{"as_of":"2026-08-06T03:26:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:917be96d747c3646067768f12c753038f82239e56f616826a348fab73847ec52","coverage":[{"denominator":0,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":0,"source":"paper_references, paper_reference_links","source_observed_at":null,"state":"measured"},{"denominator":6,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":6,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-05T06:32:48.257954+00:00","state":"measured"},{"denominator":6,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":6,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-05T21:38:52.973941Z","state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"arxiv_reference","source_observed_at":"2026-07-01T22:56:21.086149Z","state":"measured"}],"external_citation_measurements":[],"inbound":[{"citation":{"cited_paper":{"arxiv_id":"2402.14160","last_updated":"2024-03-05T06:55:26Z","snapshot_observed_at":"2026-07-06T17:33:41.634820Z","submitted_at":"2024-02-21T22:57:49Z","title":"Recursive Speculative Decoding: Accelerating LLM Inference via Sampling Without Replacement","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2402.14160","snapshot_observed_at":"2026-08-05T21:38:52.973941Z","title":"Wonseok Jeon, Mukul Gagrani, Raghavv Goel, Junyoung Park, Mingu Lee, and Christopher Lott","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2508.08192","last_updated":"2025-08-11T17:11:26Z","snapshot_observed_at":"2026-08-05T21:38:51.524198Z","submitted_at":"2025-08-11T17:11:26Z","title":"Efficient Speculative Decoding for Llama at Scale: Challenges and Solutions","version":1},"reference_index":2020,"source":"pdf_text","source_observed_at":"2026-08-05T21:38:52.973941Z"},"links":{"cited_paper":"/paper/2402.14160","citing_paper":"/paper/2508.08192"},"observation_digest":"sha256:134f738c608449d5ef19129833a50835684458dcbeb087d2b28bfe6320cf8875","observation_id":"907cf67f-c951-468a-9f60-d087a4d7a53d","resolution":{"observed_at":"2026-08-05T21:38:52.973941Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2402.14160","last_updated":"2024-03-05T06:55:26Z","snapshot_observed_at":"2026-07-06T17:33:41.634820Z","submitted_at":"2024-02-21T22:57:49Z","title":"Recursive Speculative Decoding: Accelerating LLM Inference via Sampling Without Replacement","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2402.14160","snapshot_observed_at":"2026-08-04T15:58:14.124850Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2509.18085","last_updated":"2026-06-11T00:26:51Z","snapshot_observed_at":"2026-08-04T15:57:57.655593Z","submitted_at":"2025-09-22T17:58:21Z","title":"Structuring The Future: Diffusion LLM Speculative Decoding via Calibrated Draft Graphs","version":4},"reference_index":30,"source":"arxiv_source","source_observed_at":"2026-08-04T15:58:14.124850Z"},"links":{"cited_paper":"/paper/2402.14160","citing_paper":"/paper/2509.18085"},"observation_digest":"sha256:c59402f116b4611867fad0786de01768e126c659ced8c907c660d245554f4724","observation_id":"e9d493f2-0fd8-40a6-a502-e3db45d0ebd7","resolution":{"observed_at":"2026-08-04T15:58:14.124850Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2402.14160","last_updated":"2024-03-05T06:55:26Z","snapshot_observed_at":"2026-07-06T17:33:41.634820Z","submitted_at":"2024-02-21T22:57:49Z","title":"Recursive Speculative Decoding: Accelerating LLM Inference via Sampling Without Replacement","version":2},"cited_work":{"arxiv_id":"2402.14160","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2402.14160","snapshot_observed_at":"2026-07-01T22:56:21.086149Z","title":"Recursive speculative decoding: Accelerating llm inference via sampling without replacement.arXiv preprint arXiv:2402.14160","venue":null,"work_id":"7b3151b7-43cf-42e8-9891-b8651b6a45b4","year":2025},"citing_paper":{"arxiv_id":"2603.08899","last_updated":"2026-04-21T05:16:22Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2026-03-09T20:11:06Z","title":"ConFu: Contemplate the Future for Better Speculative Sampling","version":3},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-05-15T14:18:24.071422Z"},"links":{"cited_paper":"/paper/2402.14160","citing_paper":"/paper/2603.08899"},"observation_digest":"sha256:2071430a9d4dbd7039c4509399696b891c4b1294a88d33369eeb929d8e8b4285","observation_id":"6de46810-0941-4a34-840e-ff3513f1965a","resolution":{"observed_at":"2026-05-15T14:20:03.369966Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2402.14160","last_updated":"2024-03-05T06:55:26Z","snapshot_observed_at":"2026-07-06T17:33:41.634820Z","submitted_at":"2024-02-21T22:57:49Z","title":"Recursive Speculative Decoding: Accelerating LLM Inference via Sampling Without Replacement","version":2},"cited_work":{"arxiv_id":"2402.14160","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2402.14160","snapshot_observed_at":"2026-07-01T22:56:21.086149Z","title":"Recursive speculative decoding: Accelerating llm inference via sampling without replacement.arXiv preprint arXiv:2402.14160","venue":null,"work_id":"7b3151b7-43cf-42e8-9891-b8651b6a45b4","year":2025},"citing_paper":{"arxiv_id":"2604.04987","last_updated":"2026-04-05T03:37:30Z","snapshot_observed_at":"2026-07-31T15:20:31.745403Z","submitted_at":"2026-04-05T03:37:30Z","title":"Cactus: Accelerating Auto-Regressive Decoding with Constrained Acceptance Speculative Sampling","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-05-13T17:36:06.003661Z"},"links":{"cited_paper":"/paper/2402.14160","citing_paper":"/paper/2604.04987"},"observation_digest":"sha256:4ab2e96a65fcacd73ed3b8ce3f1b97673f0373a365da792d01f86e37e255bf04","observation_id":"fcabfb98-915e-406d-8eca-55f05a1d92d0","resolution":{"observed_at":"2026-05-13T17:38:02.714872Z","resolver_source":"arxiv_id","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2402.14160","last_updated":"2024-03-05T06:55:26Z","snapshot_observed_at":"2026-07-06T17:33:41.634820Z","submitted_at":"2024-02-21T22:57:49Z","title":"Recursive Speculative Decoding: Accelerating LLM Inference via Sampling Without Replacement","version":2},"cited_work":{"arxiv_id":"2402.14160","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2402.14160","snapshot_observed_at":"2026-07-01T22:56:21.086149Z","title":"Recursive speculative decoding: Accelerating llm inference via sampling without replacement.arXiv preprint arXiv:2402.14160","venue":null,"work_id":"7b3151b7-43cf-42e8-9891-b8651b6a45b4","year":2025},"citing_paper":{"arxiv_id":"2605.04543","last_updated":"2026-05-06T06:42:58Z","snapshot_observed_at":"2026-07-06T23:17:18.486586Z","submitted_at":"2026-05-06T06:42:58Z","title":"UniVer: A Unified Perspective for Multi-step and Multi-draft Speculative Decoding","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-05-08T16:47:40.705962Z"},"links":{"cited_paper":"/paper/2402.14160","citing_paper":"/paper/2605.04543"},"observation_digest":"sha256:db4a95b2fc9b645ae9936f1ea2544b0417746128f1262b134891af90f0bbc318","observation_id":"39c3180d-8ab4-43c5-b679-68b8e1fa7d22","resolution":{"observed_at":"2026-05-11T18:01:05.969031Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2402.14160","last_updated":"2024-03-05T06:55:26Z","snapshot_observed_at":"2026-07-06T17:33:41.634820Z","submitted_at":"2024-02-21T22:57:49Z","title":"Recursive Speculative Decoding: Accelerating LLM Inference via Sampling Without Replacement","version":2},"cited_work":{"arxiv_id":"2402.14160","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2402.14160","snapshot_observed_at":"2026-07-01T22:56:21.086149Z","title":"Recursive speculative decoding: Accelerating llm inference via sampling without replacement.arXiv preprint arXiv:2402.14160","venue":null,"work_id":"7b3151b7-43cf-42e8-9891-b8651b6a45b4","year":2025},"citing_paper":{"arxiv_id":"2606.01813","last_updated":"2026-06-01T07:29:56Z","snapshot_observed_at":"2026-07-06T23:42:21.252086Z","submitted_at":"2026-06-01T07:29:56Z","title":"Cost-Aware Diffusion Draft Trees for Speculative Decoding","version":1},"reference_index":18,"source":"arxiv_source","source_observed_at":"2026-06-28T14:48:31.873119Z"},"links":{"cited_paper":"/paper/2402.14160","citing_paper":"/paper/2606.01813"},"observation_digest":"sha256:d7ef83b02450424f7479d9377fe237554c50032ec50bcc4a262954f84b110033","observation_id":"f9319b07-e22f-4774-a961-4ba6f17957d7","resolution":{"observed_at":"2026-07-01T22:56:21.088349Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}}],"links":{"evidence":"/evidence","html":"/paper/2402.14160/citation-record","integrity":"/paper/2402.14160/integrity","json":"/paper/2402.14160/citation-record.json","paper":"/paper/2402.14160"},"outbound":[],"paper":{"arxiv_id":"2402.14160","last_updated":"2024-03-05T06:55:26Z","latest_version":2,"primary_category":"cs.LG","snapshot_observed_at":"2026-07-06T17:33:41.634820Z","submitted_at":"2024-02-21T22:57:49Z","title":"Recursive Speculative Decoding: Accelerating LLM Inference via Sampling Without Replacement"},"reference_resolution":{"displayed":0,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":0,"verified_exact":0,"verified_fuzzy":0},"total_outbound_references":0},"refusal":"A citation records a reference. It does not transfer a finding from one paper to another.","schema":"pith.paper-citation-record.v1","standing_sources":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"thesis":"As of 6 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 6 inbound Pith citation observations for arXiv:2402.14160."}