{"schema_version":"onlylabs.public_signal.v1","title":"OpenAI Repo: openai/GABRIEL","description":"OpenAI repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/e77d306f-13c0-4457-a143-67eafd1ddd2b","json_url":"https://onlylabs.fyi/signals/e77d306f-13c0-4457-a143-67eafd1ddd2b/signal.json","generated_at":"2026-06-11T02:53:07.169588+00:00","org":{"slug":"openai","name":"OpenAI","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/openai","dossier_json_url":"https://onlylabs.fyi/labs/openai/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/e77d306f-13c0-4457-a143-67eafd1ddd2b","signal_json":"https://onlylabs.fyi/signals/e77d306f-13c0-4457-a143-67eafd1ddd2b/signal.json","source":"https://github.com/openai/GABRIEL","lab_dossier":"https://onlylabs.fyi/labs/openai","lab_dossier_json":"https://onlylabs.fyi/labs/openai/dossier.json","analysis":"https://onlylabs.fyi/analysis/openai","analysis_json":"https://onlylabs.fyi/analysis/openai/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/openai/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":null,"topic_signals_json":null,"topic_feed":null,"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"}]}},"answer_pack":{"answer":"OpenAI published openai/GABRIEL (Jupyter Notebook). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo openai/GABRIEL · language Jupyter Notebook · New repo with low traction. onlylabs links this event to 1 captured evidence page and 6 related repo signals. It also maps to Data demand in the data-business radar.","signal_desk":"repos","source_context":{"source_url":"https://github.com/openai/GABRIEL","source_host":"github.com","occurred_at":"2026-02-05T02:32:09+00:00","first_seen_at":"2026-06-05T05:42:58.317915+00:00","date_source":"source","context":"Jupyter Notebook"},"context_markers":[{"label":"Lab","value":"OpenAI","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"openai/GABRIEL","source":"source"},{"label":"Language","value":"Jupyter Notebook","source":"source"},{"label":"Stars","value":"399","source":"traction"},{"label":"Notability","value":"New repo with low traction","source":"signal"},{"label":"Radar lane","value":"Data demand","source":"radar"},{"label":"Matched term","value":"data","source":"radar"},{"label":"Watch term","value":"Eval methodology","source":"evidence"},{"label":"Watch term","value":"Data 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demand."},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/e77d306f-13c0-4457-a143-67eafd1ddd2b/signal.json","dossier_json":"https://onlylabs.fyi/labs/openai/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/openai/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/openai/evidence.json","topic_signals_json":null,"topic_feed":null,"category_signals_json":"https://onlylabs.fyi/signals.json","data_radar_json":"https://onlylabs.fyi/data-radar.json","opportunities_json":"https://onlylabs.fyi/opportunities.json"},"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?","Which data-business lane explains this signal: Data demand?","Do the 6 related repo signals show a repeated pattern?"],"output_fields":["org","repo","technical_theme","data_business_lane","evidence_url"],"data_business_relevance":"New repositories can expose organization build priorities early, especially around internal tooling, eval infrastructure, data systems, deployment, and agent workflows.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/e77d306f-13c0-4457-a143-67eafd1ddd2b/signal.json","required":true},{"label":"source","url":"https://github.com/openai/GABRIEL","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/openai/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/openai/evidence.json","required":true},{"label":"topic_signals_json","url":null,"required":false},{"label":"data_radar_json","url":"https://onlylabs.fyi/data-radar.json","required":true}],"expected_output":["one-paragraph source-grounded interpretation","data-business 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 OpenAI's repo signal \"openai/GABRIEL\" for frontier lab strategy and data-business implications."},"semantic_triples":[{"subject":"OpenAI","predicate":"published repo","object":"openai/GABRIEL","text":"OpenAI published repo openai/GABRIEL."},{"subject":"openai/GABRIEL","predicate":"is classified as","object":"repo signal","text":"openai/GABRIEL is classified as repo signal."},{"subject":"openai/GABRIEL","predicate":"belongs to","object":"repos desk","text":"openai/GABRIEL belongs to repos desk."},{"subject":"openai/GABRIEL","predicate":"has context","object":"Jupyter Notebook","text":"openai/GABRIEL has context Jupyter Notebook."},{"subject":"openai/GABRIEL","predicate":"has evidence coverage","object":"1 captured evidence page","text":"openai/GABRIEL has evidence coverage 1 captured evidence page."},{"subject":"openai/GABRIEL","predicate":"matches data-business lanes","object":"Data demand","text":"openai/GABRIEL matches data-business lanes Data demand."},{"subject":"openai/GABRIEL","predicate":"has captured page count","object":"1","text":"openai/GABRIEL has captured page count 1."},{"subject":"openai/GABRIEL","predicate":"has readable page count","object":"1","text":"openai/GABRIEL has readable page count 1."},{"subject":"openai/GABRIEL","predicate":"has related signal count","object":"6","text":"openai/GABRIEL has related signal count 6."},{"subject":"openai/GABRIEL","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":"openai/GABRIEL 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":"openai/GABRIEL","predicate":"has source host","object":"github.com","text":"openai/GABRIEL has source host github.com."},{"subject":"openai/GABRIEL","predicate":"has lab","object":"OpenAI","text":"openai/GABRIEL has lab OpenAI."},{"subject":"openai/GABRIEL","predicate":"has signal desk","object":"repos","text":"openai/GABRIEL has signal desk repos."},{"subject":"openai/GABRIEL","predicate":"has source host","object":"github.com","text":"openai/GABRIEL has source host github.com."},{"subject":"openai/GABRIEL","predicate":"has repository","object":"openai/GABRIEL","text":"openai/GABRIEL has repository openai/GABRIEL."},{"subject":"openai/GABRIEL","predicate":"has language","object":"Jupyter Notebook","text":"openai/GABRIEL has language Jupyter Notebook."},{"subject":"openai/GABRIEL","predicate":"has stars","object":"399","text":"openai/GABRIEL has stars 399."},{"subject":"openai/GABRIEL","predicate":"has notability","object":"New repo with low traction","text":"openai/GABRIEL has notability New repo with low traction."},{"subject":"openai/GABRIEL","predicate":"has radar lane","object":"Data demand","text":"openai/GABRIEL has radar lane Data demand."}]},"intelligence":{"signal_desk":"repos","answer":"OpenAI published openai/GABRIEL (Jupyter Notebook). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo openai/GABRIEL · language Jupyter Notebook · New repo with low traction. onlylabs links this event to 1 captured evidence page and 6 related repo signals. It also maps to Data demand in the data-business radar.","semantic_triples":[{"subject":"OpenAI","predicate":"published repo","object":"openai/GABRIEL","text":"OpenAI published repo openai/GABRIEL."},{"subject":"openai/GABRIEL","predicate":"is classified as","object":"repo signal","text":"openai/GABRIEL is classified as repo signal."},{"subject":"openai/GABRIEL","predicate":"belongs to","object":"repos desk","text":"openai/GABRIEL belongs to repos desk."},{"subject":"openai/GABRIEL","predicate":"has context","object":"Jupyter Notebook","text":"openai/GABRIEL has context Jupyter Notebook."},{"subject":"openai/GABRIEL","predicate":"has evidence coverage","object":"1 captured evidence page","text":"openai/GABRIEL has evidence coverage 1 captured evidence page."},{"subject":"openai/GABRIEL","predicate":"matches data-business lanes","object":"Data demand","text":"openai/GABRIEL matches data-business lanes Data demand."}]},"signal":{"id":"e77d306f-13c0-4457-a143-67eafd1ddd2b","url":"https://onlylabs.fyi/signals/e77d306f-13c0-4457-a143-67eafd1ddd2b","json_url":"https://onlylabs.fyi/signals/e77d306f-13c0-4457-a143-67eafd1ddd2b/signal.json","source_url":"https://github.com/openai/GABRIEL","title":"openai/GABRIEL","summary":"OpenAI published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":"Jupyter Notebook","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"openai","name":"OpenAI","category":"frontier-lab"},"occurred_at":"2026-02-05T02:32:09+00:00","first_seen_at":"2026-06-05T05:42:58.317915+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/openai/GABRIEL"]},"facets":{"repo":"openai/GABRIEL","language":"Jupyter Notebook"},"traction":{"github_stars":399,"hn_points":1,"hn_comments":0,"hn_story_id":"46906334","hf_downloads":null,"hf_likes":null},"data_radar":{"lanes":[{"key":"data","label":"Data demand","url":"https://onlylabs.fyi/data-radar/data"}],"score":15,"matched_terms":["data"],"reason":"OpenAI has a repo signal matching data demand."}},"primary_evidence_page":{"url":"https://github.com/openai/GABRIEL","final_url":"https://github.com/openai/GABRIEL","title":"openai/GABRIEL repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T02:53:07.169588+00:00","bytes":19689,"raw_path":"aaf91e2d886cd7dd5368c64d7cb2e93ec2be8c8c5060c64c81f7b1aaa8cc293b.json","content_hash":"ec295b6c56ca56726e875ad446db7b3cc0a8095632de6edd5a8110d1ae2e1304","excerpt_chars":1200,"truncated":true,"excerpt":"openai/GABRIEL Description: An official OpenAI toolkit for social scientists and data scientists to measure quantitative attributes in text, images, or audio using the GPT API. 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You can install the GABRIEL Python library from [PyPI](https://pypi.org/project/openai-gabriel/)..."},"evidence_pages":[{"url":"https://github.com/openai/GABRIEL","final_url":"https://github.com/openai/GABRIEL","title":"openai/GABRIEL repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T02:53:07.169588+00:00","bytes":19689,"raw_path":"aaf91e2d886cd7dd5368c64d7cb2e93ec2be8c8c5060c64c81f7b1aaa8cc293b.json","content_hash":"ec295b6c56ca56726e875ad446db7b3cc0a8095632de6edd5a8110d1ae2e1304","excerpt_chars":1200,"truncated":true,"excerpt":"openai/GABRIEL Description: An official OpenAI toolkit for social scientists and data scientists to measure quantitative attributes in text, images, or audio using the GPT API. Language: Jupyter Notebook License: Apache-2.0 Stars: 399 Forks: 60 Open issues: 1 Created: 2026-02-05T02:32:09Z Pushed: 2026-05-04T19:54:42Z Default branch: main Fork: no Archived: no README: GABRIEL **GABRIEL** (Generalized Attribute Based Ratings Information Extraction Library) turns messy qualitative corpora into analysis-ready datasets with GPT. It handles prompting, batching, retries, checkpointing, and audit trails so you can treat “ask the model” workflows like any other measurement instrument. From rating rhetoric across a million speeches to matching product catalogs, you focus on the research question while GABRIEL handles the operations. 📓 **Tutorial notebook** (start here!): [GABRIEL Colab notebook](https://colab.research.google.com/drive/1RMUeAWACpViqiUMlPMMwPTKyGU-OX756?usp=sharing) — also available as `gabriel_tutorial_notebook.ipynb` in this repo if you’d like to download and run it locally. You can install the GABRIEL Python library from [PyPI](https://pypi.org/project/openai-gabriel/)..."}],"related_signals":[{"id":"9b55a747-c2bc-494f-a3ad-ef484503c650","url":"https://onlylabs.fyi/signals/9b55a747-c2bc-494f-a3ad-ef484503c650","source_url":"https://github.com/openai/role-specific-plugins","title":"openai/role-specific-plugins","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"openai","name":"OpenAI","category":"frontier-lab"},"occurred_at":"2026-06-02T16:27:24+00:00","first_seen_at":"2026-06-05T05:42:58.317915+00:00","date_source":"source"},{"id":"26c411d2-1675-4d85-a267-55c0a2a1b6b4","url":"https://onlylabs.fyi/signals/26c411d2-1675-4d85-a267-55c0a2a1b6b4","source_url":"https://github.com/openai/imagegencam","title":"openai/imagegencam","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"openai","name":"OpenAI","category":"frontier-lab"},"occurred_at":"2026-05-19T23:14:18+00:00","first_seen_at":"2026-06-05T05:42:58.317915+00:00","date_source":"source"},{"id":"e7a21543-9852-40bb-9102-041209e64fa5","url":"https://onlylabs.fyi/signals/e7a21543-9852-40bb-9102-041209e64fa5","source_url":"https://github.com/openai/openai-cli","title":"openai/openai-cli","context":"Go","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"openai","name":"OpenAI","category":"frontier-lab"},"occurred_at":"2026-05-01T16:40:05+00:00","first_seen_at":"2026-06-05T05:42:58.317915+00:00","date_source":"source"},{"id":"359b222c-96a1-40f5-b8d4-7a469ee9825c","url":"https://onlylabs.fyi/signals/359b222c-96a1-40f5-b8d4-7a469ee9825c","source_url":"https://github.com/openai/openai-realtime-meeting-assistant","title":"openai/openai-realtime-meeting-assistant","context":"Go","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"openai","name":"OpenAI","category":"frontier-lab"},"occurred_at":"2026-04-29T22:54:59+00:00","first_seen_at":"2026-06-05T05:42:58.317915+00:00","date_source":"source"},{"id":"1bf8025d-8227-489e-8e04-57d8919213fc","url":"https://onlylabs.fyi/signals/1bf8025d-8227-489e-8e04-57d8919213fc","source_url":"https://github.com/openai/monitorability-evals","title":"openai/monitorability-evals","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"openai","name":"OpenAI","category":"frontier-lab"},"occurred_at":"2026-04-22T22:12:39+00:00","first_seen_at":"2026-06-05T05:42:58.317915+00:00","date_source":"source"},{"id":"f61802fb-361e-4d2b-b871-57ea3a33fb22","url":"https://onlylabs.fyi/signals/f61802fb-361e-4d2b-b871-57ea3a33fb22","source_url":"https://github.com/openai/privacy-filter","title":"openai/privacy-filter","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"openai","name":"OpenAI","category":"frontier-lab"},"occurred_at":"2026-04-17T22:49:09+00:00","first_seen_at":"2026-06-05T05:42:58.317915+00:00","date_source":"source"}]}