{"schema_version":"onlylabs.public_signal.v1","title":"Baidu (ERNIE) Release: PaddlePaddle/PGL 2.2.4post","description":"Baidu (ERNIE) release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/f0693a0e-4aa1-4249-b01b-6fa1f1dacf36","json_url":"https://onlylabs.fyi/signals/f0693a0e-4aa1-4249-b01b-6fa1f1dacf36/signal.json","generated_at":"2026-06-11T03:45:12.949222+00:00","org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/baidu","dossier_json_url":"https://onlylabs.fyi/labs/baidu/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/f0693a0e-4aa1-4249-b01b-6fa1f1dacf36","signal_json":"https://onlylabs.fyi/signals/f0693a0e-4aa1-4249-b01b-6fa1f1dacf36/signal.json","source":"https://github.com/PaddlePaddle/PGL/releases/tag/2.2.4post","lab_dossier":"https://onlylabs.fyi/labs/baidu","lab_dossier_json":"https://onlylabs.fyi/labs/baidu/dossier.json","analysis":"https://onlylabs.fyi/analysis/baidu","analysis_json":"https://onlylabs.fyi/analysis/baidu/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/baidu/evidence.json","category":"https://onlylabs.fyi/frontier","category_json":"https://onlylabs.fyi/frontier.json","category_feed":"https://onlylabs.fyi/frontier/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json","topic":"https://onlylabs.fyi/topics/releases","topic_signals_json":"https://onlylabs.fyi/topics/releases/signals.json","topic_feed":"https://onlylabs.fyi/topics/releases/feed.xml","data_business":null},"answer_pack":{"answer":"Baidu (ERNIE) published PaddlePaddle/PGL 2.2.4post (PaddlePaddle/PGL). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: 2.2.4post Repository: PaddlePaddle/PGL Tag: 2.2.4post Published: 2023-03-03T02:41:24Z Prerelease: no Release notes: 1. Fix workflows for automatic build pgl in some.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","signal_desk":"releases","source_context":{"source_url":"https://github.com/PaddlePaddle/PGL/releases/tag/2.2.4post","source_host":"github.com","occurred_at":"2023-03-03T02:41:24+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source","context":"PaddlePaddle/PGL"},"context_markers":[{"label":"Lab","value":"Baidu (ERNIE)","source":"signal"},{"label":"Signal desk","value":"releases","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"PaddlePaddle/PGL","source":"source"},{"label":"Release","value":"2.2.4post","source":"source"},{"label":"Watch term","value":"Agents and tool use","source":"evidence"}],"evidence_coverage":{"target_pages":1,"captured_pages":1,"readable_pages":1,"capture_methods":["plain"],"missing_page_urls":[],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://github.com/PaddlePaddle/PGL/releases/tag/2.2.4post"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:45:12.949222+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/f0693a0e-4aa1-4249-b01b-6fa1f1dacf36/signal.json","dossier_json":"https://onlylabs.fyi/labs/baidu/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/baidu/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/baidu/evidence.json","topic_signals_json":"https://onlylabs.fyi/topics/releases/signals.json","topic_feed":"https://onlylabs.fyi/topics/releases/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json","data_radar_json":null,"opportunities_json":null},"analysis_playbook":{"objective":"Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.","evidence_focus":["model card","release note","version or tag","pipeline tag","license","downloads, likes, stars, and linked papers"],"extraction_questions":["What actually shipped, and through which public artifact?","Which releases include inspectable model, repo, paper, or package evidence?","Which launches create new eval, data, infra, or deployment needs?","Which shipped signals are missing captured page context?"],"signal_questions":["What changed in this release, and what downstream data or infrastructure need could it create?","What actually shipped, and through which public artifact?","Which releases include inspectable model, repo, paper, or package evidence?","Do the 6 related release signals show a repeated pattern?"],"output_fields":["org","release_type","artifact","traction","data_business_lane","evidence_url"],"data_business_relevance":"Release signals show the hard edge of lab execution and help connect data-business opportunities to concrete model, repo, and deployment changes.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/f0693a0e-4aa1-4249-b01b-6fa1f1dacf36/signal.json","required":true},{"label":"source","url":"https://github.com/PaddlePaddle/PGL/releases/tag/2.2.4post","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/baidu/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/baidu/evidence.json","required":true},{"label":"topic_signals_json","url":"https://onlylabs.fyi/topics/releases/signals.json","required":false},{"label":"data_radar_json","url":null,"required":false}],"expected_output":["one-paragraph source-grounded interpretation","category-specific implication","confidence and missing evidence","recommended next source to inspect"],"prompt_seed":"Using only the linked onlylabs JSON, captured source context, and cited evidence, analyze Baidu (ERNIE)'s release signal \"PaddlePaddle/PGL 2.2.4post\" for frontier lab strategy."},"semantic_triples":[{"subject":"Baidu (ERNIE)","predicate":"released","object":"PaddlePaddle/PGL 2.2.4post","text":"Baidu (ERNIE) released PaddlePaddle/PGL 2.2.4post."},{"subject":"PaddlePaddle/PGL 2.2.4post","predicate":"is classified as","object":"release signal","text":"PaddlePaddle/PGL 2.2.4post is classified as release signal."},{"subject":"PaddlePaddle/PGL 2.2.4post","predicate":"belongs to","object":"releases desk","text":"PaddlePaddle/PGL 2.2.4post belongs to releases desk."},{"subject":"PaddlePaddle/PGL 2.2.4post","predicate":"has context","object":"PaddlePaddle/PGL","text":"PaddlePaddle/PGL 2.2.4post has context PaddlePaddle/PGL."},{"subject":"PaddlePaddle/PGL 2.2.4post","predicate":"has evidence coverage","object":"1 captured evidence page","text":"PaddlePaddle/PGL 2.2.4post has evidence coverage 1 captured evidence page."},{"subject":"PaddlePaddle/PGL 2.2.4post","predicate":"has captured page count","object":"1","text":"PaddlePaddle/PGL 2.2.4post has captured page count 1."},{"subject":"PaddlePaddle/PGL 2.2.4post","predicate":"has readable page count","object":"1","text":"PaddlePaddle/PGL 2.2.4post has readable page count 1."},{"subject":"PaddlePaddle/PGL 2.2.4post","predicate":"has related signal count","object":"6","text":"PaddlePaddle/PGL 2.2.4post has related signal count 6."},{"subject":"PaddlePaddle/PGL 2.2.4post","predicate":"has analysis playbook objective","object":"Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.","text":"PaddlePaddle/PGL 2.2.4post has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"PaddlePaddle/PGL 2.2.4post","predicate":"has source host","object":"github.com","text":"PaddlePaddle/PGL 2.2.4post has source host github.com."},{"subject":"PaddlePaddle/PGL 2.2.4post","predicate":"has lab","object":"Baidu (ERNIE)","text":"PaddlePaddle/PGL 2.2.4post has lab Baidu (ERNIE)."},{"subject":"PaddlePaddle/PGL 2.2.4post","predicate":"has signal desk","object":"releases","text":"PaddlePaddle/PGL 2.2.4post has signal desk releases."},{"subject":"PaddlePaddle/PGL 2.2.4post","predicate":"has source host","object":"github.com","text":"PaddlePaddle/PGL 2.2.4post has source host github.com."},{"subject":"PaddlePaddle/PGL 2.2.4post","predicate":"has repository","object":"PaddlePaddle/PGL","text":"PaddlePaddle/PGL 2.2.4post has repository PaddlePaddle/PGL."},{"subject":"PaddlePaddle/PGL 2.2.4post","predicate":"has release","object":"2.2.4post","text":"PaddlePaddle/PGL 2.2.4post has release 2.2.4post."},{"subject":"PaddlePaddle/PGL 2.2.4post","predicate":"has watch term","object":"Agents and tool use","text":"PaddlePaddle/PGL 2.2.4post has watch term Agents and tool use."}]},"intelligence":{"signal_desk":"releases","answer":"Baidu (ERNIE) published PaddlePaddle/PGL 2.2.4post (PaddlePaddle/PGL). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: 2.2.4post Repository: PaddlePaddle/PGL Tag: 2.2.4post Published: 2023-03-03T02:41:24Z Prerelease: no Release notes: 1. Fix workflows for automatic build pgl in some.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"Baidu (ERNIE)","predicate":"released","object":"PaddlePaddle/PGL 2.2.4post","text":"Baidu (ERNIE) released PaddlePaddle/PGL 2.2.4post."},{"subject":"PaddlePaddle/PGL 2.2.4post","predicate":"is classified as","object":"release signal","text":"PaddlePaddle/PGL 2.2.4post is classified as release signal."},{"subject":"PaddlePaddle/PGL 2.2.4post","predicate":"belongs to","object":"releases desk","text":"PaddlePaddle/PGL 2.2.4post belongs to releases desk."},{"subject":"PaddlePaddle/PGL 2.2.4post","predicate":"has context","object":"PaddlePaddle/PGL","text":"PaddlePaddle/PGL 2.2.4post has context PaddlePaddle/PGL."},{"subject":"PaddlePaddle/PGL 2.2.4post","predicate":"has evidence coverage","object":"1 captured evidence page","text":"PaddlePaddle/PGL 2.2.4post has evidence coverage 1 captured evidence page."}]},"signal":{"id":"f0693a0e-4aa1-4249-b01b-6fa1f1dacf36","url":"https://onlylabs.fyi/signals/f0693a0e-4aa1-4249-b01b-6fa1f1dacf36","json_url":"https://onlylabs.fyi/signals/f0693a0e-4aa1-4249-b01b-6fa1f1dacf36/signal.json","source_url":"https://github.com/PaddlePaddle/PGL/releases/tag/2.2.4post","title":"PaddlePaddle/PGL 2.2.4post","summary":"Baidu (ERNIE) published release notes. onlylabs watches releases for what actually shipped.","context":"PaddlePaddle/PGL","kind":{"key":"release","label":"Release"},"org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab"},"occurred_at":"2023-03-03T02:41:24+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source","evidence_coverage":{"target_pages":1,"captured_pages":1,"readable_pages":1,"capture_methods":["plain"],"missing_page_urls":[],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://github.com/PaddlePaddle/PGL/releases/tag/2.2.4post"]},"facets":{"repo":"PaddlePaddle/PGL"},"traction":{"github_stars":null,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":null},"primary_evidence_page":{"url":"https://github.com/PaddlePaddle/PGL/releases/tag/2.2.4post","final_url":"https://github.com/PaddlePaddle/PGL/releases/tag/2.2.4post","title":"PaddlePaddle/PGL 2.2.4post","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:45:12.949222+00:00","bytes":2203,"raw_path":"384a0f4984e3163c0d4ab1476fbed60e317a04c8e0e8536e1358d15f74a96bc9.json","content_hash":"bdc16e15abb0147f68b5a668846178ab45ec3e0c0600b929a87c8fc63c85de4c","excerpt_chars":1200,"truncated":false,"excerpt":"2.2.4post Repository: PaddlePaddle/PGL Tag: 2.2.4post Published: 2023-03-03T02:41:24Z Prerelease: no Release notes: 1. Fix workflows for automatic build pgl in some linux enviroments."},"evidence_pages":[{"url":"https://github.com/PaddlePaddle/PGL/releases/tag/2.2.4post","final_url":"https://github.com/PaddlePaddle/PGL/releases/tag/2.2.4post","title":"PaddlePaddle/PGL 2.2.4post","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:45:12.949222+00:00","bytes":2203,"raw_path":"384a0f4984e3163c0d4ab1476fbed60e317a04c8e0e8536e1358d15f74a96bc9.json","content_hash":"bdc16e15abb0147f68b5a668846178ab45ec3e0c0600b929a87c8fc63c85de4c","excerpt_chars":1200,"truncated":false,"excerpt":"2.2.4post Repository: PaddlePaddle/PGL Tag: 2.2.4post Published: 2023-03-03T02:41:24Z Prerelease: no Release notes: 1. 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