{"schema_version":"onlylabs.public_signal.v1","title":"Microsoft Writing: Building realistic electric transmission grid dataset at scale: a pipeline from open dataset","description":"Microsoft writing signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/3aca06c3-0cfc-4c07-8b54-8c9e3fa9f248","json_url":"https://onlylabs.fyi/signals/3aca06c3-0cfc-4c07-8b54-8c9e3fa9f248/signal.json","generated_at":"2026-06-11T20:24:16.850Z","evidence_latest_fetched_at":"2026-06-07T21:14:35.491256+00:00","signal_first_seen_at":"2026-06-05T20:58:40.10841+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/3aca06c3-0cfc-4c07-8b54-8c9e3fa9f248","signal_json":"https://onlylabs.fyi/signals/3aca06c3-0cfc-4c07-8b54-8c9e3fa9f248/signal.json","source":"https://www.microsoft.com/en-us/research/blog/building-realistic-electric-transmission-grid-dataset-at-scale-a-pipeline-from-open-dataset/","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/talking","topic_signals_json":"https://onlylabs.fyi/topics/talking/signals.json","topic_feed":"https://onlylabs.fyi/topics/talking/feed.xml","data_business":{"radar":"https://onlylabs.fyi/data-radar","radar_json":"https://onlylabs.fyi/data-radar.json","opportunities":"https://onlylabs.fyi/opportunities","opportunities_json":"https://onlylabs.fyi/opportunities.json","lanes":[{"key":"data","label":"Data demand","url":"https://onlylabs.fyi/data-radar/data","json_url":"https://onlylabs.fyi/data-radar/data/signals.json"},{"key":"infrastructure","label":"Infrastructure","url":"https://onlylabs.fyi/data-radar/infrastructure","json_url":"https://onlylabs.fyi/data-radar/infrastructure/signals.json"}]}},"answer_pack":{"answer":"Microsoft published Building realistic electric transmission grid dataset at scale: a pipeline from open dataset. This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: Substantive research dataset pipeline, limited traction · Building realistic electric transmission grid dataset at scale: a pipeline from open dataset - Microsoft Research Skip to main content Research Publications Code & data.... onlylabs links this event to 1 captured evidence page and 6 related writing signals. It also maps to Data demand, Infrastructure in the data-business radar.","signal_desk":"talking","source_context":{"source_url":"https://www.microsoft.com/en-us/research/blog/building-realistic-electric-transmission-grid-dataset-at-scale-a-pipeline-from-open-dataset/","source_host":"microsoft.com","occurred_at":"2026-05-08T19:53:56+00:00","first_seen_at":"2026-06-05T20:58:40.10841+00:00","date_source":"rss.item_date","context":null},"context_markers":[{"label":"Lab","value":"Microsoft","source":"signal"},{"label":"Signal desk","value":"talking","source":"signal"},{"label":"Source host","value":"microsoft.com","source":"source"},{"label":"Author","value":"Andrea Britto Mattos Lima, Thiago Vallin Spina, Weiwei Yang, Spencer Fowers, Ruslan Nagimov, Baosen Zhang","source":"source"},{"label":"Notability","value":"Substantive research dataset pipeline, limited traction","source":"signal"},{"label":"Radar lane","value":"Data demand","source":"radar"},{"label":"Radar 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evidence, analyze Microsoft's writing signal \"Building realistic electric transmission grid dataset at scale: a pipeline from open dataset\" for frontier lab strategy and data-business implications."},"semantic_triples":[{"subject":"Microsoft","predicate":"published","object":"Building realistic electric transmission grid dataset at scale: a pipeline from open dataset","text":"Microsoft published Building realistic electric transmission grid dataset at scale: a pipeline from open dataset."},{"subject":"Building realistic electric transmission grid dataset at scale: a pipeline from open dataset","predicate":"is classified as","object":"writing signal","text":"Building realistic electric transmission grid dataset at scale: a pipeline from open dataset is classified as writing signal."},{"subject":"Building realistic electric transmission grid dataset at scale: a pipeline from open dataset","predicate":"belongs to","object":"talking desk","text":"Building realistic electric transmission 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open dataset has captured page count 1."},{"subject":"Building realistic electric transmission grid dataset at scale: a pipeline from open dataset","predicate":"has readable page count","object":"1","text":"Building realistic electric transmission grid dataset at scale: a pipeline from open dataset has readable page count 1."},{"subject":"Building realistic electric transmission grid dataset at scale: a pipeline from open dataset","predicate":"has related signal count","object":"6","text":"Building realistic electric transmission grid dataset at scale: a pipeline from open dataset has related signal count 6."},{"subject":"Building realistic electric transmission grid dataset at scale: a pipeline from open dataset","predicate":"has analysis playbook objective","object":"Turn public writing and discussion into a readable map of research themes, product framing, policy posture, launch narratives, and market attention.","text":"Building realistic electric transmission grid dataset at scale: a pipeline from open dataset has analysis playbook objective Turn public writing and discussion into a readable map of research themes, product framing, policy posture, launch narratives, and market attention.."},{"subject":"Building realistic electric transmission grid dataset at scale: a pipeline from open dataset","predicate":"has source host","object":"microsoft.com","text":"Building realistic electric transmission grid dataset at scale: a pipeline from open dataset has source host microsoft.com."},{"subject":"Building realistic electric transmission grid dataset at scale: a pipeline from open dataset","predicate":"has lab","object":"Microsoft","text":"Building realistic electric transmission grid dataset at scale: a pipeline from open dataset has lab Microsoft."},{"subject":"Building realistic electric transmission grid dataset at scale: a pipeline from open dataset","predicate":"has signal desk","object":"talking","text":"Building realistic electric transmission grid dataset at scale: a pipeline from open dataset has signal desk talking."},{"subject":"Building realistic electric transmission grid dataset at scale: a pipeline from open dataset","predicate":"has source host","object":"microsoft.com","text":"Building realistic electric transmission grid dataset at scale: a pipeline from open dataset has source host microsoft.com."},{"subject":"Building realistic electric transmission grid dataset at scale: a pipeline from open dataset","predicate":"has author","object":"Andrea Britto Mattos Lima, Thiago Vallin Spina, Weiwei Yang, Spencer Fowers, Ruslan Nagimov, Baosen Zhang","text":"Building realistic electric transmission grid dataset at scale: a pipeline from open dataset has author Andrea Britto Mattos Lima, Thiago Vallin Spina, Weiwei Yang, Spencer Fowers, Ruslan Nagimov, Baosen Zhang."},{"subject":"Building realistic electric transmission grid dataset at scale: a pipeline from open dataset","predicate":"has notability","object":"Substantive research dataset pipeline, limited traction","text":"Building realistic electric transmission grid dataset at scale: a pipeline from open dataset has notability Substantive research dataset pipeline, limited traction."},{"subject":"Building realistic electric transmission grid dataset at scale: a pipeline from open dataset","predicate":"has radar lane","object":"Data demand","text":"Building realistic electric transmission grid dataset at scale: a pipeline from open dataset has radar lane Data demand."},{"subject":"Building realistic electric transmission grid dataset at scale: a pipeline from open dataset","predicate":"has radar lane","object":"Infrastructure","text":"Building realistic electric transmission grid dataset at scale: a pipeline from open dataset has radar lane Infrastructure."},{"subject":"Building realistic electric transmission grid dataset at scale: a pipeline from open dataset","predicate":"has matched term","object":"data","text":"Building realistic electric 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This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: Substantive research dataset pipeline, limited traction · Building realistic electric transmission grid dataset at scale: a pipeline from open dataset - Microsoft Research Skip to main content Research Publications Code & data.... onlylabs links this event to 1 captured evidence page and 6 related writing signals. It also maps to Data demand, Infrastructure in the data-business radar.","semantic_triples":[{"subject":"Microsoft","predicate":"published","object":"Building realistic electric transmission grid dataset at scale: a pipeline from open dataset","text":"Microsoft published Building realistic electric transmission grid dataset at scale: a pipeline from open dataset."},{"subject":"Building realistic electric transmission grid dataset at scale: a pipeline from open dataset","predicate":"is classified as","object":"writing signal","text":"Building realistic electric transmission grid dataset at scale: a pipeline from open dataset is classified as writing signal."},{"subject":"Building realistic electric transmission grid dataset at scale: a pipeline from open dataset","predicate":"belongs to","object":"talking desk","text":"Building realistic electric transmission grid dataset at scale: a pipeline from open dataset belongs to talking desk."},{"subject":"Building realistic electric transmission grid dataset at scale: a pipeline from open dataset","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Building realistic electric transmission grid dataset at scale: a pipeline from open dataset has evidence coverage 1 captured evidence page."},{"subject":"Building realistic electric transmission grid dataset at scale: a pipeline from open dataset","predicate":"matches data-business lanes","object":"Data demand, Infrastructure","text":"Building realistic electric transmission grid dataset at scale: a pipeline from open dataset matches data-business lanes Data demand, Infrastructure."}]},"signal":{"id":"3aca06c3-0cfc-4c07-8b54-8c9e3fa9f248","url":"https://onlylabs.fyi/signals/3aca06c3-0cfc-4c07-8b54-8c9e3fa9f248","json_url":"https://onlylabs.fyi/signals/3aca06c3-0cfc-4c07-8b54-8c9e3fa9f248/signal.json","source_url":"https://www.microsoft.com/en-us/research/blog/building-realistic-electric-transmission-grid-dataset-at-scale-a-pipeline-from-open-dataset/","title":"Building realistic electric transmission grid dataset at scale: a pipeline from open dataset","summary":"Microsoft published a writing signal. onlylabs watches public writing for research themes, product direction, and model-launch context.","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-05-08T19:53:56+00:00","first_seen_at":"2026-06-05T20:58:40.10841+00:00","date_source":"rss.item_date","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://www.microsoft.com/en-us/research/blog/building-realistic-electric-transmission-grid-dataset-at-scale-a-pipeline-from-open-dataset/"]},"facets":{},"traction":{"github_stars":null,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":{"lanes":[{"key":"data","label":"Data demand","url":"https://onlylabs.fyi/data-radar/data"},{"key":"infrastructure","label":"Infrastructure","url":"https://onlylabs.fyi/data-radar/infrastructure"}],"score":27,"matched_terms":["data","dataset","systems"],"reason":"Microsoft has a writing signal matching data demand, infrastructure."}},"primary_evidence_page":{"is_primary":true,"source_match":true,"url":"https://www.microsoft.com/en-us/research/blog/building-realistic-electric-transmission-grid-dataset-at-scale-a-pipeline-from-open-dataset/","final_url":"https://www.microsoft.com/en-us/research/blog/building-realistic-electric-transmission-grid-dataset-at-scale-a-pipeline-from-open-dataset/","title":"Building realistic electric transmission grid dataset at scale: a pipeline from open dataset","http_status":200,"content_type":"text/html; charset=UTF-8","capture_method":"plain","fetched_at":"2026-06-07T21:14:35.491256+00:00","bytes":235676,"raw_path":"f36c908e6fe5ca975b3baeee579b42c92ccaec046c85d73dc9e6d50d24ece58b.html","content_hash":"cefbb3939290f1d82a1a41b4949235a624663ead54bd8c2ab0e33886e70f94f0","excerpt_chars":1200,"truncated":true,"excerpt":"Building realistic electric transmission grid dataset at scale: a pipeline from open dataset - Microsoft Research Skip to main content Research Publications Code & data People Microsoft Research blog Artificial intelligence Audio & acoustics Computer vision Graphics & multimedia Human-computer interaction Human language technologies Search & information retrieval Data platforms and analytics Hardware & devices Programming languages & software engineering Quantum computing Security, privacy & cryptography Systems & networking Algorithms Mathematics Ecology & environment Economics Medical, health & genomics Social sciences Technology for emerging markets Academic programs Events & academic conferences Microsoft Research Forum Behind the Tech podcast Microsoft Research blog Microsoft Research Forum Microsoft Research podcast About Microsoft Research Careers & internships People Emeritus program News & awards Microsoft Research newsletter Africa AI for Science AI Frontiers Asia-Pacific Cambridge Health Futures India Montreal New England New York City Redmond Applied Sciences Mixed Reality & AI - Cambridge Mixed Reality & AI - Zurich Register: Research Forum Microsoft Security Azure..."},"evidence_pages":[],"related_signals":[{"id":"be2c5d7a-ad5b-4388-8413-b9ce36841f25","url":"https://onlylabs.fyi/signals/be2c5d7a-ad5b-4388-8413-b9ce36841f25","source_url":"https://www.microsoft.com/en-us/research/blog/data-formulator-0-7-ai-powered-data-analytics-for-enterprise-data/","title":"Data Formulator 0.7: AI-powered data analytics for enterprise data","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-05-28T16:00:00+00:00","first_seen_at":"2026-06-05T20:58:40.10841+00:00","date_source":"rss.item_date"},{"id":"41f7ba17-e173-4285-a3a4-a3d92e3b0615","url":"https://onlylabs.fyi/signals/41f7ba17-e173-4285-a3a4-a3d92e3b0615","source_url":"https://www.microsoft.com/en-us/research/blog/extending-human-intelligence-through-ai/","title":"Extending Human Intelligence Through AI","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-05-27T16:00:00+00:00","first_seen_at":"2026-06-05T20:58:40.10841+00:00","date_source":"rss.item_date"},{"id":"714d9bc3-13a0-4c6c-b366-1170319246ab","url":"https://onlylabs.fyi/signals/714d9bc3-13a0-4c6c-b366-1170319246ab","source_url":"https://www.microsoft.com/en-us/research/blog/vega-zero-knowledge-proofs-for-digital-identity-in-the-age-of-ai/","title":"Vega: Zero-knowledge proofs for digital identity in the age of AI","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-05-21T13:48:40+00:00","first_seen_at":"2026-06-05T20:58:40.10841+00:00","date_source":"rss.item_date"},{"id":"6cbdbd22-3818-446b-8b91-b1d7d54a6520","url":"https://onlylabs.fyi/signals/6cbdbd22-3818-446b-8b91-b1d7d54a6520","source_url":"https://www.microsoft.com/en-us/research/blog/further-notes-on-our-recent-research-on-ai-delegation-and-long-horizon-reliability/","title":"Further Notes on Our Recent Research on AI Delegation and Long-Horizon Reliability","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-05-15T18:06:57+00:00","first_seen_at":"2026-06-05T20:58:40.10841+00:00","date_source":"rss.item_date"},{"id":"f0e35467-80ee-4fbb-b248-73eec80aa99d","url":"https://onlylabs.fyi/signals/f0e35467-80ee-4fbb-b248-73eec80aa99d","source_url":"https://www.microsoft.com/en-us/research/blog/mimalloc-a-high-performance-scalable-memory-allocator-for-the-modern-era/","title":"mimalloc: A new, high-performance, scalable memory allocator for the modern era","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-05-13T17:19:59+00:00","first_seen_at":"2026-06-05T20:58:40.10841+00:00","date_source":"rss.item_date"},{"id":"6a1a9043-ef0f-4941-bfbd-8b8e08d3b397","url":"https://onlylabs.fyi/signals/6a1a9043-ef0f-4941-bfbd-8b8e08d3b397","source_url":"https://www.microsoft.com/en-us/research/blog/gridsfm-a-new-small-foundation-model-for-the-electric-grid/","title":"GridSFM: A new, small foundation model for the electric grid","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-05-13T16:00:20+00:00","first_seen_at":"2026-06-05T20:58:40.10841+00:00","date_source":"rss.item_date"}]}