{"schema_version":"onlylabs.public_signal.v1","title":"Amazon (Nova) Repo: amazon-science/Guess2GraphPaperCode","description":"Amazon (Nova) repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/424e1c2b-fd52-4f2b-baf1-fe32f3313871","json_url":"https://onlylabs.fyi/signals/424e1c2b-fd52-4f2b-baf1-fe32f3313871/signal.json","generated_at":"2026-06-11T03:58:40.060734+00:00","org":{"slug":"amazon","name":"Amazon (Nova)","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/amazon","dossier_json_url":"https://onlylabs.fyi/labs/amazon/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/424e1c2b-fd52-4f2b-baf1-fe32f3313871","signal_json":"https://onlylabs.fyi/signals/424e1c2b-fd52-4f2b-baf1-fe32f3313871/signal.json","source":"https://github.com/amazon-science/Guess2GraphPaperCode","lab_dossier":"https://onlylabs.fyi/labs/amazon","lab_dossier_json":"https://onlylabs.fyi/labs/amazon/dossier.json","analysis":"https://onlylabs.fyi/analysis/amazon","analysis_json":"https://onlylabs.fyi/analysis/amazon/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/amazon/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":null},"answer_pack":{"answer":"Amazon (Nova) published amazon-science/Guess2GraphPaperCode (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo amazon-science/Guess2GraphPaperCode · language Python · Research paper code from Amazon, not a major release. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","signal_desk":"repos","source_context":{"source_url":"https://github.com/amazon-science/Guess2GraphPaperCode","source_host":"github.com","occurred_at":"2025-11-27T11:34:33+00:00","first_seen_at":"2026-06-05T20:58:37.464059+00:00","date_source":"source","context":"Python"},"context_markers":[{"label":"Lab","value":"Amazon (Nova)","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"amazon-science/Guess2GraphPaperCode","source":"source"},{"label":"Language","value":"Python","source":"source"},{"label":"Notability","value":"Research paper code from Amazon, not a major release","source":"signal"},{"label":"Watch term","value":"Safety and 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This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. 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**Year:** 2025 --- If you find this paper/code useful in your research, we kindly ask you cite the paper as follows: ```bibtex @article{hiremath2025guess2graph, title = {From Guess2Graph: When and How Can Unreliable Experts Safely Boost Causal Discovery in Finite Samples?}, author = {Hiremath, Sujai and Janzing, Dominik and Faller, Philipp and Blöbaum, Patrick and Kirschbaum, Elke and Kasiviswanathan, Shiva Prasad and Gan, Kyra}, year = {2025}, url = {https://arxiv.org/pdf/2510.14488} } ``` Repo Organization Some commentary on the major components of the..."},"evidence_pages":[{"url":"https://github.com/amazon-science/Guess2GraphPaperCode","final_url":"https://github.com/amazon-science/Guess2GraphPaperCode","title":"amazon-science/Guess2GraphPaperCode repository 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**Year:** 2025 --- If you find this paper/code useful in your research, we kindly ask you cite the paper as follows: ```bibtex @article{hiremath2025guess2graph, title = {From Guess2Graph: When and How Can Unreliable Experts Safely Boost Causal Discovery in Finite Samples?}, author = {Hiremath, Sujai and Janzing, Dominik and Faller, Philipp and Blöbaum, Patrick and Kirschbaum, Elke and Kasiviswanathan, Shiva Prasad and Gan, Kyra}, year = {2025}, url = {https://arxiv.org/pdf/2510.14488} } ``` Repo Organization Some commentary on the major components of the..."}],"related_signals":[{"id":"087c32a2-6ad0-4981-9315-11fdd32a0153","url":"https://onlylabs.fyi/signals/087c32a2-6ad0-4981-9315-11fdd32a0153","source_url":"https://github.com/amazon-science/reskill","title":"amazon-science/reskill","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"amazon","name":"Amazon 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