{"schema_version":"onlylabs.public_signal.v1","title":"Microsoft Release: microsoft/llmwiki v1.0.0","description":"Microsoft release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/2e932bf6-704f-4dfa-9a00-df8ab1c71bba","json_url":"https://onlylabs.fyi/signals/2e932bf6-704f-4dfa-9a00-df8ab1c71bba/signal.json","generated_at":"2026-06-26T23:17:48.609Z","evidence_latest_fetched_at":"2026-06-14T07:03:49.200018+00:00","signal_first_seen_at":"2026-06-14T07:00:27.311767+00:00","org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/microsoft","dossier_json_url":"https://onlylabs.fyi/labs/microsoft/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/2e932bf6-704f-4dfa-9a00-df8ab1c71bba","signal_json":"https://onlylabs.fyi/signals/2e932bf6-704f-4dfa-9a00-df8ab1c71bba/signal.json","source":"https://github.com/microsoft/llmwiki/releases/tag/v1.0.0","lab_dossier":"https://onlylabs.fyi/labs/microsoft","lab_dossier_json":"https://onlylabs.fyi/labs/microsoft/dossier.json","analysis":"https://onlylabs.fyi/analysis/microsoft","analysis_json":"https://onlylabs.fyi/analysis/microsoft/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/microsoft/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":"Microsoft published microsoft/llmwiki v1.0.0 (microsoft/llmwiki). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: A dataset of Wikipedia articles cleaned for large language model training. · v1.0.0 Repository: microsoft/llmwiki Tag: v1.0.0 Published: 2026-06-12T19:08:19Z Prerelease: no Release notes: What's Changed First release. New Contributors *.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","signal_desk":"releases","source_context":{"source_url":"https://github.com/microsoft/llmwiki/releases/tag/v1.0.0","source_host":"github.com","occurred_at":"2026-06-12T19:08:19+00:00","first_seen_at":"2026-06-14T07:00:27.311767+00:00","date_source":"source","context":"microsoft/llmwiki"},"context_markers":[{"label":"Lab","value":"Microsoft","source":"signal"},{"label":"Signal desk","value":"releases","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"microsoft/llmwiki","source":"source"},{"label":"Release","value":"v1.0.0","source":"source"},{"label":"Context","value":"A dataset of Wikipedia articles cleaned for large language model training.","source":"signal"},{"label":"Notability","value":"Microsoft's LLMwiki v1.0.0 solid repo release.","source":"signal"},{"label":"Watch term","value":"Data pipeline","source":"evidence"},{"label":"Watch term","value":"Infrastructure","source":"evidence"},{"label":"Watch term","value":"Safety and alignment","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/microsoft/llmwiki/releases/tag/v1.0.0"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-14T07:03:49.200018+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/2e932bf6-704f-4dfa-9a00-df8ab1c71bba/signal.json","dossier_json":"https://onlylabs.fyi/labs/microsoft/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/microsoft/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/microsoft/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/2e932bf6-704f-4dfa-9a00-df8ab1c71bba/signal.json","required":true},{"label":"source","url":"https://github.com/microsoft/llmwiki/releases/tag/v1.0.0","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/microsoft/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/microsoft/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 Microsoft's release signal \"microsoft/llmwiki v1.0.0\" for frontier lab strategy."},"semantic_triples":[{"subject":"Microsoft","predicate":"released","object":"microsoft/llmwiki v1.0.0","text":"Microsoft released microsoft/llmwiki v1.0.0."},{"subject":"microsoft/llmwiki v1.0.0","predicate":"is classified as","object":"release signal","text":"microsoft/llmwiki v1.0.0 is classified as release signal."},{"subject":"microsoft/llmwiki v1.0.0","predicate":"belongs to","object":"releases desk","text":"microsoft/llmwiki v1.0.0 belongs to releases desk."},{"subject":"microsoft/llmwiki v1.0.0","predicate":"has context","object":"microsoft/llmwiki","text":"microsoft/llmwiki v1.0.0 has context microsoft/llmwiki."},{"subject":"microsoft/llmwiki v1.0.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/llmwiki v1.0.0 has evidence coverage 1 captured evidence page."},{"subject":"microsoft/llmwiki v1.0.0","predicate":"has captured page count","object":"1","text":"microsoft/llmwiki v1.0.0 has captured page count 1."},{"subject":"microsoft/llmwiki v1.0.0","predicate":"has readable page count","object":"1","text":"microsoft/llmwiki v1.0.0 has readable page count 1."},{"subject":"microsoft/llmwiki v1.0.0","predicate":"has related signal count","object":"6","text":"microsoft/llmwiki v1.0.0 has related signal count 6."},{"subject":"microsoft/llmwiki v1.0.0","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":"microsoft/llmwiki v1.0.0 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"microsoft/llmwiki v1.0.0","predicate":"has source host","object":"github.com","text":"microsoft/llmwiki v1.0.0 has source host github.com."},{"subject":"microsoft/llmwiki v1.0.0","predicate":"has lab","object":"Microsoft","text":"microsoft/llmwiki v1.0.0 has lab Microsoft."},{"subject":"microsoft/llmwiki v1.0.0","predicate":"has signal desk","object":"releases","text":"microsoft/llmwiki v1.0.0 has signal desk releases."},{"subject":"microsoft/llmwiki v1.0.0","predicate":"has source host","object":"github.com","text":"microsoft/llmwiki v1.0.0 has source host github.com."},{"subject":"microsoft/llmwiki v1.0.0","predicate":"has repository","object":"microsoft/llmwiki","text":"microsoft/llmwiki v1.0.0 has repository microsoft/llmwiki."},{"subject":"microsoft/llmwiki v1.0.0","predicate":"has release","object":"v1.0.0","text":"microsoft/llmwiki v1.0.0 has release v1.0.0."},{"subject":"microsoft/llmwiki v1.0.0","predicate":"has context","object":"A dataset of Wikipedia articles cleaned for large language model training.","text":"microsoft/llmwiki v1.0.0 has context A dataset of Wikipedia articles cleaned for large language model training.."},{"subject":"microsoft/llmwiki v1.0.0","predicate":"has notability","object":"Microsoft's LLMwiki v1.0.0 solid repo release.","text":"microsoft/llmwiki v1.0.0 has notability Microsoft's LLMwiki v1.0.0 solid repo release.."},{"subject":"microsoft/llmwiki v1.0.0","predicate":"has watch term","object":"Data pipeline","text":"microsoft/llmwiki v1.0.0 has watch term Data pipeline."}]},"intelligence":{"signal_desk":"releases","answer":"Microsoft published microsoft/llmwiki v1.0.0 (microsoft/llmwiki). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: A dataset of Wikipedia articles cleaned for large language model training. · v1.0.0 Repository: microsoft/llmwiki Tag: v1.0.0 Published: 2026-06-12T19:08:19Z Prerelease: no Release notes: What's Changed First release. New Contributors *.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"Microsoft","predicate":"released","object":"microsoft/llmwiki v1.0.0","text":"Microsoft released microsoft/llmwiki v1.0.0."},{"subject":"microsoft/llmwiki v1.0.0","predicate":"is classified as","object":"release signal","text":"microsoft/llmwiki v1.0.0 is classified as release signal."},{"subject":"microsoft/llmwiki v1.0.0","predicate":"belongs to","object":"releases desk","text":"microsoft/llmwiki v1.0.0 belongs to releases desk."},{"subject":"microsoft/llmwiki v1.0.0","predicate":"has context","object":"microsoft/llmwiki","text":"microsoft/llmwiki v1.0.0 has context microsoft/llmwiki."},{"subject":"microsoft/llmwiki v1.0.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/llmwiki v1.0.0 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"2e932bf6-704f-4dfa-9a00-df8ab1c71bba","url":"https://onlylabs.fyi/signals/2e932bf6-704f-4dfa-9a00-df8ab1c71bba","json_url":"https://onlylabs.fyi/signals/2e932bf6-704f-4dfa-9a00-df8ab1c71bba/signal.json","source_url":"https://github.com/microsoft/llmwiki/releases/tag/v1.0.0","title":"microsoft/llmwiki v1.0.0","summary":"Microsoft published release notes. onlylabs watches releases for what actually shipped.","context":"microsoft/llmwiki","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-12T19:08:19+00:00","first_seen_at":"2026-06-14T07:00:27.311767+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/microsoft/llmwiki/releases/tag/v1.0.0"]},"facets":{"repo":"microsoft/llmwiki"},"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":{"is_primary":true,"source_match":true,"url":"https://github.com/microsoft/llmwiki/releases/tag/v1.0.0","final_url":"https://github.com/microsoft/llmwiki/releases/tag/v1.0.0","title":"microsoft/llmwiki v1.0.0","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-14T07:03:49.200018+00:00","bytes":6849,"raw_path":"c16a3730f4b1a030eb2653d129ef2b14a008b907c175181834a252d7a11ca201.json","content_hash":"3564816c7fdaf115c347444595b9ac17bef9642f4bc6c2f14de03e661d302bf9","excerpt_chars":1200,"truncated":false,"excerpt":"v1.0.0 Repository: microsoft/llmwiki Tag: v1.0.0 Published: 2026-06-12T19:08:19Z Prerelease: no Release notes: What's Changed First release. New Contributors * @microsoft-github-policy-service[bot] made their first contribution in https://github.com/microsoft/llmwiki/pull/2 * @llxu1 made their first contribution in https://github.com/microsoft/llmwiki/pull/4 * @dependabot[bot] made their first contribution in https://github.com/microsoft/llmwiki/pull/25 **Full Changelog**: https://github.com/microsoft/llmwiki/commits/v1.0.0"},"evidence_pages":[],"related_signals":[{"id":"6ec2a927-3845-4050-9237-3a5163e090ea","url":"https://onlylabs.fyi/signals/6ec2a927-3845-4050-9237-3a5163e090ea","source_url":"https://github.com/microsoft/vscode-java-test/releases/tag/0.46.0","title":"microsoft/vscode-java-test 0.46.0","context":"microsoft/vscode-java-test","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-26T05:45:34+00:00","first_seen_at":"2026-06-26T07:00:34.382543+00:00","date_source":"source"},{"id":"4d12bc3c-ce5e-4930-a775-fba5de2844e4","url":"https://onlylabs.fyi/signals/4d12bc3c-ce5e-4930-a775-fba5de2844e4","source_url":"https://github.com/microsoft/vscode-maven/releases/tag/v0.45.3","title":"microsoft/vscode-maven v0.45.3","context":"microsoft/vscode-maven","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-26T02:49:42+00:00","first_seen_at":"2026-06-26T07:00:34.382543+00:00","date_source":"source"},{"id":"0e909e5d-fe1c-4256-83b4-ae992eb4ad4b","url":"https://onlylabs.fyi/signals/0e909e5d-fe1c-4256-83b4-ae992eb4ad4b","source_url":"https://github.com/microsoft/java-debug/releases/tag/0.53.2","title":"microsoft/java-debug 0.53.2","context":"microsoft/java-debug","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-26T02:49:41+00:00","first_seen_at":"2026-06-26T07:00:34.382543+00:00","date_source":"source"},{"id":"83fceda9-676d-4948-85f3-e9b17c7bc866","url":"https://onlylabs.fyi/signals/83fceda9-676d-4948-85f3-e9b17c7bc866","source_url":"https://github.com/microsoft/build-server-for-gradle/releases/tag/0.4.0","title":"microsoft/build-server-for-gradle 0.4.0","context":"microsoft/build-server-for-gradle","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-26T02:49:39+00:00","first_seen_at":"2026-06-26T07:00:34.382543+00:00","date_source":"source"},{"id":"879e2030-2dad-405d-91ca-abb1ded41f21","url":"https://onlylabs.fyi/signals/879e2030-2dad-405d-91ca-abb1ded41f21","source_url":"https://github.com/microsoft/fast/releases/tag/%40microsoft/fast-test-harness_v0.4.0","title":"microsoft/fast @microsoft/fast-test-harness_v0.4.0","context":"microsoft/fast","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-25T17:26:47+00:00","first_seen_at":"2026-06-26T07:00:34.382543+00:00","date_source":"source"},{"id":"37c6780f-e533-4cdb-a19b-298f0724db22","url":"https://onlylabs.fyi/signals/37c6780f-e533-4cdb-a19b-298f0724db22","source_url":"https://github.com/microsoft/fast/releases/tag/%40microsoft/fast-router_v1.0.0-alpha.31","title":"microsoft/fast @microsoft/fast-router_v1.0.0-alpha.31","context":"microsoft/fast","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-25T17:26:44+00:00","first_seen_at":"2026-06-26T07:00:34.382543+00:00","date_source":"source"}]}