{"schema_version":"onlylabs.public_signal.v1","title":"Baidu (ERNIE) Release: PaddlePaddle/PaddleRec v2.2.0","description":"Baidu (ERNIE) release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/3ba4803e-d2b4-487b-948a-95b393a397e6","json_url":"https://onlylabs.fyi/signals/3ba4803e-d2b4-487b-948a-95b393a397e6/signal.json","generated_at":"2026-06-11T03:45:51.688779+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/3ba4803e-d2b4-487b-948a-95b393a397e6","signal_json":"https://onlylabs.fyi/signals/3ba4803e-d2b4-487b-948a-95b393a397e6/signal.json","source":"https://github.com/PaddlePaddle/PaddleRec/releases/tag/v2.2.0","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/PaddleRec v2.2.0 (PaddlePaddle/PaddleRec). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: PaddleRec v2.2.0 Repository: PaddlePaddle/PaddleRec Tag: v2.2.0 Published: 2021-11-19T05:34:44Z Prerelease: no Release notes: PaddleRec v2.2.0 Release Note 重要更新 -.... 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/PaddleRec/releases/tag/v2.2.0","source_host":"github.com","occurred_at":"2021-11-19T05:34:44+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source","context":"PaddlePaddle/PaddleRec"},"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/PaddleRec","source":"source"},{"label":"Release","value":"PaddleRec v2.2.0","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/PaddleRec/releases/tag/v2.2.0"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:45:51.688779+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/3ba4803e-d2b4-487b-948a-95b393a397e6/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/3ba4803e-d2b4-487b-948a-95b393a397e6/signal.json","required":true},{"label":"source","url":"https://github.com/PaddlePaddle/PaddleRec/releases/tag/v2.2.0","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/PaddleRec v2.2.0\" for frontier lab strategy."},"semantic_triples":[{"subject":"Baidu (ERNIE)","predicate":"released","object":"PaddlePaddle/PaddleRec v2.2.0","text":"Baidu (ERNIE) released PaddlePaddle/PaddleRec v2.2.0."},{"subject":"PaddlePaddle/PaddleRec v2.2.0","predicate":"is classified as","object":"release signal","text":"PaddlePaddle/PaddleRec v2.2.0 is classified as release signal."},{"subject":"PaddlePaddle/PaddleRec v2.2.0","predicate":"belongs to","object":"releases desk","text":"PaddlePaddle/PaddleRec v2.2.0 belongs to releases desk."},{"subject":"PaddlePaddle/PaddleRec v2.2.0","predicate":"has context","object":"PaddlePaddle/PaddleRec","text":"PaddlePaddle/PaddleRec v2.2.0 has context PaddlePaddle/PaddleRec."},{"subject":"PaddlePaddle/PaddleRec v2.2.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"PaddlePaddle/PaddleRec v2.2.0 has evidence coverage 1 captured evidence page."},{"subject":"PaddlePaddle/PaddleRec v2.2.0","predicate":"has captured page count","object":"1","text":"PaddlePaddle/PaddleRec v2.2.0 has captured page count 1."},{"subject":"PaddlePaddle/PaddleRec v2.2.0","predicate":"has readable page count","object":"1","text":"PaddlePaddle/PaddleRec v2.2.0 has readable page count 1."},{"subject":"PaddlePaddle/PaddleRec v2.2.0","predicate":"has related signal count","object":"6","text":"PaddlePaddle/PaddleRec v2.2.0 has related signal count 6."},{"subject":"PaddlePaddle/PaddleRec v2.2.0","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/PaddleRec v2.2.0 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"PaddlePaddle/PaddleRec v2.2.0","predicate":"has source host","object":"github.com","text":"PaddlePaddle/PaddleRec v2.2.0 has source host github.com."},{"subject":"PaddlePaddle/PaddleRec v2.2.0","predicate":"has lab","object":"Baidu (ERNIE)","text":"PaddlePaddle/PaddleRec v2.2.0 has lab Baidu (ERNIE)."},{"subject":"PaddlePaddle/PaddleRec v2.2.0","predicate":"has signal desk","object":"releases","text":"PaddlePaddle/PaddleRec v2.2.0 has signal desk releases."},{"subject":"PaddlePaddle/PaddleRec v2.2.0","predicate":"has source host","object":"github.com","text":"PaddlePaddle/PaddleRec v2.2.0 has source host github.com."},{"subject":"PaddlePaddle/PaddleRec v2.2.0","predicate":"has repository","object":"PaddlePaddle/PaddleRec","text":"PaddlePaddle/PaddleRec v2.2.0 has repository PaddlePaddle/PaddleRec."},{"subject":"PaddlePaddle/PaddleRec v2.2.0","predicate":"has release","object":"PaddleRec v2.2.0","text":"PaddlePaddle/PaddleRec v2.2.0 has release PaddleRec v2.2.0."}]},"intelligence":{"signal_desk":"releases","answer":"Baidu (ERNIE) published PaddlePaddle/PaddleRec v2.2.0 (PaddlePaddle/PaddleRec). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: PaddleRec v2.2.0 Repository: PaddlePaddle/PaddleRec Tag: v2.2.0 Published: 2021-11-19T05:34:44Z Prerelease: no Release notes: PaddleRec v2.2.0 Release Note 重要更新 -.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"Baidu (ERNIE)","predicate":"released","object":"PaddlePaddle/PaddleRec v2.2.0","text":"Baidu (ERNIE) released PaddlePaddle/PaddleRec v2.2.0."},{"subject":"PaddlePaddle/PaddleRec v2.2.0","predicate":"is classified as","object":"release signal","text":"PaddlePaddle/PaddleRec v2.2.0 is classified as release signal."},{"subject":"PaddlePaddle/PaddleRec v2.2.0","predicate":"belongs to","object":"releases desk","text":"PaddlePaddle/PaddleRec v2.2.0 belongs to releases desk."},{"subject":"PaddlePaddle/PaddleRec v2.2.0","predicate":"has context","object":"PaddlePaddle/PaddleRec","text":"PaddlePaddle/PaddleRec v2.2.0 has context PaddlePaddle/PaddleRec."},{"subject":"PaddlePaddle/PaddleRec v2.2.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"PaddlePaddle/PaddleRec v2.2.0 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"3ba4803e-d2b4-487b-948a-95b393a397e6","url":"https://onlylabs.fyi/signals/3ba4803e-d2b4-487b-948a-95b393a397e6","json_url":"https://onlylabs.fyi/signals/3ba4803e-d2b4-487b-948a-95b393a397e6/signal.json","source_url":"https://github.com/PaddlePaddle/PaddleRec/releases/tag/v2.2.0","title":"PaddlePaddle/PaddleRec v2.2.0","summary":"Baidu (ERNIE) published release notes. onlylabs watches releases for what actually shipped.","context":"PaddlePaddle/PaddleRec","kind":{"key":"release","label":"Release"},"org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab"},"occurred_at":"2021-11-19T05:34:44+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/PaddleRec/releases/tag/v2.2.0"]},"facets":{"repo":"PaddlePaddle/PaddleRec"},"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/PaddleRec/releases/tag/v2.2.0","final_url":"https://github.com/PaddlePaddle/PaddleRec/releases/tag/v2.2.0","title":"PaddlePaddle/PaddleRec v2.2.0","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:45:51.688779+00:00","bytes":3400,"raw_path":"e529cea2164a3d87b3d632458e22625d11247401629052f6040bb2180fe7315a.json","content_hash":"3e6711bfe7c4ae5508ef52f906093db528450be16098b9eae85a3066e36228fd","excerpt_chars":1200,"truncated":false,"excerpt":"PaddleRec v2.2.0 Repository: PaddlePaddle/PaddleRec Tag: v2.2.0 Published: 2021-11-19T05:34:44Z Prerelease: no Release notes: PaddleRec v2.2.0 Release Note 重要更新 - 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