO 2025-12-21T15:16:13 +185ms service=bus type=message.part.updated publishing INFO 2025-12-21T15:16:13 +36ms service=bus type=message.part.updated publishing INFO 2025-12-21T15:16:14 +743ms service=bus type=message.part.updated publishing INFO 2025-12-21T15:16:14 +1ms service=bus type=file.edited publishing INFO 2025-12-21T15:16:14 +0ms service=format file=/app/input/results.json formatting INFO 2025-12-21T15:16:14 +1ms service=format name=zig ext=.json checking INFO 2025-12-21T15:16:14 +1ms service=format name=uv format ext=.json checking INFO 2025-12-21T15:16:14 +0ms service=format name=terraform ext=.json checking INFO 2025-12-21T15:16:14 +0ms service=format name=standardrb ext=.json checking INFO 2025-12-21T15:16:14 +0ms service=format name=ruff ext=.json checking INFO 2025-12-21T15:16:14 +0ms service=format name=rubocop ext=.json checking INFO 2025-12-21T15:16:14 +0ms service=format name=air ext=.json checking INFO 2025-12-21T15:16:14 +0ms service=format name=prettier ext=.json checking INFO 2025-12-21T15:16:14 +0ms service=bus type=message.part.updated publishing INFO 2025-12-21T15:16:14 +3ms service=format name=ocamlformat ext=.json checking INFO 2025-12-21T15:16:14 +1ms service=format name=mix ext=.json checking INFO 2025-12-21T15:16:14 +0ms service=format name=latexindent ext=.json checking INFO 2025-12-21T15:16:14 +0ms service=format name=ktlint ext=.json checking INFO 2025-12-21T15:16:14 +0ms service=format name=htmlbeautifier ext=.json checking INFO 2025-12-21T15:16:14 +0ms service=format name=gofmt ext=.json checking INFO 2025-12-21T15:16:14 +0ms service=format name=gleam ext=.json checking INFO 2025-12-21T15:16:14 +0ms service=format name=dart ext=.json checking INFO 2025-12-21T15:16:14 +0ms service=format name=clang-format ext=.json checking INFO 2025-12-21T15:16:14 +0ms service=format name=biome ext=.json checking INFO 2025-12-21T15:16:14 +2ms service=file.time sessionID=ses_4be84939cffeUo1M2GcCjrNLvq file=/app/input/results.json read INFO 2025-12-21T15:16:14 +0ms service=lsp file=/app/input/results.json touching file INFO 2025-12-21T15:16:14 +2ms service=bus type=message.part.updated publishing |  Write app/input/results.json INFO 2025-12-21T15:16:14 +19ms service=bus type=message.part.updated publishing INFO 2025-12-21T15:16:14 +3ms service=bus type=message.part.updated publishing INFO 2025-12-21T15:16:14 +0ms service=bus type=message.updated publishing The file `test_cases.json` contains 14 test cases (indexed 0 through 13), not 20 as initially stated in the prompt structure, but I will classify all present cases. I have the test data and the classification guidelines. I will now process each case. ### Classification Logic / Analysis **Case 0 (Sarah Chen & Marcus Johnson):** * **Profiles:** Both have a history at Stripe. * **Interaction:** Candidate (Marcus) comments on Primary's (Sarah) post about a big team launch. * **Comment Content:** Marcus mentions "late nights in the old office," refers to a "whiteboarding the first version," and suggests "Drinks soon to celebrate?" * **Conclusion:** Strong evidence of a past working relationship and current personal planning. **knows_each_other: true** **Case 1 (David Park & Jennifer Walsh):** * **Profiles:** David is Founder/CEO, Jennifer is Partner at Sequoia (Investor). * **Interaction:** Candidate (Investor) comments on Primary's (Founder) fundraising post. * **Comment Content:** "Congrats David! Well deserved." (Generic professional congratulation). * **Conclusion:** Purely transactional/professional exchange (Investor-Founder). **knows_each_other: false** **Case 2 (Rachel Torres & Michael Okonkwo):** * **Profiles:** CMO and VP Marketing at different companies. Peer level. * **Interaction:** Candidate (Michael) comments on Primary's (Rachel) post about marketing principles. * **Comment Content:** Michael references a past event: "you literally said the same thing at dinner last month" and mentions his team adopting the advice. * **Conclusion:** Reference to a specific shared event ("dinner") and personal adherence to advice. **knows_each_other: true** **Case 3 (James Liu & Amanda Stevens):** * **Profiles:** ML Engineer at OpenAI and Data Scientist at Netflix. Industry peers. * **Interaction:** Candidate comments on Primary's paper announcement. * **Comment Content:** "Great work! This is exactly what the field needs. Looking forward to reading the full paper." (Generic professional praise). * **Conclusion:** Standard professional engagement on a technical topic. **knows_each_other: false** **Case 4 (Emily Richardson & Tom Bradley):** * **Profiles:** Head of Product at Figma and Design Director at Airbnb. * **Interaction:** Primary (Emily) comments on Candidate's (Tom, Ex-Airbnb) departure post. * **Comment Content:** Emily references a shared start date ("same week back in 2016"), suggests "Coffee next week," and references a "fishing trip promise." * **Conclusion:** Strong reference to shared history and explicit plan for a personal follow-up (fishing trip promise). **knows_each_other: true** **Case 5 (Kevin Patel & Lisa Zhang):** * **Profiles:** Advisor/Ex-CTO and Stealth Startup Founder. Potential professional connection, but role dynamic is advisory. * **Interaction:** Candidate comments on Primary's technical philosophy post. * **Comment Content:** "Thanks for sharing! This is really helpful advice." (Generic transactional engagement). * **Conclusion:** Professional courtesy, no personal signifiers. **knows_each_other: false** **Case 6 (Olivia Martinez & Robert Kim):** * **Profiles:** CEO of HealthTech and CMO of Digital Health. Peers in the same industry. * **Interaction:** Candidate comments on Primary's conference recap post. * **Comment Content:** Robert references seeing Olivia at "the Andreessen party," suggests "lunch when you're back in SF," and asks about her "new puppy." * **Conclusion:** References to parties, geography, and personal pets. **knows_each_other: true** **Case 7 (Daniel Brown & Sophia Lee):** * **Profiles:** PM at Meta and Product Lead at TikTok. Peers in tech/social media. * **Interaction:** Candidate comments on Primary's work anniversary post. * **Comment Content:** "Congratulations on this milestone! ����" (Standard congratulations). * **Conclusion:** Formal, generic congratulations. **knows_each_other: false** **Case 8 (Chris Anderson & Patricia Nguyen):** * **Profiles:** Engineering Manager and Staff Engineer. Industry peers. * **Interaction:** Primary comments on Candidate's promotion post. * **Comment Content:** Chris references onboarding Patricia as a "nervous new grad I onboarded at LinkedIn 8 years ago," references her partner ("Alex"), and insists on "Dinner's on me." * **Conclusion:** Strong evidence of a past mentor/mentee relationship with shared professional history and personal details. **knows_each_other: true** **Case 9 (Andrew Thompson & Maria Santos):** * **Profiles:** Climate Tech Investor and Sustainability Director at Patagonia. Industry peers. * **Interaction:** Candidate comments on Primary's investment opportunity post. * **Comment Content:** "Very insightful analysis. Would love to connect and discuss further." (Formal transactional request). * **Conclusion:** Standard professional outreach for networking/business. **knows_each_other: false** **Case 10 (Jessica Williams & Brian O'Connor):** * **Profiles:** VP Sales at Salesforce and Sales Director at DocuSign. Sales peer group. * **Interaction:** Candidate comments on Primary's sales achievement post. * **Comment Content:** Brian references closing a deal "while we were at your lake house last summer" and mentions their kids talking about the trip. Suggests another personal meeting. * **Conclusion:** Strong evidence of shared non-work location (lake house) and discussion about children. **knows_each_other: true** **Case 11 (Nathan Clark & Michelle Davis):** * **Profiles:** Backend Engineer (Spotify) and Software Engineer (Apple Music). Industry peers in music tech. * **Interaction:** Candidate comments on Primary's product update post. * **Comment Content:** "Interesting approach! Looking forward to reading the technical details." (Standard professional interest). * **Conclusion:** Generic professional engagement on a technical matter. **knows_each_other: false** **Case 12 (Laura Chen & Steven Wright):** * **Profiles:** CPO at Stripe and Head of Talent at Plaid. HR/Talent peers. * **Interaction:** Primary comments on Candidate's reflection post. * **Comment Content:** Laura references navigating a "massive reorg together in 2018," discusses shared professional frameworks, mentions his daughter ("Emma doing at Berkeley"), and suggests catching up. * **Conclusion:** Explicit reference to shared, specific professional history ("massive reorg") and personal family detail. **knows_each_other: true** **Case 13 (Ryan Murphy & Angela Foster):** * **Profiles:** DevOps Engineer and Platform Engineer. Industry peers in infrastructure. * **Interaction:** Candidate comments on Primary's K8s lessons post. * **Comment Content:** "Great thread! Bookmarking this for future reference. Thanks for sharing your learnings." (Standard professional encouragement/read acknowledgment). * **Conclusion:** Generic professional feedback. **knows_each_other: false** ### Final Output Generation I will now format these conclusions into the required `results.json`.I have analyzed the 14 test cases provided in `test_cases.json` based on the key classification guidelines. I found that 7 cases showed strong evidence of personal knowledge, and 7 showed weak or absent evidence, indicating a purely professional or introductory relationship. I will now generate the required `results.json` file. INFO 2025-12-21T15:16:14 +14ms service=bus type=message.updated publishing INFO 2025-12-21T15:16:14 +2ms service=bus type=session.status publishing INFO 2025-12-21T15:16:14 +0ms service=session.prompt step=3 sessionID=ses_4be84939cffeUo1M2GcCjrNLvq loop INFO 2025-12-21T15:16:14 +20ms service=bus type=message.updated publishing INFO 2025-12-21T15:16:14 +2ms service=bus type=session.updated publishing INFO 2025-12-21T15:16:14 +0ms service=bus type=session.diff publishing INFO 2025-12-21T15:16:14 +6ms service=bus type=message.updated publishing INFO 2025-12-21T15:16:14 +0ms service=session.prompt status=started resolveTools INFO 2025-12-21T15:16:14 +0ms service=tool.registry status=started invalid INFO 2025-12-21T15:16:14 +0ms service=tool.registry status=started bash INFO 2025-12-21T15:16:14 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2025-12-21T15:16:14 +1ms service=tool.registry status=started read INFO 2025-12-21T15:16:14 +0ms service=tool.registry status=started glob INFO 2025-12-21T15:16:14 +0ms service=tool.registry status=started grep INFO 2025-12-21T15:16:14 +0ms service=tool.registry status=started list INFO 2025-12-21T15:16:14 +0ms service=tool.registry status=started edit INFO 2025-12-21T15:16:14 +0ms service=tool.registry status=started write INFO 2025-12-21T15:16:14 +0ms service=tool.registry status=started task INFO 2025-12-21T15:16:14 +0ms service=tool.registry status=started webfetch INFO 2025-12-21T15:16:14 +0ms service=tool.registry status=started todowrite INFO 2025-12-21T15:16:14 +0ms service=tool.registry status=started todoread INFO 2025-12-21T15:16:14 +0ms service=tool.registry status=completed duration=1 invalid INFO 2025-12-21T15:16:14 +0ms service=tool.registry status=completed duration=0 read INFO 2025-12-21T15:16:14 +0ms service=tool.registry status=completed duration=0 glob INFO 2025-12-21T15:16:14 +0ms service=tool.registry status=completed duration=0 grep INFO 2025-12-21T15:16:14 +0ms service=tool.registry status=completed duration=0 list INFO 2025-12-21T15:16:14 +0ms service=tool.registry status=completed duration=0 edit INFO 2025-12-21T15:16:14 +0ms service=tool.registry status=completed duration=0 write INFO 2025-12-21T15:16:14 +0ms service=tool.registry status=completed duration=0 webfetch INFO 2025-12-21T15:16:14 +0ms service=tool.registry status=completed duration=0 todowrite INFO 2025-12-21T15:16:14 +0ms service=tool.registry status=completed duration=0 todoread INFO 2025-12-21T15:16:14 +0ms service=tool.registry status=completed duration=1 bash INFO 2025-12-21T15:16:14 +0ms service=tool.registry status=completed duration=0 task INFO 2025-12-21T15:16:14 +4ms service=session.prompt status=completed duration=5 resolveTools INFO 2025-12-21T15:16:14 +10ms service=session.processor process INFO 2025-12-21T15:16:14 +1ms service=llm providerID=openrouter modelID=google/gemini-2.5-flash-lite-preview-09-2025 sessionID=ses_4be84939cffeUo1M2GcCjrNLvq small=false agent=build stream INFO 2025-12-21T15:16:14 +1ms service=llm providerID=openrouter modelID=google/gemini-2.5-flash-lite-preview-09-2025 sessionID=ses_4be84939cffeUo1M2GcCjrNLvq small=false agent=build params={"options":{}} params INFO 2025-12-21T15:16:14 +6ms service=bus type=session.status publishing ERROR 2025-12-21T15:16:14 +126ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2025-12-21T15:16:14 +0ms service=default e=NotFoundError rejection INFO 2025-12-21T15:16:15 +396ms service=bus type=message.part.updated publishing INFO 2025-12-21T15:16:15 +2ms service=bus type=message.part.updated publishing INFO 2025-12-21T15:16:15 +54ms service=bus type=message.part.updated publishing INFO 2025-12-21T15:16:15 +22ms service=bus type=message.part.updated publishing INFO 2025-12-21T15:16:15 +37ms service=bus type=message.part.updated publishing INFO 2025-12-21T15:16:15 +3ms service=bus type=message.part.updated publishing INFO 2025-12-21T15:16:15 +1ms service=bus type=message.updated publishing I have successfully written the classifications to `/app/input/results.json` as requested. INFO 2025-12-21T15:16:15 +5ms service=bus type=message.updated publishing INFO 2025-12-21T15:16:15 +0ms service=bus type=session.status publishing INFO 2025-12-21T15:16:15 +0ms service=session.prompt step=4 sessionID=ses_4be84939cffeUo1M2GcCjrNLvq loop INFO 2025-12-21T15:16:15 +12ms service=bus type=message.updated publishing INFO 2025-12-21T15:16:15 +1ms service=bus type=message.updated publishing INFO 2025-12-21T15:16:15 +0ms service=bus type=session.updated publishing INFO 2025-12-21T15:16:15 +1ms service=bus type=session.diff publishing INFO 2025-12-21T15:16:15 +0ms service=session.prompt sessionID=ses_4be84939cffeUo1M2GcCjrNLvq exiting loop INFO 2025-12-21T15:16:15 +0ms service=session.compaction pruning INFO 2025-12-21T15:16:15 +3ms service=session.prompt sessionID=ses_4be84939cffeUo1M2GcCjrNLvq cancel INFO 2025-12-21T15:16:15 +1ms service=bus type=session.status publishing INFO 2025-12-21T15:16:15 +0ms service=bus type=session.idle publishing INFO 2025-12-21T15:16:15 +10ms service=default directory=/app/input disposing instance INFO 2025-12-21T15:16:15 +0ms service=state key=/app/input waiting for state disposal to complete INFO 2025-12-21T15:16:15 +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.