{"database": "pub10", "table": "candidates", "rows": [["F1-002-B032", "F1-002", "b", "The system lets a user chat with an external agent while its runner streams the reply and tool calls", "Chat with an external agent too. The runner answers from your machine, streams the reply", "https://raw.githubusercontent.com/croffasia/itsaplan/HEAD/README.md", "01.txt", "passed", "rejected", "duplicate of F1-002-A056", null, "rejected (duplicate upheld)", "duplicate upheld", 0.0]], "columns": ["candidate_id", "app_id", "run", "statement", "excerpt", "source_url", "source_file", "script_check", "verifier_verdict", "verifier_reason", "verifier_correction", "adjudicator", "adjudicator_reason", "in_final_set"], "primary_keys": ["candidate_id"], "primary_key_values": ["F1-002-B032"], "units": {}, "query_ms": 1.728162169456482, "source": "Ahmed ElBatanony, Innopolis University", "license": "Not yet licensed \u2014 internal review only"}