{"schema_version":"onlylabs.public_signal.v1","title":"Snowflake (Arctic) Repo: Snowflake-Labs/ontology-on-snowflake","description":"Snowflake (Arctic) repo signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/34b8d487-3208-45d7-9e5d-0c1f2b30c0f2","json_url":"https://onlylabs.fyi/signals/34b8d487-3208-45d7-9e5d-0c1f2b30c0f2/signal.json","generated_at":"2026-06-11T02:51:34.618562+00:00","org":{"slug":"snowflake","name":"Snowflake (Arctic)","category":"neocloud","category_label":"Neocloud","dossier_url":"https://onlylabs.fyi/labs/snowflake","dossier_json_url":"https://onlylabs.fyi/labs/snowflake/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/34b8d487-3208-45d7-9e5d-0c1f2b30c0f2","signal_json":"https://onlylabs.fyi/signals/34b8d487-3208-45d7-9e5d-0c1f2b30c0f2/signal.json","source":"https://github.com/Snowflake-Labs/ontology-on-snowflake","lab_dossier":"https://onlylabs.fyi/labs/snowflake","lab_dossier_json":"https://onlylabs.fyi/labs/snowflake/dossier.json","analysis":"https://onlylabs.fyi/analysis/snowflake","analysis_json":"https://onlylabs.fyi/analysis/snowflake/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/snowflake/evidence.json","category":"https://onlylabs.fyi/neoclouds","category_json":"https://onlylabs.fyi/neoclouds.json","category_feed":"https://onlylabs.fyi/neoclouds/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json?category=neocloud","topic":null,"topic_signals_json":null,"topic_feed":null,"data_business":null},"answer_pack":{"answer":"Snowflake (Arctic) published Snowflake-Labs/ontology-on-snowflake (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo Snowflake-Labs/ontology-on-snowflake · language Python · Low-star routine repo from Snowflake. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","signal_desk":"repos","source_context":{"source_url":"https://github.com/Snowflake-Labs/ontology-on-snowflake","source_host":"github.com","occurred_at":"2026-04-24T19:40:39+00:00","first_seen_at":"2026-06-05T22:32:24.605515+00:00","date_source":"source","context":"Python"},"context_markers":[{"label":"Lab","value":"Snowflake (Arctic)","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"Snowflake-Labs/ontology-on-snowflake","source":"source"},{"label":"Language","value":"Python","source":"source"},{"label":"Stars","value":"20","source":"traction"},{"label":"Notability","value":"Low-star routine repo from Snowflake","source":"signal"},{"label":"Watch term","value":"Infrastructure","source":"evidence"},{"label":"Watch term","value":"Safety and alignment","source":"evidence"},{"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/Snowflake-Labs/ontology-on-snowflake"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T02:51:34.618562+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/34b8d487-3208-45d7-9e5d-0c1f2b30c0f2/signal.json","dossier_json":"https://onlylabs.fyi/labs/snowflake/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/snowflake/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/snowflake/evidence.json","topic_signals_json":null,"topic_feed":null,"category_signals_json":"https://onlylabs.fyi/signals.json?category=neocloud","data_radar_json":null,"opportunities_json":null},"analysis_playbook":{"objective":"Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.","evidence_focus":["repo name","owner","description","language","stars","source URL","first seen time","data, eval, infra, safety, and product terms"],"extraction_questions":["What technical area does this repository expose?","Does the repo imply eval, data, infrastructure, agent, or deployment work?","Is the repo new evidence for a lab direction that is not yet in writing or releases?","Which related signals should an analyst inspect next?"],"signal_questions":["What does this new repository reveal before a formal announcement exists?","What technical area does this repository expose?","Does the repo imply eval, data, infrastructure, agent, or deployment work?","Do the 6 related repo signals show a repeated pattern?"],"output_fields":["org","repo","technical_theme","evidence_url"],"data_business_relevance":"Data-business lane extraction is scoped to frontier labs; for this category, interpret the repository as source-grounded category strategy evidence.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/34b8d487-3208-45d7-9e5d-0c1f2b30c0f2/signal.json","required":true},{"label":"source","url":"https://github.com/Snowflake-Labs/ontology-on-snowflake","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/snowflake/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/snowflake/evidence.json","required":true},{"label":"topic_signals_json","url":null,"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 Snowflake (Arctic)'s repo signal \"Snowflake-Labs/ontology-on-snowflake\" for neocloud strategy."},"semantic_triples":[{"subject":"Snowflake (Arctic)","predicate":"published repo","object":"Snowflake-Labs/ontology-on-snowflake","text":"Snowflake (Arctic) published repo Snowflake-Labs/ontology-on-snowflake."},{"subject":"Snowflake-Labs/ontology-on-snowflake","predicate":"is classified as","object":"repo signal","text":"Snowflake-Labs/ontology-on-snowflake is classified as repo signal."},{"subject":"Snowflake-Labs/ontology-on-snowflake","predicate":"belongs to","object":"repos desk","text":"Snowflake-Labs/ontology-on-snowflake belongs to repos desk."},{"subject":"Snowflake-Labs/ontology-on-snowflake","predicate":"has context","object":"Python","text":"Snowflake-Labs/ontology-on-snowflake has context Python."},{"subject":"Snowflake-Labs/ontology-on-snowflake","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Snowflake-Labs/ontology-on-snowflake has evidence coverage 1 captured evidence page."},{"subject":"Snowflake-Labs/ontology-on-snowflake","predicate":"has captured page count","object":"1","text":"Snowflake-Labs/ontology-on-snowflake has captured page count 1."},{"subject":"Snowflake-Labs/ontology-on-snowflake","predicate":"has readable page count","object":"1","text":"Snowflake-Labs/ontology-on-snowflake has readable page count 1."},{"subject":"Snowflake-Labs/ontology-on-snowflake","predicate":"has related signal count","object":"6","text":"Snowflake-Labs/ontology-on-snowflake has related signal count 6."},{"subject":"Snowflake-Labs/ontology-on-snowflake","predicate":"has analysis playbook objective","object":"Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.","text":"Snowflake-Labs/ontology-on-snowflake has analysis playbook objective Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.."},{"subject":"Snowflake-Labs/ontology-on-snowflake","predicate":"has source host","object":"github.com","text":"Snowflake-Labs/ontology-on-snowflake has source host github.com."},{"subject":"Snowflake-Labs/ontology-on-snowflake","predicate":"has lab","object":"Snowflake (Arctic)","text":"Snowflake-Labs/ontology-on-snowflake has lab Snowflake (Arctic)."},{"subject":"Snowflake-Labs/ontology-on-snowflake","predicate":"has signal desk","object":"repos","text":"Snowflake-Labs/ontology-on-snowflake has signal desk repos."},{"subject":"Snowflake-Labs/ontology-on-snowflake","predicate":"has source host","object":"github.com","text":"Snowflake-Labs/ontology-on-snowflake has source host github.com."},{"subject":"Snowflake-Labs/ontology-on-snowflake","predicate":"has repository","object":"Snowflake-Labs/ontology-on-snowflake","text":"Snowflake-Labs/ontology-on-snowflake has repository Snowflake-Labs/ontology-on-snowflake."},{"subject":"Snowflake-Labs/ontology-on-snowflake","predicate":"has language","object":"Python","text":"Snowflake-Labs/ontology-on-snowflake has language Python."},{"subject":"Snowflake-Labs/ontology-on-snowflake","predicate":"has stars","object":"20","text":"Snowflake-Labs/ontology-on-snowflake has stars 20."},{"subject":"Snowflake-Labs/ontology-on-snowflake","predicate":"has notability","object":"Low-star routine repo from Snowflake","text":"Snowflake-Labs/ontology-on-snowflake has notability Low-star routine repo from Snowflake."},{"subject":"Snowflake-Labs/ontology-on-snowflake","predicate":"has watch term","object":"Infrastructure","text":"Snowflake-Labs/ontology-on-snowflake has watch term Infrastructure."}]},"intelligence":{"signal_desk":"repos","answer":"Snowflake (Arctic) published Snowflake-Labs/ontology-on-snowflake (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo Snowflake-Labs/ontology-on-snowflake · language Python · Low-star routine repo from Snowflake. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"Snowflake (Arctic)","predicate":"published repo","object":"Snowflake-Labs/ontology-on-snowflake","text":"Snowflake (Arctic) published repo Snowflake-Labs/ontology-on-snowflake."},{"subject":"Snowflake-Labs/ontology-on-snowflake","predicate":"is classified as","object":"repo signal","text":"Snowflake-Labs/ontology-on-snowflake is classified as repo signal."},{"subject":"Snowflake-Labs/ontology-on-snowflake","predicate":"belongs to","object":"repos desk","text":"Snowflake-Labs/ontology-on-snowflake belongs to repos desk."},{"subject":"Snowflake-Labs/ontology-on-snowflake","predicate":"has context","object":"Python","text":"Snowflake-Labs/ontology-on-snowflake has context Python."},{"subject":"Snowflake-Labs/ontology-on-snowflake","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Snowflake-Labs/ontology-on-snowflake has evidence coverage 1 captured evidence page."}]},"signal":{"id":"34b8d487-3208-45d7-9e5d-0c1f2b30c0f2","url":"https://onlylabs.fyi/signals/34b8d487-3208-45d7-9e5d-0c1f2b30c0f2","json_url":"https://onlylabs.fyi/signals/34b8d487-3208-45d7-9e5d-0c1f2b30c0f2/signal.json","source_url":"https://github.com/Snowflake-Labs/ontology-on-snowflake","title":"Snowflake-Labs/ontology-on-snowflake","summary":"Snowflake (Arctic) published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"snowflake","name":"Snowflake (Arctic)","category":"neocloud"},"occurred_at":"2026-04-24T19:40:39+00:00","first_seen_at":"2026-06-05T22:32:24.605515+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/Snowflake-Labs/ontology-on-snowflake"]},"facets":{"repo":"Snowflake-Labs/ontology-on-snowflake","language":"Python"},"traction":{"github_stars":20,"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/Snowflake-Labs/ontology-on-snowflake","final_url":"https://github.com/Snowflake-Labs/ontology-on-snowflake","title":"Snowflake-Labs/ontology-on-snowflake repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T02:51:34.618562+00:00","bytes":25722,"raw_path":"dd03eaa9cc3c706b84559f06d8307860b6e7dddf2da0dc06323c8b62c28d1582.json","content_hash":"08e157fd913504212bd7ca62c96e8acccb71fff01404e58f70745b1275c24219","excerpt_chars":1200,"truncated":true,"excerpt":"Snowflake-Labs/ontology-on-snowflake Language: Python License: Apache-2.0 Stars: 20 Forks: 5 Open issues: 0 Created: 2026-04-24T19:40:39Z Pushed: 2026-05-13T14:35:32Z Default branch: main Fork: no Archived: no README: <!-- Copyright 2026 Snowflake Inc. SPDX-License-Identifier: Apache-2.0 Licensed under the Apache License, Version 2.0 (the \"License\"); you may not use this file except in compliance with the License. You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0 Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an \"AS IS\" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License. --> Ontology on Snowflake Unifying Data, Semantics, and AI Reasoning in the Snowflake AI Data Cloud This repository contains the complete implementation of **Ontology on Snowflake** - a Snowflake-native ontology platform that transforms Snowflake from a system that manages data into a platform that **models real-world business concepts and processes**. Blog Post Series This implementation..."},"evidence_pages":[{"url":"https://github.com/Snowflake-Labs/ontology-on-snowflake","final_url":"https://github.com/Snowflake-Labs/ontology-on-snowflake","title":"Snowflake-Labs/ontology-on-snowflake repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T02:51:34.618562+00:00","bytes":25722,"raw_path":"dd03eaa9cc3c706b84559f06d8307860b6e7dddf2da0dc06323c8b62c28d1582.json","content_hash":"08e157fd913504212bd7ca62c96e8acccb71fff01404e58f70745b1275c24219","excerpt_chars":1200,"truncated":true,"excerpt":"Snowflake-Labs/ontology-on-snowflake Language: Python License: Apache-2.0 Stars: 20 Forks: 5 Open issues: 0 Created: 2026-04-24T19:40:39Z Pushed: 2026-05-13T14:35:32Z Default branch: main Fork: no Archived: no README: <!-- Copyright 2026 Snowflake Inc. SPDX-License-Identifier: Apache-2.0 Licensed under the Apache License, Version 2.0 (the \"License\"); you may not use this file except in compliance with the License. You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0 Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an \"AS IS\" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License. --> Ontology on Snowflake Unifying Data, Semantics, and AI Reasoning in the Snowflake AI Data Cloud This repository contains the complete implementation of **Ontology on Snowflake** - a Snowflake-native ontology platform that transforms Snowflake from a system that manages data into a platform that **models real-world business concepts and processes**. Blog Post Series This implementation..."}],"related_signals":[{"id":"f731ec60-8a20-424b-a87c-e64ae645ea20","url":"https://onlylabs.fyi/signals/f731ec60-8a20-424b-a87c-e64ae645ea20","source_url":"https://github.com/Snowflake-Labs/ml-pipelines","title":"Snowflake-Labs/ml-pipelines","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"snowflake","name":"Snowflake (Arctic)","category":"neocloud"},"occurred_at":"2026-06-02T18:03:34+00:00","first_seen_at":"2026-06-05T22:32:24.605515+00:00","date_source":"source"},{"id":"d88990ee-42fe-412e-9c64-5026e7870150","url":"https://onlylabs.fyi/signals/d88990ee-42fe-412e-9c64-5026e7870150","source_url":"https://github.com/Snowflake-Labs/nifihub","title":"Snowflake-Labs/nifihub","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"snowflake","name":"Snowflake (Arctic)","category":"neocloud"},"occurred_at":"2026-05-22T07:35:44+00:00","first_seen_at":"2026-06-05T22:32:24.605515+00:00","date_source":"source"},{"id":"9d79e773-6e22-47b5-a358-fea78a34c5c5","url":"https://onlylabs.fyi/signals/9d79e773-6e22-47b5-a358-fea78a34c5c5","source_url":"https://github.com/Snowflake-Labs/snowflake-feature-store-online-benchmark-kit","title":"Snowflake-Labs/snowflake-feature-store-online-benchmark-kit","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"snowflake","name":"Snowflake (Arctic)","category":"neocloud"},"occurred_at":"2026-05-04T18:57:02+00:00","first_seen_at":"2026-06-05T22:32:24.605515+00:00","date_source":"source"},{"id":"eae8b6ce-b956-4e8a-80fd-17c2196f9659","url":"https://onlylabs.fyi/signals/eae8b6ce-b956-4e8a-80fd-17c2196f9659","source_url":"https://github.com/Snowflake-Labs/snowflake360-self-assessment","title":"Snowflake-Labs/snowflake360-self-assessment","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"snowflake","name":"Snowflake (Arctic)","category":"neocloud"},"occurred_at":"2026-04-29T22:08:55+00:00","first_seen_at":"2026-06-05T22:32:24.605515+00:00","date_source":"source"},{"id":"f9a1c5bd-7613-4d48-a12d-1bb157c462ab","url":"https://onlylabs.fyi/signals/f9a1c5bd-7613-4d48-a12d-1bb157c462ab","source_url":"https://github.com/Snowflake-Labs/automated-intelligence-dev-day-2026-hol","title":"Snowflake-Labs/automated-intelligence-dev-day-2026-hol","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"snowflake","name":"Snowflake (Arctic)","category":"neocloud"},"occurred_at":"2026-04-29T14:22:15+00:00","first_seen_at":"2026-06-05T22:32:24.605515+00:00","date_source":"source"},{"id":"c515658b-8bef-473c-93b4-012ccdfafd6c","url":"https://onlylabs.fyi/signals/c515658b-8bef-473c-93b4-012ccdfafd6c","source_url":"https://github.com/Snowflake-Labs/sfguide-build-autonomous-pipelines-for-ai-agents","title":"Snowflake-Labs/sfguide-build-autonomous-pipelines-for-ai-agents","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"snowflake","name":"Snowflake (Arctic)","category":"neocloud"},"occurred_at":"2026-04-29T09:19:30+00:00","first_seen_at":"2026-06-05T22:32:24.605515+00:00","date_source":"source"}]}