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\u2014 User \u2192 cc_service \u2192 ClaudeSDKClient (Anthropic) \u2192\nMCP Intel tools, XPOZ MCP (live), /api/v1/bq-cache (TW), /api/v1/fb-cache (FB)", "lineHeight": 1.25 }, { "id": "sep1", "angle": 0, "strokeColor": "#1e1e1e", "backgroundColor": "#1f2937", "fillStyle": "hachure", "strokeWidth": 1, "strokeStyle": "solid", "roughness": 1, "opacity": 100, "groupIds": [], "frameId": null, "roundness": { "type": 3 }, "seed": 1906461, "version": 1, "versionNonce": 1609598016, "isDeleted": false, "boundElements": null, "updated": 1783840598330, "link": null, "locked": false, "type": "rectangle", "x": 40, "y": 960, "width": 1300, "height": 50 }, { "id": "sep1__t", "angle": 0, "strokeColor": "#1e1e1e", "backgroundColor": "transparent", "fillStyle": "solid", "strokeWidth": 1, "strokeStyle": "solid", "roughness": 1, "opacity": 100, "groupIds": [], "frameId": null, "roundness": null, "seed": 1715593, "version": 1, "versionNonce": 1462643494, "isDeleted": false, "boundElements": null, "updated": 1783840598330, "link": null, "locked": false, "type": "text", "x": 48, "y": 976.875, "width": 1284, "height": 16.25, "text": "\u2500\u2500 PIPELINE A \u2014 Publishers / Messaging-funnel \u2500\u2500", "fontSize": 13, "fontFamily": 5, "textAlign": "center", "verticalAlign": "top", "baseline": 16, "containerId": null, "originalText": "\u2500\u2500 PIPELINE A \u2014 Publishers / Messaging-funnel \u2500\u2500", "lineHeight": 1.25 }, { "id": "pub.title", "angle": 0, "strokeColor": "#1e1e1e", "backgroundColor": "transparent", "fillStyle": "solid", "strokeWidth": 1, "strokeStyle": "solid", "roughness": 1, "opacity": 100, "groupIds": [], "frameId": null, "roundness": null, "seed": 680977, "version": 1, "versionNonce": 1877833162, "isDeleted": false, "boundElements": null, "updated": 1783840598330, "link": null, "locked": false, "type": "text", "x": 40, "y": 1040, "width": 1000, "height": 30, "text": "Pipeline A \u2014 Publishers / Messaging-funnel", "fontSize": 22, "fontFamily": 5, "textAlign": "left", "verticalAlign": "top", "baseline": 27, "containerId": null, "originalText": "Pipeline A \u2014 Publishers / Messaging-funnel", "lineHeight": 1.25 }, { "id": "pub.subtitle", "angle": 0, "strokeColor": "#1e1e1e", "backgroundColor": "transparent", "fillStyle": "solid", "strokeWidth": 1, "strokeStyle": "solid", "roughness": 1, "opacity": 100, "groupIds": [], "frameId": null, "roundness": null, "seed": 558997, "version": 1, "versionNonce": 1267344316, "isDeleted": false, "boundElements": null, "updated": 1783840598330, "link": null, "locked": false, "type": "text", "x": 40, "y": 1075, "width": 1000, "height": 22, "text": "Goal: judge each publisher post against the daily messaging briefs", "fontSize": 14, "fontFamily": 5, "textAlign": "left", "verticalAlign": "top", "baseline": 17, "containerId": null, "originalText": "Goal: judge each publisher post against the daily messaging briefs", "lineHeight": 1.25 }, { "id": "pub.pg-outlet", "angle": 0, "strokeColor": "#1e1e1e", "backgroundColor": "#dbeafe", "fillStyle": "hachure", "strokeWidth": 1, "strokeStyle": "solid", "roughness": 1, "opacity": 100, "groupIds": [], "frameId": null, "roundness": { "type": 3 }, "seed": 428528, "version": 1, "versionNonce": 730259459, "isDeleted": false, "boundElements": null, "updated": 1783840598330, "link": null, "locked": false, "type": "rectangle", "x": 40, "y": 1120, "width": 520, "height": 120 }, { "id": "pub.pg-outlet__t", "angle": 0, "strokeColor": "#1e1e1e", "backgroundColor": "transparent", "fillStyle": "solid", "strokeWidth": 1, "strokeStyle": "solid", "roughness": 1, "opacity": 100, "groupIds": [], "frameId": null, "roundness": null, "seed": 1038106, "version": 1, "versionNonce": 1266409747, "isDeleted": false, "boundElements": null, "updated": 1783840598330, "link": null, "locked": false, "type": "text", "x": 48, "y": 1131.25, "width": 504, "height": 97.5, "text": "PostgreSQL \u2014 publisher_outlet\n(curated in /messaging/outlets admin UI)\n\nid \u2502 publisher_id \u2502 platform \u2502 handle \u2502 collection_cadence\nexamples: omer_nahmany (twitter), kalpinoded (tiktok),\nlior.schleien (facebook)", "fontSize": 13, "fontFamily": 5, "textAlign": "center", "verticalAlign": "top", "baseline": 16, "containerId": null, "originalText": "PostgreSQL \u2014 publisher_outlet\n(curated in /messaging/outlets admin UI)\n\nid \u2502 publisher_id \u2502 platform \u2502 handle \u2502 collection_cadence\nexamples: omer_nahmany (twitter), kalpinoded (tiktok),\nlior.schleien (facebook)", "lineHeight": 1.25 }, { "id": "pub.drive-briefs", "angle": 0, "strokeColor": "#1e1e1e", "backgroundColor": "#dbeafe", "fillStyle": "hachure", "strokeWidth": 1, "strokeStyle": "solid", "roughness": 1, "opacity": 100, "groupIds": [], "frameId": null, "roundness": { "type": 3 }, "seed": 1907600, "version": 1, "versionNonce": 645214245, "isDeleted": false, "boundElements": null, "updated": 1783840598330, "link": null, "locked": false, "type": "rectangle", "x": 600, "y": 1120, "width": 440, "height": 120 }, { "id": "pub.drive-briefs__t", "angle": 0, "strokeColor": "#1e1e1e", "backgroundColor": "transparent", "fillStyle": "solid", "strokeWidth": 1, "strokeStyle": "solid", "roughness": 1, "opacity": 100, "groupIds": [], "frameId": null, "roundness": null, "seed": 520248, "version": 1, "versionNonce": 1412885036, "isDeleted": false, "boundElements": null, "updated": 1783840598330, "link": null, "locked": false, "type": "text", "x": 608, "y": 1163.75, "width": 424, "height": 32.5, "text": "Google Drive \u2014 messaging brief docx\n(MESSAGING_BRIEF_DRIVE_FOLDER_ID)", "fontSize": 13, "fontFamily": 5, "textAlign": "center", "verticalAlign": "top", "baseline": 16, "containerId": null, "originalText": "Google Drive \u2014 messaging brief docx\n(MESSAGING_BRIEF_DRIVE_FOLDER_ID)", "lineHeight": 1.25 }, { "id": "pub.job-briefs", "angle": 0, "strokeColor": "#1e1e1e", "backgroundColor": "#dcfce7", "fillStyle": "hachure", "strokeWidth": 1, "strokeStyle": "solid", "roughness": 1, "opacity": 100, "groupIds": [], "frameId": null, "roundness": { "type": 3 }, "seed": 538248, "version": 1, "versionNonce": 847016680, "isDeleted": false, "boundElements": null, "updated": 1783840598330, "link": null, "locked": false, "type": "rectangle", "x": 600, "y": 1280, "width": 440, "height": 120 }, { "id": "pub.job-briefs__t", "angle": 0, "strokeColor": "#1e1e1e", "backgroundColor": "transparent", "fillStyle": "solid", "strokeWidth": 1, "strokeStyle": "solid", "roughness": 1, "opacity": 100, "groupIds": [], "frameId": null, "roundness": null, "seed": 1076879, "version": 1, "versionNonce": 861835071, "isDeleted": false, "boundElements": null, "updated": 1783840598330, "link": null, "locked": false, "type": "text", "x": 608, "y": 1307.5, "width": 424, "height": 65.0, "text": "ingest-messaging-briefs (daily 06:00 IL)\n\nDrive \u25ba\u25ba Gemini parser \u25ba\u25ba PG\nmessage_brief / message_narrative / message_subtitle / message_item", "fontSize": 13, "fontFamily": 5, "textAlign": "center", "verticalAlign": "top", "baseline": 16, "containerId": null, "originalText": "ingest-messaging-briefs (daily 06:00 IL)\n\nDrive \u25ba\u25ba Gemini parser \u25ba\u25ba PG\nmessage_brief / message_narrative / message_subtitle / message_item", "lineHeight": 1.25 }, { "id": "pub.a-drive-briefs", "angle": 0, "strokeColor": "#1e1e1e", "backgroundColor": "transparent", "fillStyle": "solid", "strokeWidth": 1, "strokeStyle": "solid", "roughness": 1, "opacity": 100, "groupIds": [], "frameId": null, "roundness": { "type": 2 }, "seed": 336991, "version": 1, "versionNonce": 516019331, "isDeleted": false, "boundElements": null, "updated": 1783840598330, "link": null, "locked": false, "type": "arrow", "x": 820, "y": 1240, "width": 0, "height": 40, "startBinding": { "elementId": "pub.drive-briefs", "focus": 0, "gap": 4 }, "endBinding": { "elementId": "pub.job-briefs", "focus": 0, "gap": 4 }, "lastCommittedPoint": null, "startArrowhead": null, "endArrowhead": "arrow", "points": [ [ 0, 0 ], [ 0, 40 ] ] }, { "id": "pub.funnel-box", "angle": 0, "strokeColor": "#1e1e1e", "backgroundColor": "transparent", "fillStyle": "solid", "strokeWidth": 1, "strokeStyle": "solid", "roughness": 1, "opacity": 100, "groupIds": [], "frameId": null, "roundness": { "type": 3 }, "seed": 1030477, "version": 1, "versionNonce": 1985673710, "isDeleted": false, "boundElements": null, "updated": 1783840598330, "link": null, "locked": false, "type": "rectangle", "x": 40, "y": 1280, "width": 520, "height": 540 }, { "id": "pub.funnel-title", "angle": 0, "strokeColor": "#1e1e1e", "backgroundColor": "transparent", "fillStyle": "solid", "strokeWidth": 1, "strokeStyle": "solid", "roughness": 1, "opacity": 100, "groupIds": [], "frameId": null, "roundness": null, "seed": 82507, "version": 1, "versionNonce": 645711290, "isDeleted": false, "boundElements": null, "updated": 1783840598330, "link": null, "locked": false, "type": "text", "x": 60, "y": 1290, "width": 500, "height": 22, "text": "Workflow: messaging-funnel-workflow (07:30 IL)", "fontSize": 15, "fontFamily": 5, "textAlign": "left", "verticalAlign": "top", "baseline": 18, "containerId": null, "originalText": "Workflow: messaging-funnel-workflow (07:30 IL)", "lineHeight": 1.25 }, { "id": "pub.step1", "angle": 0, "strokeColor": "#1e1e1e", "backgroundColor": "#dcfce7", "fillStyle": "hachure", "strokeWidth": 1, "strokeStyle": "solid", "roughness": 1, "opacity": 100, "groupIds": [], "frameId": null, "roundness": { "type": 3 }, "seed": 989060, "version": 1, "versionNonce": 891845256, "isDeleted": false, "boundElements": null, "updated": 1783840598330, "link": null, "locked": false, "type": "rectangle", "x": 60, "y": 1330, "width": 480, "height": 130 }, { "id": "pub.step1__t", "angle": 0, "strokeColor": "#1e1e1e", "backgroundColor": "transparent", "fillStyle": "solid", "strokeWidth": 1, "strokeStyle": "solid", "roughness": 1, "opacity": 100, "groupIds": [], "frameId": null, "roundness": null, "seed": 1362154, "version": 1, "versionNonce": 1492538996, "isDeleted": false, "boundElements": null, "updated": 1783840598330, "link": null, "locked": false, "type": "text", "x": 68, "y": 1346.25, "width": 464, "height": 97.5, "text": "Step 1 \u2014 messaging-funnel-collection (parallel)\n\nReads outlet handles from PG by platform\n_run_twitter (xpoz, radius=0) \u00b7 _run_tiktok (ScrapeCreators)\n_run_telegram\n\u25ba\u25ba BQ: twitter_tweets, tiktok_posts, telegram_messages", "fontSize": 13, "fontFamily": 5, "textAlign": "center", "verticalAlign": "top", "baseline": 16, "containerId": null, "originalText": "Step 1 \u2014 messaging-funnel-collection (parallel)\n\nReads outlet handles from PG by platform\n_run_twitter (xpoz, radius=0) \u00b7 _run_tiktok (ScrapeCreators)\n_run_telegram\n\u25ba\u25ba BQ: twitter_tweets, tiktok_posts, telegram_messages", "lineHeight": 1.25 }, { "id": "pub.a-pg-step1", "angle": 0, "strokeColor": "#1e1e1e", "backgroundColor": "transparent", "fillStyle": "solid", "strokeWidth": 1, "strokeStyle": "solid", "roughness": 1, "opacity": 100, "groupIds": [], "frameId": null, "roundness": { "type": 2 }, "seed": 496969, "version": 1, "versionNonce": 280202666, "isDeleted": false, "boundElements": null, "updated": 1783840598330, "link": null, "locked": false, "type": "arrow", "x": 300, "y": 1240, "width": 0, "height": 90, "startBinding": { "elementId": "pub.pg-outlet", "focus": 0, "gap": 4 }, "endBinding": { "elementId": "pub.step1", "focus": 0, "gap": 4 }, "lastCommittedPoint": null, "startArrowhead": null, "endArrowhead": "arrow", "points": [ [ 0, 0 ], [ 0, 90 ] ] }, { "id": "pub.step2", "angle": 0, "strokeColor": "#1e1e1e", "backgroundColor": "#dcfce7", "fillStyle": "hachure", "strokeWidth": 1, "strokeStyle": "solid", "roughness": 1, "opacity": 100, "groupIds": [], "frameId": null, "roundness": { "type": 3 }, "seed": 1027287, "version": 1, "versionNonce": 13805324, "isDeleted": false, "boundElements": null, "updated": 1783840598330, "link": null, "locked": false, "type": "rectangle", "x": 60, "y": 1480, "width": 480, "height": 120 }, { "id": "pub.step2__t", "angle": 0, "strokeColor": "#1e1e1e", "backgroundColor": "transparent", "fillStyle": "solid", "strokeWidth": 1, "strokeStyle": "solid", "roughness": 1, "opacity": 100, "groupIds": [], "frameId": null, "roundness": null, "seed": 677395, "version": 1, "versionNonce": 1776174565, "isDeleted": false, "boundElements": null, "updated": 1783840598330, "link": null, "locked": false, "type": "text", "x": 68, "y": 1507.5, "width": 464, "height": 65.0, "text": "Step 2 \u2014 ingest-fb-publishers\n\nFbEtlRunner --source publishers (ScrapeCreators)\n\u25ba\u25ba BQ: fb_pages, fb_profiles, fb_posts", "fontSize": 13, "fontFamily": 5, "textAlign": "center", "verticalAlign": "top", "baseline": 16, "containerId": null, "originalText": "Step 2 \u2014 ingest-fb-publishers\n\nFbEtlRunner --source publishers (ScrapeCreators)\n\u25ba\u25ba BQ: fb_pages, fb_profiles, fb_posts", "lineHeight": 1.25 }, { "id": "pub.a-step1-2", "angle": 0, "strokeColor": "#1e1e1e", "backgroundColor": "transparent", "fillStyle": "solid", "strokeWidth": 1, "strokeStyle": "solid", "roughness": 1, "opacity": 100, "groupIds": [], "frameId": null, "roundness": { "type": 2 }, "seed": 1239163, "version": 1, "versionNonce": 361058111, "isDeleted": false, "boundElements": null, "updated": 1783840598330, "link": null, "locked": false, "type": "arrow", "x": 300, "y": 1460, "width": 0, "height": 20, "startBinding": { "elementId": "pub.step1", "focus": 0, "gap": 4 }, "endBinding": { "elementId": "pub.step2", "focus": 0, "gap": 4 }, "lastCommittedPoint": null, "startArrowhead": null, "endArrowhead": "arrow", "points": [ [ 0, 0 ], [ 0, 20 ] ] }, { "id": "pub.step3", "angle": 0, "strokeColor": "#1e1e1e", "backgroundColor": "#dcfce7", "fillStyle": "hachure", "strokeWidth": 1, "strokeStyle": "solid", "roughness": 1, "opacity": 100, "groupIds": [], "frameId": null, "roundness": { "type": 3 }, "seed": 1500179, "version": 1, "versionNonce": 1061937808, "isDeleted": false, "boundElements": null, "updated": 1783840598330, "link": null, "locked": false, "type": "rectangle", "x": 60, "y": 1620, "width": 480, "height": 190 }, { "id": "pub.step3__t", "angle": 0, "strokeColor": "#1e1e1e", "backgroundColor": "transparent", "fillStyle": "solid", "strokeWidth": 1, "strokeStyle": "solid", "roughness": 1, "opacity": 100, "groupIds": [], "frameId": null, "roundness": null, "seed": 1149755, "version": 1, "versionNonce": 103608967, "isDeleted": false, "boundElements": null, "updated": 1783840598330, "link": null, "locked": false, "type": "text", "x": 68, "y": 1633.75, "width": 464, "height": 162.5, "text": "Step 3 \u2014 messaging-funnel-alignment\n\nRead posts from BQ for active outlets\n(twitter_tweets + fb_posts), per platform\n\n\u2500 Embed each post (Gemini)\n\u2500 Retrieve top-K matching brief units\n\u2500 Judge alignment (Gemini judge)\n\n\u25ba\u25ba PG: post_alignment", "fontSize": 13, "fontFamily": 5, "textAlign": "center", "verticalAlign": "top", "baseline": 16, "containerId": null, "originalText": "Step 3 \u2014 messaging-funnel-alignment\n\nRead posts from BQ for active outlets\n(twitter_tweets + fb_posts), per platform\n\n\u2500 Embed each post (Gemini)\n\u2500 Retrieve top-K matching brief units\n\u2500 Judge alignment (Gemini judge)\n\n\u25ba\u25ba PG: post_alignment", "lineHeight": 1.25 }, { "id": "pub.a-step2-3", "angle": 0, "strokeColor": "#1e1e1e", "backgroundColor": "transparent", "fillStyle": "solid", "strokeWidth": 1, "strokeStyle": "solid", "roughness": 1, "opacity": 100, "groupIds": [], "frameId": null, "roundness": { "type": 2 }, "seed": 892936, "version": 1, "versionNonce": 432722855, "isDeleted": false, "boundElements": null, "updated": 1783840598330, "link": null, "locked": false, "type": "arrow", "x": 300, "y": 1600, "width": 0, "height": 20, "startBinding": { "elementId": "pub.step2", "focus": 0, "gap": 4 }, "endBinding": { "elementId": "pub.step3", "focus": 0, "gap": 4 }, "lastCommittedPoint": null, "startArrowhead": null, "endArrowhead": "arrow", "points": [ [ 0, 0 ], [ 0, 20 ] ] }, { "id": "pub.a-briefs-step3", "angle": 0, "strokeColor": "#1e1e1e", "backgroundColor": "transparent", "fillStyle": "solid", "strokeWidth": 1, "strokeStyle": "solid", "roughness": 1, "opacity": 100, "groupIds": [], "frameId": null, "roundness": { "type": 2 }, "seed": 298647, "version": 1, "versionNonce": 98956141, "isDeleted": false, "boundElements": null, "updated": 1783840598330, "link": null, "locked": false, "type": "arrow", "x": 600, "y": 1400, "width": -60, "height": 310, "startBinding": { "elementId": "pub.job-briefs", "focus": 0, "gap": 4 }, "endBinding": { "elementId": "pub.step3", "focus": 0, "gap": 4 }, "lastCommittedPoint": null, "startArrowhead": null, "endArrowhead": "arrow", "points": [ [ 0, 0 ], [ -60, 310 ] ] }, { "id": "pub.ui", "angle": 0, "strokeColor": "#1e1e1e", "backgroundColor": "#fce7f3", "fillStyle": "hachure", "strokeWidth": 1, "strokeStyle": "solid", "roughness": 1, "opacity": 100, "groupIds": [], "frameId": null, "roundness": { "type": 3 }, "seed": 1769035, "version": 1, "versionNonce": 218182794, "isDeleted": false, "boundElements": null, "updated": 1783840598330, "link": null, "locked": false, "type": "rectangle", "x": 600, "y": 1440, "width": 520, "height": 300 }, { "id": "pub.ui__t", "angle": 0, "strokeColor": "#1e1e1e", "backgroundColor": "transparent", "fillStyle": "solid", "strokeWidth": 1, "strokeStyle": "solid", "roughness": 1, "opacity": 100, "groupIds": [], "frameId": null, "roundness": null, "seed": 1845796, "version": 1, "versionNonce": 424192250, "isDeleted": false, "boundElements": null, "updated": 1783840598330, "link": null, "locked": false, "type": "text", "x": 608, "y": 1476.25, "width": 504, "height": 227.5, "text": "UI consumers\n\n/messaging/outlets\n publisher list, last-crawled-at,\n per-platform 7d histogram\n\n/messaging-funnel\n daily scorecard, per-outlet timeline\n\n/admin/messaging-alignment\n QA queue + operator overrides\n\n/admin/messaging-briefs\n brief list + parser status", "fontSize": 13, "fontFamily": 5, "textAlign": "center", "verticalAlign": "top", "baseline": 16, "containerId": null, "originalText": "UI consumers\n\n/messaging/outlets\n publisher list, last-crawled-at,\n per-platform 7d histogram\n\n/messaging-funnel\n daily scorecard, per-outlet timeline\n\n/admin/messaging-alignment\n QA queue + operator overrides\n\n/admin/messaging-briefs\n brief list + parser status", "lineHeight": 1.25 }, { "id": "pub.a-step3-ui", "angle": 0, "strokeColor": "#1e1e1e", "backgroundColor": "transparent", "fillStyle": "solid", "strokeWidth": 1, "strokeStyle": "solid", "roughness": 1, "opacity": 100, "groupIds": [], "frameId": null, "roundness": { "type": 2 }, "seed": 7220, "version": 1, "versionNonce": 306816510, "isDeleted": false, "boundElements": null, "updated": 1783840598330, "link": null, "locked": false, "type": "arrow", "x": 540, "y": 1710, "width": 60, "height": -120, "startBinding": { "elementId": "pub.step3", "focus": 0, "gap": 4 }, "endBinding": { "elementId": "pub.ui", "focus": 0, "gap": 4 }, "lastCommittedPoint": null, "startArrowhead": null, "endArrowhead": "arrow", "points": [ [ 0, 0 ], [ 60, -120 ] ] }, { "id": "pub.notes", "angle": 0, "strokeColor": "#1e1e1e", "backgroundColor": "#fef3c7", "fillStyle": "hachure", "strokeWidth": 1, "strokeStyle": "solid", "roughness": 1, "opacity": 100, "groupIds": [], "frameId": null, "roundness": { "type": 3 }, "seed": 901092, "version": 1, "versionNonce": 1846136410, "isDeleted": false, "boundElements": null, "updated": 1783840598330, "link": null, "locked": false, "type": "rectangle", "x": 40, "y": 1850, "width": 1080, "height": 100 }, { "id": "pub.notes__t", "angle": 0, "strokeColor": "#1e1e1e", "backgroundColor": "transparent", "fillStyle": "solid", "strokeWidth": 1, "strokeStyle": "solid", "roughness": 1, "opacity": 100, "groupIds": [], "frameId": null, "roundness": null, "seed": 1263813, "version": 1, "versionNonce": 532442177, "isDeleted": false, "boundElements": null, "updated": 1783840598330, "link": null, "locked": false, "type": "text", "x": 48, "y": 1858, "width": 1064, "height": 97.5, "text": "Notes: Alignment runs for Twitter, Facebook, and TikTok (caption, transcript fallback).\n Telegram is collected in Step 1 but not yet judged for alignment.\n Instagram outlets show in the UI but are NOT collected \u2014 their last-update cell renders '\u2014'.\n TikTok + Facebook collection use ScrapeCreators (migrated from Apify).\n All collection (tw / tt / fb / telegram) runs inside messaging-funnel-workflow \u2014\n publisher_outlet_etl.py is a shared library, no separate ingest-publisher-outlets job.", "fontSize": 13, "fontFamily": 5, "textAlign": "center", "verticalAlign": "top", "baseline": 16, "containerId": null, "originalText": "Notes: Alignment runs for Twitter, Facebook, and TikTok (caption, transcript fallback).\n Telegram is collected in Step 1 but not yet judged for alignment.\n Instagram outlets show in the UI but are NOT collected \u2014 their last-update cell renders '\u2014'.\n TikTok + Facebook collection use ScrapeCreators (migrated from Apify).\n All collection (tw / tt / fb / telegram) runs inside messaging-funnel-workflow \u2014\n publisher_outlet_etl.py is a shared library, no separate ingest-publisher-outlets job.", "lineHeight": 1.25 }, { "id": "sep2", "angle": 0, "strokeColor": "#1e1e1e", "backgroundColor": "#1f2937", "fillStyle": "hachure", "strokeWidth": 1, "strokeStyle": "solid", "roughness": 1, "opacity": 100, "groupIds": [], "frameId": null, "roundness": { "type": 3 }, "seed": 874337, "version": 1, "versionNonce": 18092678, "isDeleted": false, "boundElements": null, "updated": 1783840598330, "link": null, "locked": false, "type": "rectangle", "x": 40, "y": 1960, "width": 1300, "height": 50 }, { "id": "sep2__t", "angle": 0, "strokeColor": "#1e1e1e", "backgroundColor": "transparent", "fillStyle": "solid", "strokeWidth": 1, "strokeStyle": "solid", "roughness": 1, "opacity": 100, "groupIds": [], "frameId": null, "roundness": null, "seed": 564978, "version": 1, "versionNonce": 1243310644, "isDeleted": false, "boundElements": null, "updated": 1783840598330, "link": null, "locked": false, "type": "text", "x": 48, "y": 1976.875, "width": 1284, "height": 16.25, "text": "\u2500\u2500 PIPELINE B \u2014 Events (online media) \u2500\u2500", "fontSize": 13, "fontFamily": 5, "textAlign": "center", "verticalAlign": "top", "baseline": 16, "containerId": null, "originalText": "\u2500\u2500 PIPELINE B \u2014 Events (online media) \u2500\u2500", "lineHeight": 1.25 }, { "id": "ev.title", "angle": 0, "strokeColor": "#1e1e1e", "backgroundColor": "transparent", "fillStyle": "solid", "strokeWidth": 1, "strokeStyle": "solid", "roughness": 1, "opacity": 100, "groupIds": [], "frameId": null, "roundness": null, "seed": 319218, "version": 1, "versionNonce": 651319012, "isDeleted": false, "boundElements": null, "updated": 1783840598330, "link": null, "locked": false, "type": "text", "x": 40, "y": 2040, "width": 1000, "height": 30, "text": "Pipeline B \u2014 Events (online media)", "fontSize": 22, "fontFamily": 5, "textAlign": "left", "verticalAlign": "top", "baseline": 27, "containerId": null, "originalText": "Pipeline B \u2014 Events (online media)", "lineHeight": 1.25 }, { "id": "ev.subtitle", "angle": 0, "strokeColor": "#1e1e1e", "backgroundColor": "transparent", "fillStyle": "solid", "strokeWidth": 1, "strokeStyle": "solid", "roughness": 1, "opacity": 100, "groupIds": [], "frameId": null, "roundness": null, "seed": 928906, "version": 1, "versionNonce": 464419264, "isDeleted": false, "boundElements": null, "updated": 1783840598330, "link": null, "locked": false, "type": "text", "x": 40, "y": 2075, "width": 1000, "height": 22, "text": "Goal: cluster mainstream news into events, score importance, correlate to subjects/narratives", "fontSize": 14, "fontFamily": 5, "textAlign": "left", "verticalAlign": "top", "baseline": 17, "containerId": null, "originalText": "Goal: cluster mainstream news into events, score importance, correlate to subjects/narratives", "lineHeight": 1.25 }, { "id": "ev.sources", "angle": 0, "strokeColor": "#1e1e1e", "backgroundColor": "#dbeafe", "fillStyle": "hachure", "strokeWidth": 1, "strokeStyle": "solid", "roughness": 1, "opacity": 100, "groupIds": [], "frameId": null, "roundness": { "type": 3 }, "seed": 1165271, "version": 1, "versionNonce": 206119731, "isDeleted": false, "boundElements": null, "updated": 1783840598330, "link": null, "locked": false, "type": "rectangle", "x": 40, "y": 2120, "width": 1080, "height": 70 }, { "id": "ev.sources__t", "angle": 0, "strokeColor": "#1e1e1e", "backgroundColor": "transparent", "fillStyle": "solid", "strokeWidth": 1, "strokeStyle": "solid", "roughness": 1, "opacity": 100, "groupIds": [], "frameId": null, "roundness": null, "seed": 490406, "version": 1, "versionNonce": 310285864, "isDeleted": false, "boundElements": null, "updated": 1783840598330, "link": null, "locked": false, "type": "text", "x": 48, "y": 2138.75, "width": 1064, "height": 32.5, "text": "Online news outlets (Israeli mainstream papers + wires)\nOutlet registry: backend/app/models/online_paper.py", "fontSize": 13, "fontFamily": 5, "textAlign": "center", "verticalAlign": "top", "baseline": 16, "containerId": null, "originalText": "Online news outlets (Israeli mainstream papers + wires)\nOutlet registry: backend/app/models/online_paper.py", "lineHeight": 1.25 }, { "id": "ev.ev-box", "angle": 0, "strokeColor": "#1e1e1e", "backgroundColor": "transparent", "fillStyle": "solid", "strokeWidth": 1, "strokeStyle": "solid", "roughness": 1, "opacity": 100, "groupIds": [], "frameId": null, "roundness": { "type": 3 }, "seed": 1573636, "version": 1, "versionNonce": 1859837125, "isDeleted": false, "boundElements": null, "updated": 1783840598330, "link": null, "locked": false, "type": "rectangle", "x": 40, "y": 2220, "width": 1080, "height": 480 }, { "id": "ev.ev-title", "angle": 0, "strokeColor": "#1e1e1e", "backgroundColor": "transparent", "fillStyle": "solid", "strokeWidth": 1, "strokeStyle": "solid", "roughness": 1, "opacity": 100, "groupIds": [], "frameId": null, "roundness": null, "seed": 465392, "version": 1, "versionNonce": 1275114525, "isDeleted": false, "boundElements": null, "updated": 1783840598330, "link": null, "locked": false, "type": "text", "x": 60, "y": 2230, "width": 900, "height": 22, "text": "Workflow: events-pipeline (every 2h, 06\u201322 Asia/Jerusalem)", "fontSize": 15, "fontFamily": 5, "textAlign": "left", "verticalAlign": "top", "baseline": 18, "containerId": null, "originalText": "Workflow: events-pipeline (every 2h, 06\u201322 Asia/Jerusalem)", "lineHeight": 1.25 }, { "id": "ev.ev-step1", "angle": 0, "strokeColor": "#1e1e1e", "backgroundColor": "#dcfce7", "fillStyle": "hachure", "strokeWidth": 1, "strokeStyle": "solid", "roughness": 1, "opacity": 100, "groupIds": [], "frameId": null, "roundness": { "type": 3 }, "seed": 131347, "version": 1, "versionNonce": 898945072, "isDeleted": false, "boundElements": null, "updated": 1783840598330, "link": null, "locked": false, "type": "rectangle", "x": 60, "y": 2270, "width": 520, "height": 150 }, { "id": "ev.ev-step1__t", "angle": 0, "strokeColor": "#1e1e1e", "backgroundColor": "transparent", "fillStyle": "solid", "strokeWidth": 1, "strokeStyle": "solid", "roughness": 1, "opacity": 100, "groupIds": [], "frameId": null, "roundness": null, "seed": 1396819, "version": 1, "versionNonce": 730558819, "isDeleted": false, "boundElements": null, "updated": 1783840598330, "link": null, "locked": false, "type": "text", "x": 68, "y": 2296.25, "width": 504, "height": 97.5, "text": "Step 1 \u2014 ingest-mainstream-papers (hourly)\n\nbackend/mainstream_papers_etl.py \u2014 separate from\nonline_paper_etl.py (different taxonomy + consumer)\n\u25ba\u25ba BQ: mainstream_articles\n\u25ba\u25ba BQ: mainstream_etl_runs / mainstream_etl_run_errors", "fontSize": 13, "fontFamily": 5, "textAlign": "center", "verticalAlign": "top", "baseline": 16, "containerId": null, "originalText": "Step 1 \u2014 ingest-mainstream-papers (hourly)\n\nbackend/mainstream_papers_etl.py \u2014 separate from\nonline_paper_etl.py (different taxonomy + consumer)\n\u25ba\u25ba BQ: mainstream_articles\n\u25ba\u25ba BQ: mainstream_etl_runs / mainstream_etl_run_errors", "lineHeight": 1.25 }, { "id": "ev.a-src-step1", "angle": 0, "strokeColor": "#1e1e1e", "backgroundColor": "transparent", "fillStyle": "solid", "strokeWidth": 1, "strokeStyle": "solid", "roughness": 1, "opacity": 100, "groupIds": [], "frameId": null, "roundness": { "type": 2 }, "seed": 731410, "version": 1, "versionNonce": 1368053118, "isDeleted": false, "boundElements": null, "updated": 1783840598330, "link": null, "locked": false, "type": "arrow", "x": 320, "y": 2190, "width": 0, "height": 80, "startBinding": { "elementId": "ev.sources", "focus": 0, "gap": 4 }, "endBinding": { "elementId": "ev.ev-step1", "focus": 0, "gap": 4 }, "lastCommittedPoint": null, "startArrowhead": null, "endArrowhead": "arrow", "points": [ [ 0, 0 ], [ 0, 80 ] ] }, { "id": "ev.ev-step2", "angle": 0, "strokeColor": "#1e1e1e", "backgroundColor": "#dcfce7", "fillStyle": "hachure", "strokeWidth": 1, "strokeStyle": "solid", "roughness": 1, "opacity": 100, "groupIds": [], "frameId": null, "roundness": { "type": 3 }, "seed": 423190, "version": 1, "versionNonce": 1230618366, "isDeleted": false, "boundElements": null, "updated": 1783840598330, "link": null, "locked": false, "type": "rectangle", "x": 600, "y": 2270, "width": 500, "height": 420 }, { "id": "ev.ev-step2__t", "angle": 0, "strokeColor": "#1e1e1e", "backgroundColor": "transparent", "fillStyle": "solid", "strokeWidth": 1, "strokeStyle": "solid", "roughness": 1, "opacity": 100, "groupIds": [], "frameId": null, "roundness": null, "seed": 1615409, "version": 1, "versionNonce": 1572799412, "isDeleted": false, "boundElements": null, "updated": 1783840598330, "link": null, "locked": false, "type": "text", "x": 608, "y": 2278, "width": 484, "height": 406.25, "text": "Step 2 \u2014 events-pipeline job\n\nA. Pull recent articles from mainstream_articles\n (3h hourly / 7d daily rescore)\n\nB. Cluster\n (TF-IDF + source-weight aware)\n\nC. Gemini extraction per cluster\n dedup via cluster_fingerprint\n = sha1(sorted article_ids)\n identical clusters skip Gemini\n\nD. Amplification\n social + TV mention counts around event window;\n right-paper echo from online_paper_articles\n\nE. Importance scoring\n\nF. Correlate to subjects + narratives\n via cached embedding centroids\n (narrative_centroids / subject_centroids)\n\nG. Upsert PG:\n events / event_sources / event_feedback", "fontSize": 13, "fontFamily": 5, "textAlign": "center", "verticalAlign": "top", "baseline": 16, "containerId": null, "originalText": "Step 2 \u2014 events-pipeline job\n\nA. Pull recent articles from mainstream_articles\n (3h hourly / 7d daily rescore)\n\nB. Cluster\n (TF-IDF + source-weight aware)\n\nC. Gemini extraction per cluster\n dedup via cluster_fingerprint\n = sha1(sorted article_ids)\n identical clusters skip Gemini\n\nD. Amplification\n social + TV mention counts around event window;\n right-paper echo from online_paper_articles\n\nE. Importance scoring\n\nF. Correlate to subjects + narratives\n via cached embedding centroids\n (narrative_centroids / subject_centroids)\n\nG. Upsert PG:\n events / event_sources / event_feedback", "lineHeight": 1.25 }, { "id": "ev.a-step1-step2", "angle": 0, "strokeColor": "#1e1e1e", "backgroundColor": "transparent", "fillStyle": "solid", "strokeWidth": 1, "strokeStyle": "solid", "roughness": 1, "opacity": 100, "groupIds": [], "frameId": null, "roundness": { "type": 2 }, "seed": 1342130, "version": 1, "versionNonce": 618530088, "isDeleted": false, "boundElements": null, "updated": 1783840598330, "link": null, "locked": false, "type": "arrow", "x": 580, "y": 2345, "width": 20, "height": 0, "startBinding": { "elementId": "ev.ev-step1", "focus": 0, "gap": 4 }, "endBinding": { "elementId": "ev.ev-step2", "focus": 0, "gap": 4 }, "lastCommittedPoint": null, "startArrowhead": null, "endArrowhead": "arrow", "points": [ [ 0, 0 ], [ 20, 0 ] ] }, { "id": "ev.ev-bq", "angle": 0, "strokeColor": "#1e1e1e", "backgroundColor": "#fef3c7", "fillStyle": "hachure", "strokeWidth": 1, "strokeStyle": "solid", "roughness": 1, "opacity": 100, "groupIds": [], "frameId": null, "roundness": { "type": 3 }, "seed": 1668996, "version": 1, "versionNonce": 81371767, "isDeleted": false, "boundElements": null, "updated": 1783840598330, "link": null, "locked": false, "type": "rectangle", "x": 60, "y": 2440, "width": 520, "height": 240 }, { "id": "ev.ev-bq__t", "angle": 0, "strokeColor": "#1e1e1e", "backgroundColor": "transparent", "fillStyle": "solid", "strokeWidth": 1, "strokeStyle": "solid", "roughness": 1, "opacity": 100, "groupIds": [], "frameId": null, "roundness": null, "seed": 681553, "version": 1, "versionNonce": 1628188827, "isDeleted": false, "boundElements": null, "updated": 1783840598330, "link": null, "locked": false, "type": "text", "x": 68, "y": 2519.375, "width": 504, "height": 81.25, "text": "BigQuery sources (read by step 2)\n\nmainstream_articles (primary \u2014 clustering input)\nonline_paper_articles (right-paper echo signal)\nsocial + TV tables (amplification signal)", "fontSize": 13, "fontFamily": 5, "textAlign": "center", "verticalAlign": "top", "baseline": 16, "containerId": null, "originalText": "BigQuery sources (read by step 2)\n\nmainstream_articles (primary \u2014 clustering input)\nonline_paper_articles (right-paper echo signal)\nsocial + TV tables (amplification signal)", "lineHeight": 1.25 }, { "id": "ev.a-bq-step2", "angle": 0, "strokeColor": "#1e1e1e", "backgroundColor": "transparent", "fillStyle": "solid", "strokeWidth": 1, "strokeStyle": "solid", "roughness": 1, "opacity": 100, "groupIds": [], "frameId": null, "roundness": { "type": 2 }, "seed": 340499, "version": 1, "versionNonce": 464625614, "isDeleted": false, "boundElements": null, "updated": 1783840598330, "link": null, "locked": false, "type": "arrow", "x": 580, "y": 2560, "width": 20, "height": 0, "startBinding": { "elementId": "ev.ev-bq", "focus": 0, "gap": 4 }, "endBinding": { "elementId": "ev.ev-step2", "focus": 0, "gap": 4 }, "lastCommittedPoint": null, "startArrowhead": null, "endArrowhead": "arrow", "points": [ [ 0, 0 ], [ 20, 0 ] ] }, { "id": "ev.ev-ui", "angle": 0, "strokeColor": "#1e1e1e", "backgroundColor": "#fce7f3", "fillStyle": "hachure", "strokeWidth": 1, "strokeStyle": "solid", "roughness": 1, "opacity": 100, "groupIds": [], "frameId": null, "roundness": { "type": 3 }, "seed": 835042, "version": 1, "versionNonce": 75889598, "isDeleted": false, "boundElements": null, "updated": 1783840598330, "link": null, "locked": false, "type": "rectangle", "x": 40, "y": 2740, "width": 1080, "height": 180 }, { "id": "ev.ev-ui__t", "angle": 0, "strokeColor": "#1e1e1e", "backgroundColor": "transparent", "fillStyle": "solid", "strokeWidth": 1, "strokeStyle": "solid", "roughness": 1, "opacity": 100, "groupIds": [], "frameId": null, "roundness": null, "seed": 1386222, "version": 1, "versionNonce": 852457325, "isDeleted": false, "boundElements": null, "updated": 1783840598330, "link": null, "locked": false, "type": "text", "x": 48, "y": 2756.875, "width": 1064, "height": 146.25, "text": "UI / API consumers\n\n/events \u2014 timeline + calendar + drawer detail\n (camp / category streams, year heatmap, month calendar)\n/admin/events \u2014 list with inline source-health editing, feedback actions\n/admin/events-dashboard \u2014 volume + importance distribution + source coverage\n\nMCP: list_events, get_event, search_events, get_events_calendar,\n get_events_camp_stream, get_events_category_stream", "fontSize": 13, "fontFamily": 5, "textAlign": "center", "verticalAlign": "top", "baseline": 16, "containerId": null, "originalText": "UI / API consumers\n\n/events \u2014 timeline + calendar + drawer detail\n (camp / category streams, year heatmap, month calendar)\n/admin/events \u2014 list with inline source-health editing, feedback actions\n/admin/events-dashboard \u2014 volume + importance distribution + source coverage\n\nMCP: list_events, get_event, search_events, get_events_calendar,\n get_events_camp_stream, get_events_category_stream", "lineHeight": 1.25 }, { "id": "ev.a-step2-ui", "angle": 0, "strokeColor": "#1e1e1e", "backgroundColor": "transparent", "fillStyle": "solid", "strokeWidth": 1, "strokeStyle": "solid", "roughness": 1, "opacity": 100, "groupIds": [], "frameId": null, "roundness": { "type": 2 }, "seed": 232845, "version": 1, "versionNonce": 181104628, "isDeleted": false, "boundElements": null, "updated": 1783840598330, "link": null, "locked": false, "type": "arrow", "x": 850, "y": 2690, "width": 0, "height": 50, "startBinding": { "elementId": "ev.ev-step2", "focus": 0, "gap": 4 }, "endBinding": { "elementId": "ev.ev-ui", "focus": 0, "gap": 4 }, "lastCommittedPoint": null, "startArrowhead": null, "endArrowhead": "arrow", "points": [ [ 0, 0 ], [ 0, 50 ] ] } ], "appState": { "viewBackgroundColor": "#ffffff", "gridSize": null }, "files": {} }