{"schema_version":"onlylabs.public_signal.v1","title":"Databricks (DBRX) Fork: databricks/hadoop-thirdparty","description":"Databricks (DBRX) fork signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/bc4fde9f-1f52-417b-9253-8c45eae66c11","json_url":"https://onlylabs.fyi/signals/bc4fde9f-1f52-417b-9253-8c45eae66c11/signal.json","generated_at":"2026-06-11T03:10:35.653473+00:00","org":{"slug":"databricks","name":"Databricks (DBRX)","category":"neocloud","category_label":"Neocloud","dossier_url":"https://onlylabs.fyi/labs/databricks","dossier_json_url":"https://onlylabs.fyi/labs/databricks/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/bc4fde9f-1f52-417b-9253-8c45eae66c11","signal_json":"https://onlylabs.fyi/signals/bc4fde9f-1f52-417b-9253-8c45eae66c11/signal.json","source":"https://github.com/databricks/hadoop-thirdparty","lab_dossier":"https://onlylabs.fyi/labs/databricks","lab_dossier_json":"https://onlylabs.fyi/labs/databricks/dossier.json","analysis":"https://onlylabs.fyi/analysis/databricks","analysis_json":"https://onlylabs.fyi/analysis/databricks/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/databricks/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":"https://onlylabs.fyi/topics/forks","topic_signals_json":"https://onlylabs.fyi/topics/forks/signals.json?category=neocloud","topic_feed":"https://onlylabs.fyi/topics/forks/feed.xml?category=neocloud","data_business":null},"answer_pack":{"answer":"Databricks (DBRX) forked databricks/hadoop-thirdparty (forked from apache/hadoop-thirdparty). This fork signal points to upstream code the lab may be inspecting, patching, or building on. High-signal details: repo databricks/hadoop-thirdparty · parent apache/hadoop-thirdparty. onlylabs links this event to 1 captured evidence page and 6 related fork signals.","signal_desk":"forks","source_context":{"source_url":"https://github.com/databricks/hadoop-thirdparty","source_host":"github.com","occurred_at":"2023-07-24T14:54:13+00:00","first_seen_at":"2026-06-05T22:32:24.372839+00:00","date_source":"source","context":"forked from apache/hadoop-thirdparty"},"context_markers":[{"label":"Lab","value":"Databricks (DBRX)","source":"signal"},{"label":"Signal desk","value":"forks","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"databricks/hadoop-thirdparty","source":"source"},{"label":"Parent","value":"apache/hadoop-thirdparty","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/databricks/hadoop-thirdparty"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:10:35.653473+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/bc4fde9f-1f52-417b-9253-8c45eae66c11/signal.json","dossier_json":"https://onlylabs.fyi/labs/databricks/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/databricks/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/databricks/evidence.json","topic_signals_json":"https://onlylabs.fyi/topics/forks/signals.json?category=neocloud","topic_feed":"https://onlylabs.fyi/topics/forks/feed.xml?category=neocloud","category_signals_json":"https://onlylabs.fyi/signals.json?category=neocloud","data_radar_json":null,"opportunities_json":null},"analysis_playbook":{"objective":"Turn fork activity into a map of upstream tools, libraries, model utilities, agent frameworks, and research dependencies being inspected or adapted.","evidence_focus":["forked parent repo","repo owner","language","description","stars","org and recency"],"extraction_questions":["Which upstream projects are repeated across labs?","Which forks point to evals, agents, infrastructure, model tooling, or data pipelines?","Which low-profile forks could precede a release or hiring wave?","Which labs are converging on the same technical adjacency?"],"signal_questions":["What upstream dependency or technical adjacency does this fork reveal?","Which upstream projects are repeated across labs?","Which forks point to evals, agents, infrastructure, model tooling, or data pipelines?","Do the 6 related fork signals show a repeated pattern?"],"output_fields":["org","upstream_repo","language","technical_theme","evidence_url"],"data_business_relevance":"Data-business lane extraction is scoped to frontier labs; for this category, keep conclusions tied to category-specific strategy, source evidence, and follow-up questions.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/bc4fde9f-1f52-417b-9253-8c45eae66c11/signal.json","required":true},{"label":"source","url":"https://github.com/databricks/hadoop-thirdparty","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/databricks/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/databricks/evidence.json","required":true},{"label":"topic_signals_json","url":"https://onlylabs.fyi/topics/forks/signals.json?category=neocloud","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 Databricks (DBRX)'s fork signal \"databricks/hadoop-thirdparty\" for neocloud strategy."},"semantic_triples":[{"subject":"Databricks (DBRX)","predicate":"forked","object":"databricks/hadoop-thirdparty","text":"Databricks (DBRX) forked databricks/hadoop-thirdparty."},{"subject":"databricks/hadoop-thirdparty","predicate":"is classified as","object":"fork signal","text":"databricks/hadoop-thirdparty is classified as fork signal."},{"subject":"databricks/hadoop-thirdparty","predicate":"belongs to","object":"forks desk","text":"databricks/hadoop-thirdparty belongs to forks desk."},{"subject":"databricks/hadoop-thirdparty","predicate":"has context","object":"forked from apache/hadoop-thirdparty","text":"databricks/hadoop-thirdparty has context forked from apache/hadoop-thirdparty."},{"subject":"databricks/hadoop-thirdparty","predicate":"has evidence coverage","object":"1 captured evidence page","text":"databricks/hadoop-thirdparty has evidence coverage 1 captured evidence page."},{"subject":"databricks/hadoop-thirdparty","predicate":"has captured page count","object":"1","text":"databricks/hadoop-thirdparty has captured page count 1."},{"subject":"databricks/hadoop-thirdparty","predicate":"has readable page count","object":"1","text":"databricks/hadoop-thirdparty has readable page count 1."},{"subject":"databricks/hadoop-thirdparty","predicate":"has related signal count","object":"6","text":"databricks/hadoop-thirdparty has related signal count 6."},{"subject":"databricks/hadoop-thirdparty","predicate":"has analysis playbook objective","object":"Turn fork activity into a map of upstream tools, libraries, model utilities, agent frameworks, and research dependencies being inspected or adapted.","text":"databricks/hadoop-thirdparty has analysis playbook objective Turn fork activity into a map of upstream tools, libraries, model utilities, agent frameworks, and research dependencies being inspected or adapted.."},{"subject":"databricks/hadoop-thirdparty","predicate":"has source host","object":"github.com","text":"databricks/hadoop-thirdparty has source host github.com."},{"subject":"databricks/hadoop-thirdparty","predicate":"has lab","object":"Databricks (DBRX)","text":"databricks/hadoop-thirdparty has lab Databricks (DBRX)."},{"subject":"databricks/hadoop-thirdparty","predicate":"has signal desk","object":"forks","text":"databricks/hadoop-thirdparty has signal desk forks."},{"subject":"databricks/hadoop-thirdparty","predicate":"has source host","object":"github.com","text":"databricks/hadoop-thirdparty has source host github.com."},{"subject":"databricks/hadoop-thirdparty","predicate":"has repository","object":"databricks/hadoop-thirdparty","text":"databricks/hadoop-thirdparty has repository databricks/hadoop-thirdparty."},{"subject":"databricks/hadoop-thirdparty","predicate":"has parent","object":"apache/hadoop-thirdparty","text":"databricks/hadoop-thirdparty has parent apache/hadoop-thirdparty."}]},"intelligence":{"signal_desk":"forks","answer":"Databricks (DBRX) forked databricks/hadoop-thirdparty (forked from apache/hadoop-thirdparty). This fork signal points to upstream code the lab may be inspecting, patching, or building on. High-signal details: repo databricks/hadoop-thirdparty · parent apache/hadoop-thirdparty. onlylabs links this event to 1 captured evidence page and 6 related fork signals.","semantic_triples":[{"subject":"Databricks (DBRX)","predicate":"forked","object":"databricks/hadoop-thirdparty","text":"Databricks (DBRX) forked databricks/hadoop-thirdparty."},{"subject":"databricks/hadoop-thirdparty","predicate":"is classified as","object":"fork signal","text":"databricks/hadoop-thirdparty is classified as fork signal."},{"subject":"databricks/hadoop-thirdparty","predicate":"belongs to","object":"forks desk","text":"databricks/hadoop-thirdparty belongs to forks desk."},{"subject":"databricks/hadoop-thirdparty","predicate":"has context","object":"forked from apache/hadoop-thirdparty","text":"databricks/hadoop-thirdparty has context forked from apache/hadoop-thirdparty."},{"subject":"databricks/hadoop-thirdparty","predicate":"has evidence coverage","object":"1 captured evidence 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