/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_20260207_150128/task11_relationship_classifier/openrouter-anthropic-claude-opus-4.5/workspace to /app No project_name provided - skipping configuration directory setup. Session created successfully! Session ID: 36b3529c 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 154 models to OpenCode configuration Added openrouter standard provider with 345 models to OpenCode configuration Set default model to openrouter/anthropic/claude-opus-4.5 Updated OpenCode configuration at /home/cubbi/.config/opencode/config.json with 2 providers No MCP servers to integrate --- Executing initial command --- Executing user command: if [ -f install.sh ]; then bash install.sh; fi; echo "--- TASK BEGIN ---"; cat task.md; echo "--- TASK END ---"; cd input && opencode run --print-logs < ../task.md Executing as cubbi: sh -c if [ -f install.sh ]; then bash install.sh; fi; echo "--- TASK BEGIN ---"; cat task.md; echo "--- TASK END ---"; cd input && opencode run --print-logs < ../task.md --- TASK BEGIN --- # Relationship Classifier Task You are given a relationship classification prompt and a set of test cases. Your task is to act as an LLM classifier and classify each test case according to the provided prompt guidelines. ## Prompt Variables | Variable | Type | Description | | ------------------------------- | ---- | ------------------------------------------------------- | | `primary_name` | str | Name of the primary profile | | `primary_headline` | str | Title/headline of the primary profile | | `primary_bio` | str | Bio of the primary profile | | `candidate_name` | str | Name of the candidate profile | | `candidate_headline` | str | Title/headline of the candidate profile | | `candidate_bio` | str | Bio of the candidate profile | | `interaction_type` | str | Either "candidate_on_primary" or "primary_on_candidate" | | `post_text` | str | The post content (truncated to 500 chars) | | `comment_text` | str | The comment content | | `engagement.totalReactionCount` | int | Number of reactions on the post | | `engagement.totalComments` | int | Number of comments/replies on the post | ## Instructions 1. Read the `classifier_prompt.md` file to understand the classification criteria 2. Read the `test_cases.json` file containing 20 LinkedIn interaction scenarios 3. For each test case, determine whether the two people **know each other personally** based on: - The profiles of both people - The interaction type (who commented on whose post) - The post content - The comment content - The engagement metrics 4. Output your classifications to a file named `results.json` with the following format: ```json { "classifications": [ {"case_index": 0, "knows_each_other": true}, {"case_index": 1, "knows_each_other": false}, ... ] } ``` The `case_index` should match the index of each test case in the `test_cases.json` array (0-indexed). ## Key Classification Guidelines (from the prompt) **Strong Evidence (suggests they know each other):** - Personal familiarity in tone or language - References to shared experiences, meetings, or conversations - Inside jokes or personal nicknames - Mentions of non-work related interactions - Direct personal questions or congratulations - Collaborative language suggesting ongoing relationship **Weak Evidence (suggests they might NOT know each other):** - Generic professional comments ("Great post!", "Thanks for sharing") - Purely transactional or informational exchanges - Formal, distant tone - No personalization or specific references Be objective and evidence-based. Professional courtesy does NOT equal personal connection. PS: You are currently working in an automated system and cannot ask any questions or have back and forth with a user. --- TASK END --- INFO 2026-02-07T15:05:57 +933ms service=default version=1.1.51 args=["run","--print-logs"] opencode INFO 2026-02-07T15:05:57 +2ms service=default directory=/app/input creating instance INFO 2026-02-07T15:05:57 +1ms service=project directory=/app/input fromDirectory INFO 2026-02-07T15:05:57 +29ms service=storage index=0 running migration INFO 2026-02-07T15:05:57 +12ms service=storage index=1 running migration INFO 2026-02-07T15:05:57 +12ms service=default directory=/app/input bootstrapping INFO 2026-02-07T15:05:57 +20ms service=config path=/home/cubbi/.config/opencode/config.json loading INFO 2026-02-07T15:05:57 +40ms service=config path=/home/cubbi/.config/opencode/opencode.json loading INFO 2026-02-07T15:05:57 +1ms service=config path=/home/cubbi/.config/opencode/opencode.jsonc loading INFO 2026-02-07T15:05:57 +25ms service=bun 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status=completed duration=4 webfetch INFO 2026-02-07T15:06:03 +0ms service=tool.registry status=completed duration=4 todowrite INFO 2026-02-07T15:06:03 +0ms service=tool.registry status=completed duration=8 bash INFO 2026-02-07T15:06:03 +0ms service=tool.registry status=completed duration=4 skill INFO 2026-02-07T15:06:03 +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":"question","action":"deny","pattern":"*"},{"permission":"plan_enter","action":"deny","pattern":"*"},{"permission":"plan_exit","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":"plan_enter","action":"allow","pattern":"*"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-02-07T15:06:03 +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":"question","action":"deny","pattern":"*"},{"permission":"plan_enter","action":"deny","pattern":"*"},{"permission":"plan_exit","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":"plan_enter","action":"allow","pattern":"*"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-02-07T15:06:03 +0ms service=tool.registry status=completed duration=5 task INFO 2026-02-07T15:06:03 +3ms service=session.prompt status=completed duration=13 resolveTools INFO 2026-02-07T15:06:03 +15ms service=session.processor process INFO 2026-02-07T15:06:03 +1ms service=llm providerID=openrouter modelID=anthropic/claude-opus-4.5 sessionID=ses_3c75c934effeLpEeXv9o83oAbM small=false agent=build mode=primary stream INFO 2026-02-07T15:06:03 +18ms service=bus type=session.status publishing INFO 2026-02-07T15:06:05 +1457ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:06:05 +14ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:06:05 +32ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:06:05 +41ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:06:05 +68ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:06:05 +51ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:06:05 +69ms service=bus type=message.part.updated 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type=message.part.updated publishing INFO 2026-02-07T15:06:06 +35ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:06:06 +60ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:06:06 +53ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:06:06 +52ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:06:07 +50ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:06:07 +54ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:06:07 +62ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:06:07 +46ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:06:07 +54ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:06:07 +55ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:06:07 +45ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:06:07 +61ms service=bus type=message.part.updated publishing 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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":"question","pattern":"*","action":"deny"},{"permission":"plan_enter","pattern":"*","action":"deny"},{"permission":"plan_exit","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":"plan_enter","pattern":"*","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","pattern":"*","action":"deny"},{"permission":"plan_enter","pattern":"*","action":"deny"},{"permission":"plan_exit","pattern":"*","action":"deny"}] evaluate INFO 2026-02-07T15:06:27 +0ms service=permission permission=edit pattern=app/input/results.json action={"permission":"*","pattern":"*","action":"allow"} evaluated INFO 2026-02-07T15:06:27 +1ms service=bus type=file.edited publishing INFO 2026-02-07T15:06:27 +1ms service=format file=/app/input/results.json formatting INFO 2026-02-07T15:06:27 +1ms service=format name=zig ext=.json checking INFO 2026-02-07T15:06:27 +0ms service=format name=uv ext=.json checking INFO 2026-02-07T15:06:27 +0ms service=format name=terraform ext=.json checking INFO 2026-02-07T15:06:27 +0ms service=format name=standardrb ext=.json checking INFO 2026-02-07T15:06:27 +1ms service=format name=shfmt ext=.json checking INFO 2026-02-07T15:06:27 +0ms service=format name=rustfmt ext=.json checking INFO 2026-02-07T15:06:27 +0ms service=format name=ruff ext=.json checking INFO 2026-02-07T15:06:27 +0ms service=format name=rubocop ext=.json checking INFO 2026-02-07T15:06:27 +0ms service=format name=air ext=.json checking INFO 2026-02-07T15:06:27 +0ms service=format name=prettier ext=.json checking INFO 2026-02-07T15:06:27 +4ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:06:27 +10ms service=format name=pint ext=.json checking INFO 2026-02-07T15:06:27 +0ms service=format name=oxfmt ext=.json checking INFO 2026-02-07T15:06:27 +0ms service=format name=ormolu ext=.json checking INFO 2026-02-07T15:06:27 +0ms service=format name=ocamlformat ext=.json checking INFO 2026-02-07T15:06:27 +0ms service=format name=nixfmt ext=.json checking INFO 2026-02-07T15:06:27 +0ms service=format name=mix ext=.json checking INFO 2026-02-07T15:06:27 +0ms service=format name=latexindent ext=.json checking INFO 2026-02-07T15:06:27 +0ms service=format name=ktlint ext=.json checking INFO 2026-02-07T15:06:27 +0ms service=format name=htmlbeautifier ext=.json checking INFO 2026-02-07T15:06:27 +0ms service=format name=gofmt ext=.json checking INFO 2026-02-07T15:06:27 +0ms service=format name=gleam ext=.json checking INFO 2026-02-07T15:06:27 +0ms service=format name=dart ext=.json checking INFO 2026-02-07T15:06:27 +0ms service=format name=clang-format ext=.json checking INFO 2026-02-07T15:06:27 +0ms service=format name=biome ext=.json checking INFO 2026-02-07T15:06:27 +4ms service=bus type=message.part.updated publishing  The `classifier_prompt.md` file doesn't exist, but the task description includes the key classification guidelines. I also notice that the test cases already have a `knows_each_other` field that appears to be the ground truth. Let me proceed with classifying each case based on the guidelines provided in the task. Let me analyze each case: **Case 0 (Sarah Chen / Marcus Johnson):** Comment references specific shared experiences ("late nights in 2019", "whiteboarding the first version", "old office"), uses first name, invites for drinks. **TRUE** **Case 1 (David Park / Jennifer Walsh):** Generic congratulations ("Congrats David! Well deserved.") - no personal details, no shared experiences mentioned. **FALSE** **Case 2 (Rachel Torres / Michael Okonkwo):** Uses nickname "Rach", references "dinner last month", personal familiarity ("as usual"). **TRUE** **Case 3 (James Liu / Amanda Stevens):** Generic professional comment ("Great work!", "Looking forward to reading"). No personal elements. **FALSE** **Case 4 (Emily Richardson / Tom Bradley):** References shared history ("started the same week back in 2016"), personal plans ("Coffee next week", "fishing trip promise"), emotional familiarity. **TRUE** **Case 5 (Kevin Patel / Lisa Zhang):** Generic appreciation ("Thanks for sharing! This is really helpful advice."). No personal connection. **FALSE** **Case 6 (Olivia Martinez / Robert Kim):** Uses nickname "Liv", references looking for her at a party, mentions her panel, personal questions about "new puppy", plans for lunch. **TRUE** **Case 7 (Daniel Brown / Sophia Lee):** Generic congratulations with emoji. No personal elements. **FALSE** **Case 8 (Chris Anderson / Patricia Nguyen):** Very personal - references onboarding her "8 years ago at LinkedIn", offers dinner, mentions meeting her partner "Alex" by name. **TRUE** **Case 9 (Andrew Thompson / Maria Santos):** Generic professional interest ("Would love to connect and discuss further") - networking language, not personal relationship. **FALSE** **Case 10 (Jessica Williams / Brian O'Connor):** Uses nickname "Jess", references being at her "lake house last summer", kids interacting, specific work memory (Walmart deal on the dock). **TRUE** **Case 11 (Nathan Clark / Michelle Davis):** Generic professional interest ("Interesting approach! Looking forward to reading"). No personal elements. **FALSE** **Case 12 (Laura Chen / Steven Wright):** References "our Google days", specific shared experience ("massive reorg together in 2018"), "frameworks we built together", asks about "Emma doing at Berkeley". **TRUE** **Case 13 (Ryan Murphy / Angela Foster):** Generic professional comment ("Great thread! Bookmarking this"). No personal elements. **FALSE** **Case 14 (Hannah Miller / George Adams):** References specific meeting ("coffee right before you left GS"), "annual catch-up dinner", "same spot as always" - established ongoing relationship. **TRUE** **Case 15 (Tyler Robinson / Samantha Brooks):** Skeptical/curious professional comment ("Would be curious to see some data"). No personal connection. **FALSE** **Case 16 (Diana Rodriguez / William Chang):** References him as "my first mentor" at Amazon 2015, specific shared experience ("stayed late for 3 weeks", "inventory system issue"), credits him for career success, plans for beers. **TRUE** **Case 17 (Eric Foster / Nicole Baker):** Professional disagreement/nuance ("I think the answer is more nuanced"). No personal elements. **FALSE** **Case 18 (Alexandra Green / Jason Kim):** Uses nickname "Alex", references shared history at Twitter ("sleeping in the office for 3 days"), mentions daughter receiving birthday gift, kids call her "Auntie Alex", plans for family dinner. **TRUE** **Case 19 (Mark Peterson / Katherine Liu):** Generic agreement ("Well said", "Too many teams..."). No personal elements. **FALSE**  INFO 2026-02-07T15:06:27 +2ms service=bus type=file.watcher.updated publishing INFO 2026-02-07T15:06:27 +1ms service=file.time sessionID=ses_3c75c934effeLpEeXv9o83oAbM file=/app/input/results.json read INFO 2026-02-07T15:06:27 +0ms service=lsp file=/app/input/results.json touching file INFO 2026-02-07T15:06:27 +7ms service=bus type=message.part.updated publishing ��� Write results.json Wrote file successfully.  INFO 2026-02-07T15:06:27 +3ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:06:27 +1ms service=bus type=message.updated publishing INFO 2026-02-07T15:06:27 +2ms service=bus type=message.updated publishing INFO 2026-02-07T15:06:27 +1ms service=bus type=session.status publishing INFO 2026-02-07T15:06:27 +0ms service=session.prompt step=2 sessionID=ses_3c75c934effeLpEeXv9o83oAbM loop INFO 2026-02-07T15:06:27 +8ms service=bus type=message.updated publishing INFO 2026-02-07T15:06:27 +1ms service=bus type=session.updated publishing INFO 2026-02-07T15:06:27 +1ms service=bus type=session.diff publishing INFO 2026-02-07T15:06:27 +2ms service=bus type=message.updated publishing INFO 2026-02-07T15:06:27 +0ms service=session.prompt status=started resolveTools INFO 2026-02-07T15:06:27 +0ms service=tool.registry status=started invalid INFO 2026-02-07T15:06:27 +0ms service=tool.registry status=started question INFO 2026-02-07T15:06:27 +0ms service=tool.registry status=started bash INFO 2026-02-07T15:06:27 +1ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2026-02-07T15:06:27 +0ms service=tool.registry status=started read INFO 2026-02-07T15:06:27 +0ms service=tool.registry status=started glob INFO 2026-02-07T15:06:27 +0ms service=tool.registry status=started grep INFO 2026-02-07T15:06:27 +0ms service=tool.registry status=started edit INFO 2026-02-07T15:06:27 +0ms service=tool.registry status=started write INFO 2026-02-07T15:06:27 +1ms service=tool.registry status=started task INFO 2026-02-07T15:06:27 +0ms service=tool.registry status=started webfetch INFO 2026-02-07T15:06:27 +0ms service=tool.registry status=started todowrite INFO 2026-02-07T15:06:27 +0ms service=tool.registry status=started skill INFO 2026-02-07T15:06:27 +0ms service=tool.registry status=completed duration=2 invalid INFO 2026-02-07T15:06:27 +0ms service=tool.registry status=completed duration=2 question INFO 2026-02-07T15:06:27 +0ms service=tool.registry status=completed duration=1 read INFO 2026-02-07T15:06:27 +0ms service=tool.registry status=completed duration=1 glob INFO 2026-02-07T15:06:27 +0ms service=tool.registry status=completed duration=1 grep INFO 2026-02-07T15:06:27 +0ms service=tool.registry status=completed duration=1 edit INFO 2026-02-07T15:06:27 +1ms service=tool.registry status=completed duration=2 write INFO 2026-02-07T15:06:27 +0ms service=tool.registry status=completed duration=1 webfetch INFO 2026-02-07T15:06:27 +0ms service=tool.registry status=completed duration=1 todowrite INFO 2026-02-07T15:06:27 +0ms service=tool.registry status=completed duration=3 bash INFO 2026-02-07T15:06:27 +0ms service=tool.registry status=completed duration=1 skill INFO 2026-02-07T15:06:27 +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":"question","action":"deny","pattern":"*"},{"permission":"plan_enter","action":"deny","pattern":"*"},{"permission":"plan_exit","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":"plan_enter","action":"allow","pattern":"*"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-02-07T15:06:27 +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":"question","action":"deny","pattern":"*"},{"permission":"plan_enter","action":"deny","pattern":"*"},{"permission":"plan_exit","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":"plan_enter","action":"allow","pattern":"*"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-02-07T15:06:27 +0ms service=tool.registry status=completed duration=1 task INFO 2026-02-07T15:06:27 +3ms service=session.prompt status=completed duration=6 resolveTools INFO 2026-02-07T15:06:27 +5ms service=session.processor process INFO 2026-02-07T15:06:27 +1ms service=llm providerID=openrouter modelID=anthropic/claude-opus-4.5 sessionID=ses_3c75c934effeLpEeXv9o83oAbM small=false agent=build mode=primary stream INFO 2026-02-07T15:06:27 +5ms service=bus type=session.status publishing INFO 2026-02-07T15:06:29 +2425ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:06:29 +6ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:06:29 +42ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:06:29 +81ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:06:29 +32ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:06:29 +47ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:06:29 +52ms service=bus type=message.part.updated 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publishing INFO 2026-02-07T15:06:36 +30ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:06:36 +67ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:06:36 +40ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:06:36 +53ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:06:36 +84ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:06:36 +27ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:06:36 +107ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:06:36 +11ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:06:36 +38ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:06:36 +72ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:06:36 +27ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:06:37 +51ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:06:37 +60ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:06:37 +63ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:06:37 +41ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:06:37 +88ms service=bus type=message.part.updated publishing I've completed the classification task. Here's a summary of the results: | Case | Primary | Candidate | Knows Each Other | Key Evidence | |------|---------|-----------|------------------|--------------| | 0 | Sarah Chen | Marcus Johnson | **true** | References shared late nights in 2019, whiteboarding together, invites for drinks | | 1 | David Park | Jennifer Walsh | **false** | Generic "Congrats! Well deserved" | | 2 | Rachel Torres | Michael Okonkwo | **true** | Uses nickname "Rach", references dinner last month | | 3 | James Liu | Amanda Stevens | **false** | Generic "Great work!" comment | | 4 | Emily Richardson | Tom Bradley | **true** | Started same week in 2016, fishing trip promise | | 5 | Kevin Patel | Lisa Zhang | **false** | Generic "Thanks for sharing!" | | 6 | Olivia Martinez | Robert Kim | **true** | Nickname "Liv", asks about new puppy, party reference | | 7 | Daniel Brown | Sophia Lee | **false** | Generic congratulations emoji | | 8 | Chris Anderson | Patricia Nguyen | **true** | Onboarded her at LinkedIn 8 years ago, mentions partner Alex | | 9 | Andrew Thompson | Maria Santos | **false** | Generic "Would love to connect" networking language | | 10 | Jessica Williams | Brian O'Connor | **true** | Lake house trip, kids interaction, specific deal memory | | 11 | Nathan Clark | Michelle Davis | **false** | Generic "Interesting approach!" | | 12 | Laura Chen | Steven Wright | **true** | Google days together, 2018 reorg, asks about Emma at Berkeley | | 13 | Ryan Murphy | Angela Foster | **false** | Generic "Great thread! Bookmarking" | | 14 | Hannah Miller | George Adams | **true** | Coffee before she left GS, annual catch-up tradition | | 15 | Tyler Robinson | Samantha Brooks | **false** | Skeptical professional query for data | | 16 | Diana Rodriguez | William Chang | **true** | First mentor at Amazon 2015, debugging help for weeks | | 17 | Eric Foster | Nicole Baker | **false** | Professional disagreement, no personal elements | | 18 | Alexandra Green | Jason Kim | **true** | Twitter history, birthday gift for daughter, "Auntie Alex" | | 19 | Mark Peterson | Katherine Liu | **false** | Generic agreement comment | **Results: 10 know each other, 10 do not know each other**  INFO 2026-02-07T15:06:37 +4ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:06:37 +2ms service=bus type=message.updated publishing INFO 2026-02-07T15:06:37 +11ms service=bus type=message.updated publishing INFO 2026-02-07T15:06:37 +2ms service=bus type=session.status publishing INFO 2026-02-07T15:06:37 +0ms service=session.prompt step=3 sessionID=ses_3c75c934effeLpEeXv9o83oAbM loop INFO 2026-02-07T15:06:37 +15ms service=session.prompt sessionID=ses_3c75c934effeLpEeXv9o83oAbM exiting loop INFO 2026-02-07T15:06:37 +1ms service=session.compaction pruning INFO 2026-02-07T15:06:37 +13ms service=bus type=message.updated publishing INFO 2026-02-07T15:06:37 +2ms service=session.prompt sessionID=ses_3c75c934effeLpEeXv9o83oAbM cancel INFO 2026-02-07T15:06:37 +0ms service=bus type=session.status publishing INFO 2026-02-07T15:06:37 +0ms service=bus type=session.idle publishing INFO 2026-02-07T15:06:37 +3ms service=default directory=/app/input disposing instance INFO 2026-02-07T15:06:37 +0ms service=state key=/app/input waiting for state disposal to complete INFO 2026-02-07T15:06:37 +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.