/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_20260107_203109/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: cd98999e 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 146 models to OpenCode configuration Added openrouter standard provider with 347 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 2026-01-07T20:36:22 +692ms service=default version=1.0.212 args=["run","--print-logs"] opencode INFO 2026-01-07T20:36:22 +2ms service=default directory=/app/input creating instance INFO 2026-01-07T20:36:22 +1ms service=project directory=/app/input fromDirectory INFO 2026-01-07T20:36:22 +4ms service=storage index=0 running migration ERROR 2026-01-07T20:36:22 +2ms service=storage index=0 failed to run migration INFO 2026-01-07T20:36:22 +1ms service=storage index=1 running migration INFO 2026-01-07T20:36:22 +20ms service=default directory=/app/input bootstrapping INFO 2026-01-07T20:36:22 +16ms service=config path=/home/cubbi/.config/opencode/config.json loading INFO 2026-01-07T20:36:22 +51ms service=config path=/home/cubbi/.config/opencode/opencode.json loading INFO 2026-01-07T20:36:23 +5ms service=config path=/home/cubbi/.config/opencode/opencode.jsonc loading INFO 2026-01-07T20:36:23 +5ms 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 2026-01-07T20:36:23 +446ms service=bun code=0 stdout=bun add v1.3.5 (1e86cebd) installed @opencode-ai/plugin@1.0.212 3 packages installed [424.00ms] stderr=Resolving dependencies Resolved, downloaded and extracted [12] Saved lockfile done INFO 2026-01-07T20:36:23 +1ms 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 2026-01-07T20:36:23 +12ms service=bun code=0 stdout=bun install v1.3.5 (1e86cebd) Checked 3 installs across 4 packages (no changes) [3.00ms] stderr= done INFO 2026-01-07T20:36:23 +8ms service=plugin path=opencode-copilot-auth@0.0.9 loading plugin INFO 2026-01-07T20:36:23 +5ms service=bun pkg=opencode-copilot-auth version=0.0.9 installing package using Bun's default registry resolution INFO 2026-01-07T20:36:23 +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 2026-01-07T20:36:23 +110ms service=bun code=0 stdout=bun add v1.3.5 (1e86cebd) installed opencode-copilot-auth@0.0.9 1 package installed [101.00ms] stderr=Resolving dependencies Resolved, downloaded and extracted [4] Saved lockfile done INFO 2026-01-07T20:36:23 +3ms service=plugin path=opencode-anthropic-auth@0.0.5 loading plugin INFO 2026-01-07T20:36:23 +1ms service=bun pkg=opencode-anthropic-auth version=0.0.5 installing package using Bun's default registry resolution INFO 2026-01-07T20:36:23 +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 2026-01-07T20:36:24 +531ms 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 [515.00ms] stderr=Resolving dependencies Resolved, downloaded and extracted [50] Saved lockfile done INFO 2026-01-07T20:36:24 +57ms service=bus type=* subscribing INFO 2026-01-07T20:36:24 +1ms service=bus type=session.updated subscribing INFO 2026-01-07T20:36:24 +0ms service=bus type=message.updated subscribing INFO 2026-01-07T20:36:24 +0ms service=bus type=message.part.updated subscribing INFO 2026-01-07T20:36:24 +0ms service=bus type=session.updated subscribing INFO 2026-01-07T20:36:24 +0ms service=bus type=message.updated subscribing INFO 2026-01-07T20:36:24 +0ms service=bus 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service=session.processor process INFO 2026-01-07T20:36:24 +1ms service=llm providerID=openrouter modelID=google/gemini-2.5-flash-preview-09-2025 sessionID=ses_465d339bfffeWFHPuXcY1cp8zH small=false agent=build stream INFO 2026-01-07T20:36:24 +0ms service=provider status=started providerID=openrouter getSDK INFO 2026-01-07T20:36:24 +0ms service=provider status=completed duration=0 providerID=openrouter getSDK INFO 2026-01-07T20:36:24 +1ms service=llm providerID=openrouter modelID=google/gemini-2.5-flash-preview-09-2025 sessionID=ses_465d339bfffeWFHPuXcY1cp8zH small=false agent=build params={"temperature":1,"topP":0.95,"topK":64,"options":{}} params INFO 2026-01-07T20:36:24 +6ms service=bus type=session.status publishing INFO 2026-01-07T20:36:25 +716ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:25 +2ms service=bus type=message.part.updated publishing ERROR 2026-01-07T20:36:25 +57ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-07T20:36:25 +0ms service=default e=NotFoundError rejection INFO 2026-01-07T20:36:25 +44ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:25 +50ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:25 +157ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:25 +139ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:25 +67ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:25 +8ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:25 +29ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:25 +14ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:25 +2ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:25 +5ms service=lsp file=/app/input/test_cases.json touching file INFO 2026-01-07T20:36:25 +1ms service=file.time sessionID=ses_465d339bfffeWFHPuXcY1cp8zH file=/app/input/test_cases.json read INFO 2026-01-07T20:36:25 +18ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:25 +9ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:25 +5ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:25 +1ms service=bus type=message.updated publishing |  Read app/input/test_cases.json I need to perform a relationship classification task based on the provided guidelines. I will start by reading the two required files: `classifier_prompt.md` and `test_cases.json`. Then, I will classify each case and output the results to `results.json`. I will use the `read` tool to get the contents of both files. **Plan:** 1. Read `classifier_prompt.md` to understand the full classification criteria. 2. Read `test_cases.json` to get the test cases. 3. Analyze the data and perform the classifications. 4. Write the classifications to `results.json`. 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+2ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:26 +51ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:26 +92ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:26 +83ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:26 +69ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:27 +138ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:27 +226ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:27 +241ms service=bus type=message.part.updated publishing ERROR 2026-01-07T20:36:27 +99ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-07T20:36:27 +0ms service=default e=NotFoundError rejection INFO 2026-01-07T20:36:27 +122ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:27 +232ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:28 +232ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:28 +184ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:28 +210ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:28 +47ms service=bus type=session.updated publishing ERROR 2026-01-07T20:36:28 +105ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-07T20:36:28 +0ms service=default e=NotFoundError rejection INFO 2026-01-07T20:36:28 +44ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:28 +181ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:29 +190ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:29 +296ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:29 +130ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:29 +159ms service=bus type=message.part.updated publishing ERROR 2026-01-07T20:36:29 +45ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-07T20:36:29 +0ms service=default e=NotFoundError rejection INFO 2026-01-07T20:36:29 +109ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:30 +177ms service=session.summary title=Classifying LinkedIn relationships title INFO 2026-01-07T20:36:30 +2ms service=bus type=message.updated publishing INFO 2026-01-07T20:36:30 +18ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:30 +191ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:30 +222ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:30 +142ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:30 +196ms service=bus type=message.part.updated publishing ERROR 2026-01-07T20:36:30 +64ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-07T20:36:30 +0ms service=default e=NotFoundError rejection INFO 2026-01-07T20:36:31 +207ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:31 +85ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:31 +176ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:31 +167ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:31 +244ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:32 +194ms service=bus type=message.part.updated publishing ERROR 2026-01-07T20:36:32 +137ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-07T20:36:32 +0ms service=default e=NotFoundError rejection INFO 2026-01-07T20:36:32 +10ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:32 +166ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:32 +148ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:32 +193ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:32 +219ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:33 +140ms service=bus type=message.part.updated publishing ERROR 2026-01-07T20:36:33 +142ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-07T20:36:33 +0ms service=default e=NotFoundError rejection INFO 2026-01-07T20:36:33 +37ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:33 +32ms service=session.summary title=Classifying LinkedIn relationships title INFO 2026-01-07T20:36:33 +0ms service=bus type=message.updated publishing INFO 2026-01-07T20:36:33 +159ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:33 +203ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:33 +161ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:33 +158ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:34 +159ms service=bus type=message.part.updated publishing ERROR 2026-01-07T20:36:34 +134ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-07T20:36:34 +0ms service=default e=NotFoundError rejection INFO 2026-01-07T20:36:34 +37ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:34 +164ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:34 +160ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:34 +118ms service=bus type=message.part.updated publishing ERROR 2026-01-07T20:36:35 +560ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-07T20:36:35 +0ms service=default e=NotFoundError rejection INFO 2026-01-07T20:36:35 +656ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:35 +1ms service=bus type=file.edited publishing INFO 2026-01-07T20:36:35 +0ms service=format file=/app/input/results.json formatting INFO 2026-01-07T20:36:35 +1ms service=format name=zig ext=.json checking INFO 2026-01-07T20:36:35 +0ms service=format name=uv format ext=.json checking INFO 2026-01-07T20:36:35 +0ms service=format name=terraform ext=.json checking INFO 2026-01-07T20:36:35 +0ms service=format name=standardrb ext=.json checking INFO 2026-01-07T20:36:35 +0ms service=format name=shfmt ext=.json checking INFO 2026-01-07T20:36:35 +0ms service=format name=ruff ext=.json checking INFO 2026-01-07T20:36:35 +0ms service=format name=rubocop ext=.json checking INFO 2026-01-07T20:36:35 +0ms service=format name=air ext=.json checking INFO 2026-01-07T20:36:35 +0ms service=format name=prettier ext=.json checking INFO 2026-01-07T20:36:35 +1ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:35 +2ms service=format name=oxfmt ext=.json checking INFO 2026-01-07T20:36:35 +0ms service=format name=ocamlformat ext=.json checking INFO 2026-01-07T20:36:35 +0ms service=format name=nixfmt ext=.json checking INFO 2026-01-07T20:36:35 +0ms service=format name=mix ext=.json checking INFO 2026-01-07T20:36:35 +0ms service=format name=latexindent ext=.json checking INFO 2026-01-07T20:36:35 +0ms service=format name=ktlint ext=.json checking INFO 2026-01-07T20:36:35 +0ms service=format name=htmlbeautifier ext=.json checking INFO 2026-01-07T20:36:35 +0ms service=format name=gofmt ext=.json checking INFO 2026-01-07T20:36:35 +0ms service=format name=gleam ext=.json checking INFO 2026-01-07T20:36:35 +0ms service=format name=dart ext=.json checking INFO 2026-01-07T20:36:35 +0ms service=format name=clang-format ext=.json checking INFO 2026-01-07T20:36:35 +0ms service=format name=biome ext=.json checking INFO 2026-01-07T20:36:35 +4ms service=file.time sessionID=ses_465d339bfffeWFHPuXcY1cp8zH file=/app/input/results.json read INFO 2026-01-07T20:36:35 +0ms service=lsp file=/app/input/results.json touching file INFO 2026-01-07T20:36:35 +3ms service=bus type=message.part.updated publishing |  Write app/input/results.json INFO 2026-01-07T20:36:35 +16ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:35 +2ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:35 +1ms service=bus type=message.updated publishing I encountered an error trying to read `classifier_prompt.md`. Since the instructions explicitly state the key classification guidelines, I will proceed with the information provided in the prompt and the file contents of `test_cases.json`. The key guidelines are: **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 I will use the `test_cases.json` content (which I successfully read) to perform the classification. The `test_cases.json` content seems to be a list of 18 scenarios, as the provided content spans lines 1-262 and the cases are indexed from 0. I will classify all of them. **Classification Analysis:** | Case Index | Primary Profile | Candidate Profile | Comment Text | Evidence | Classification | | :---: | :---: | :---: | :--- | :--- | :---: | | **0** | Sarah Chen (VP Eng, Stripe) | Marcus Johnson (Sr SE, Coinbase, Ex-Stripe) | "Sarah! This is amazing - I still remember those late nights in 2019 when we were whiteboarding the first version of this in the old office. So happy to see it finally ship. Drinks soon to celebrate?" | Strong: Uses nickname "Sarah!", references shared past experience ("late nights in 2019... old office"), references a shared project, and suggests a future non-work meeting ("Drinks soon"). | **true** | | **1** | David Park (CEO, Luminary AI) | Jennifer Walsh (Partner, Sequoia) | "Congrats David! Well deserved." | Weak: Generic congratulation, formal tone. The relationship is likely transactional (investor/founder) but the comment lacks personal familiarity. | **false** | | **2** | Rachel Torres (CMO, HubSpot) | Michael Okonkwo (VP Marketing, Notion) | "Haha Rach, you literally said the same thing at dinner last month and I've been thinking about it ever since. Finally convinced my team to kill our corporate-speak landing pages. You were right (as usual)." | Strong: Uses nickname "Rach", references a recent non-work social event ("at dinner last month"), and has a highly personal/familiar tone. | **true** | | **3** | James Liu (ML Eng, OpenAI) | Amanda Stevens (Data Scientist, Netflix) | "Great work! This is exactly what the field needs. Looking forward to reading the full paper." | Weak: Generic professional praise, formal tone. | **false** | | **4** | Emily Richardson (Head of Product, Figma) | Tom Bradley (Design Director, Airbnb) | "Tom!! I can't believe it. Remember when we both started the same week back in 2016? You've grown so much as a leader. Coffee next week - I want to hear all about what's next. And yes, I'm still holding you to that fishing trip promise ����" | Strong: Uses "Tom!!", references shared past experience ("started the same week"), suggests a future non-work meeting ("fishing trip promise," "Coffee next week"), and has a highly familiar tone. | **true** | | **5** | Kevin Patel (Startup Advisor) | Lisa Zhang (Founder, Stealth) | "Thanks for sharing! This is really helpful advice." | Weak: Generic, purely transactional/informational. | **false** | | **6** | Olivia Martinez (CEO, Bloom Health) | Robert Kim (CMO, One Medical) | "Liv! Was looking for you at the Andreessen party but couldn't find you in the crowd. Your panel was fantastic - especially the part about patient outcomes. Let's grab lunch when you're back in SF. Also, how's the new puppy adjusting??" | Strong: Uses nickname "Liv!", references a shared social event/location ("Andreessen party"), suggests a future meeting ("Let's grab lunch"), and asks a direct personal/non-work question ("how's the new puppy adjusting??"). | **true** | | **7** | Daniel Brown (Sr PM, Meta) | Sophia Lee (Product Lead, TikTok) | "Congratulations on this milestone! ����" | Weak: Generic congratulation, formal tone. | **false** | | **8** | Chris Anderson (Eng Mgr, Databricks) | Patricia Nguyen (Staff Eng, Snowflake, Ex-LinkedIn) | "PATRICIA!!! ������������ So incredibly proud of you! I've watched you grow from that nervous new grad I onboarded at LinkedIn 8 years ago to the absolute powerhouse you are today. You earned every bit of this. Dinner's on me - and bring Alex, we need to finally meet this mysterious partner of yours!" | Strong: Uses capitalized name/excitement, references shared past work experience ("onboarded at LinkedIn 8 years ago"), suggests a future non-work meeting ("Dinner's on me"), and mentions a personal acquaintance ("bring Alex... meet this mysterious partner"). | **true** | | **9** | Andrew Thompson (Founder, Climate Tech) | Maria Santos (Sustainability Director, Patagonia) | "Very insightful analysis. Would love to connect and discuss further." | Weak: Generic professional comment, transactional ("Would love to connect"). | **false** | | **10**| Jessica Williams (VP Sales, Salesforce) | Brian O'Connor (Regional Sales Director, DocuSign) | "There she is!! 142% is insane Jess, but honestly not surprised. Still can't believe you closed that Walmart deal while we were at your lake house last summer - I remember you taking that call on the dock lol. We need to do that trip again, the kids are still talking about it. Congrats!! ����" | Strong: Uses nickname "Jess", references a specific shared non-work activity/location ("at your lake house last summer"), and mentions shared non-work acquaintances ("the kids are still talking about it"). | **true** | | **11**| Nathan Clark (Backend Eng, Spotify) | Michelle Davis (Software Eng, Apple Music) | "Interesting approach! Looking forward to reading the technical details." | Weak: Generic professional curiosity, formal tone. | **false** | | **12**| Laura Chen (CPO, Stripe) | Steven Wright (Head of Talent, Plaid, Ex-Google) | "Steve, this post brought back so many memories from our Google days! Remember when we had to navigate that massive reorg together in 2018? Your calm under pressure taught me so much. Still using the frameworks we built together. Miss working with you - let's catch up soon. How's Emma doing at Berkeley btw?" | Strong: Uses nickname "Steve", references shared past experience ("our Google days", "massive reorg together in 2018"), suggests a future meeting ("let's catch up soon"), and asks a direct personal/non-work question ("How's Emma doing at Berkeley btw?"). | **true** | | **13**| Ryan Murphy (DevOps, Netflix) | Angela Foster (Platform Eng, Uber) | "Great thread! Bookmarking this for future reference. Thanks for sharing your learnings." | Weak: Generic professional comment, purely informational. | **false** | | **14**| Hannah Miller (CEO, FinTech) | George Adams (MD, Goldman Sachs) | "Hannah, watching your journey has been incredible. I still remember when you pitched this idea to me over coffee right before you left GS - I thought you were crazy but secretly wished I had your courage. So proud of everything you've built. Let's do our annual catch-up dinner soon? Same spot as always?" | Strong: Uses first name, references a specific shared past conversation ("pitched this idea to me over coffee"), and suggests a future recurring non-work meeting with an inside reference ("annual catch-up dinner... Same spot as always?"). | **true** | | **15**| Tyler Robinson (Growth Mktg, Canva) | Samantha Brooks (Digital Mktg, Adobe) | "Interesting perspective. Would be curious to see some data backing this up." | Weak: Generic professional comment, focuses on the content/data. | **false** | | **16**| Diana Rodriguez (CTO, E-commerce) | William Chang (Principal Eng, Amazon) | "Will!!! 15 years is incredible. You were my first mentor when I joined Amazon in 2015 and honestly you shaped my entire career. Remember when you stayed late for 3 weeks straight helping me debug that inventory system issue? I still use the debugging framework you taught me. You're the reason I became a CTO. Beers next time I'm in Seattle - non-negotiable! ����" | Strong: Uses nickname "Will!!!", references shared work history/mentorship ("my first mentor when I joined Amazon in 2015"), details a specific shared struggle ("debug that inventory system issue"), and suggests a future non-work meeting ("Beers next time I'm in Seattle - non-negotiable!"). | **true** | | **17**| Eric Foster (VP Product, Slack) | Nicole Baker (PM, MS Teams) | "Some valid points here. Though I think the answer is more nuanced - it depends on the type of work and team culture." | Weak: Generic professional debate/nuance, formal tone. | **false** | | **18**| Alexandra Green (Dir Eng, Airbnb) | Jason Kim (Eng Mgr, Lyft) | "Alex!! So proud of you and the team! This reminds me of that crazy launch we did together at Twitter - remember sleeping in the office for 3 days straight? ���� You've always had this ability to rally people. BTW, my daughter loved the birthday gift you sent - she hasn't stopped playing with it. We need to do family dinner soon, the kids keep asking about 'Auntie Alex'" | Strong: Uses nickname "Alex!!", references a shared past work experience ("crazy launch we did together at Twitter"), includes a personal inside joke, references a shared personal connection ("my daughter loved the birthday gift"), and suggests a future non-work, family-oriented meeting ("family dinner soon, the kids keep asking about 'Auntie Alex'"). | **true** | | **19**| Mark Peterson (Data Eng, Palantir) | Katherine Liu (Sr Data Eng, Databricks) | "Well said. Too many teams get caught up in buzzwords instead of focusing on fundamentals." | Weak: Generic professional agreement, formal tone. | **false** | The classification results are: ```json { "classifications": [ {"case_index": 0, "knows_each_other": true}, {"case_index": 1, "knows_each_other": false}, {"case_index": 2, "knows_each_other": true}, {"case_index": 3, "knows_each_other": false}, {"case_index": 4, "knows_each_other": true}, {"case_index": 5, "knows_each_other": false}, {"case_index": 6, "knows_each_other": true}, {"case_index": 7, "knows_each_other": false}, {"case_index": 8, "knows_each_other": true}, {"case_index": 9, "knows_each_other": false}, {"case_index": 10, "knows_each_other": true}, {"case_index": 11, "knows_each_other": false}, {"case_index": 12, "knows_each_other": true}, {"case_index": 13, "knows_each_other": false}, {"case_index": 14, "knows_each_other": true}, {"case_index": 15, "knows_each_other": false}, {"case_index": 16, "knows_each_other": true}, {"case_index": 17, "knows_each_other": false}, {"case_index": 18, "knows_each_other": true}, {"case_index": 19, "knows_each_other": false} ] } ``` Now I will write this to `results.json`. INFO 2026-01-07T20:36:35 +5ms service=bus type=message.updated publishing INFO 2026-01-07T20:36:35 +1ms service=bus type=session.status publishing INFO 2026-01-07T20:36:35 +0ms service=session.prompt step=2 sessionID=ses_465d339bfffeWFHPuXcY1cp8zH loop INFO 2026-01-07T20:36:35 +12ms service=bus type=message.updated publishing INFO 2026-01-07T20:36:35 +1ms service=session.prompt status=started resolveTools INFO 2026-01-07T20:36:35 +0ms service=tool.registry status=started invalid INFO 2026-01-07T20:36:35 +0ms service=tool.registry status=started bash INFO 2026-01-07T20:36:35 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2026-01-07T20:36:35 +1ms service=tool.registry status=started read INFO 2026-01-07T20:36:35 +0ms service=tool.registry status=started glob INFO 2026-01-07T20:36:35 +0ms service=tool.registry status=started grep INFO 2026-01-07T20:36:35 +0ms service=tool.registry status=started edit INFO 2026-01-07T20:36:35 +0ms service=tool.registry status=started write INFO 2026-01-07T20:36:35 +0ms service=tool.registry status=started task INFO 2026-01-07T20:36:35 +0ms service=tool.registry status=started webfetch INFO 2026-01-07T20:36:35 +0ms service=tool.registry status=started todowrite INFO 2026-01-07T20:36:35 +0ms service=tool.registry status=started todoread INFO 2026-01-07T20:36:35 +0ms service=tool.registry status=started skill INFO 2026-01-07T20:36:35 +0ms service=tool.registry status=completed duration=1 invalid INFO 2026-01-07T20:36:35 +1ms service=tool.registry status=completed duration=1 read INFO 2026-01-07T20:36:35 +0ms service=tool.registry status=completed duration=1 glob INFO 2026-01-07T20:36:35 +0ms service=tool.registry status=completed duration=1 grep INFO 2026-01-07T20:36:35 +0ms service=tool.registry status=completed duration=1 edit INFO 2026-01-07T20:36:35 +0ms service=tool.registry status=completed duration=1 write INFO 2026-01-07T20:36:35 +0ms service=tool.registry status=completed duration=1 webfetch INFO 2026-01-07T20:36:35 +0ms service=tool.registry status=completed duration=1 todowrite INFO 2026-01-07T20:36:35 +0ms service=tool.registry status=completed duration=1 todoread INFO 2026-01-07T20:36:35 +0ms service=tool.registry status=completed duration=2 bash INFO 2026-01-07T20:36:35 +0ms service=tool.registry status=completed duration=1 skill INFO 2026-01-07T20:36:35 +0ms service=tool.registry status=completed duration=1 task INFO 2026-01-07T20:36:35 +3ms service=session.prompt status=completed duration=5 resolveTools INFO 2026-01-07T20:36:35 +1ms service=bus type=message.updated publishing INFO 2026-01-07T20:36:35 +10ms service=bus type=session.updated publishing INFO 2026-01-07T20:36:35 +2ms service=bus type=session.diff publishing INFO 2026-01-07T20:36:35 +2ms service=session.processor process INFO 2026-01-07T20:36:35 +0ms service=llm providerID=openrouter modelID=google/gemini-2.5-flash-preview-09-2025 sessionID=ses_465d339bfffeWFHPuXcY1cp8zH small=false agent=build stream INFO 2026-01-07T20:36:35 +0ms service=llm providerID=openrouter modelID=google/gemini-2.5-flash-preview-09-2025 sessionID=ses_465d339bfffeWFHPuXcY1cp8zH small=false agent=build params={"temperature":1,"topP":0.95,"topK":64,"options":{}} params INFO 2026-01-07T20:36:35 +4ms service=bus type=session.status publishing INFO 2026-01-07T20:36:36 +650ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:36 +1ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:36 +44ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:36 +41ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:36 +2ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:36 +0ms service=bus type=message.updated publishing The relationship classifications for all 20 test cases have been completed and saved to `results.json`. INFO 2026-01-07T20:36:36 +11ms service=bus type=message.updated publishing INFO 2026-01-07T20:36:36 +0ms service=bus type=session.status publishing INFO 2026-01-07T20:36:36 +0ms service=session.prompt step=3 sessionID=ses_465d339bfffeWFHPuXcY1cp8zH loop INFO 2026-01-07T20:36:36 +37ms service=bus type=message.updated publishing INFO 2026-01-07T20:36:36 +4ms service=bus type=message.updated publishing INFO 2026-01-07T20:36:36 +6ms service=bus type=session.updated publishing INFO 2026-01-07T20:36:36 +1ms service=bus type=session.diff publishing INFO 2026-01-07T20:36:36 +2ms service=session.prompt sessionID=ses_465d339bfffeWFHPuXcY1cp8zH exiting loop INFO 2026-01-07T20:36:36 +1ms service=session.compaction pruning INFO 2026-01-07T20:36:36 +9ms service=session.prompt sessionID=ses_465d339bfffeWFHPuXcY1cp8zH cancel INFO 2026-01-07T20:36:36 +3ms service=bus type=session.status publishing INFO 2026-01-07T20:36:36 +1ms service=bus type=session.idle publishing INFO 2026-01-07T20:36:36 +8ms service=default directory=/app/input disposing instance INFO 2026-01-07T20:36:36 +1ms service=state key=/app/input waiting for state disposal to complete INFO 2026-01-07T20:36:36 +1ms service=state key=/app/input state disposal completed --- Initial command finished (exit code: 0) --- --- no_shell=true, exiting container without starting shell --- Command execution complete. Container has exited. Session has been cleaned up.