{"as_of":"2026-08-06T18:52:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:37a4ca8ee4437f39b31443091238e34941d194abfdac5a09f3acee5016c8493b","coverage":[{"denominator":42,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":42,"source":"paper_references, paper_reference_links","source_observed_at":"2026-05-22T06:50:06.933671Z","state":"measured"},{"denominator":42,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":42,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-06T06:34:29.942622+00:00","state":"measured"},{"denominator":0,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":0,"source":"paper_references, paper_reference_links","source_observed_at":null,"state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"cited_works","source_observed_at":null,"state":"measured"}],"external_citation_measurements":[],"inbound":[],"links":{"evidence":"/evidence","html":"/paper/2605.21965/citation-record","integrity":"/paper/2605.21965/integrity","json":"/paper/2605.21965/citation-record.json","paper":"/paper/2605.21965"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Computer use tool","venue":null,"work_id":"d8eeb6eb-c83c-4e2d-9e1f-9b1582934c59","year":2026},"citing_paper":{"arxiv_id":"2605.21965","last_updated":"2026-05-21T03:55:47Z","snapshot_observed_at":"2026-07-06T23:32:20.708664Z","submitted_at":"2026-05-21T03:55:47Z","title":"SpecHop: Continuous Speculation for Accelerating Multi-Hop Retrieval Agents","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-05-22T06:50:06.933671Z"},"links":{"citing_paper":"/paper/2605.21965"},"observation_digest":"sha256:d9c2087c13e82d2e3a142f2765308ef8274b24bba3e0b6f9f73afe03d9f8e96a","observation_id":"59a1a727-1921-47c1-9bd8-71f57e17d34a","resolution":{"observed_at":"2026-05-22T06:51:11.775200Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2302.01318","last_updated":"2023-02-02T18:44:11Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2023-02-02T18:44:11Z","title":"Accelerating Large Language Model Decoding with Speculative Sampling","version":1},"cited_work":{"arxiv_id":"2302.01318","doi":"10.48550/arxiv.2302.01318","metadata_source":"pith","pith_arxiv_id":"2302.01318","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"Accelerating Large Language Model Decoding with Speculative Sampling","venue":"cs.CL","work_id":"b53b11e5-8613-439d-9d9d-0e2a9090d79f","year":2023},"citing_paper":{"arxiv_id":"2605.21965","last_updated":"2026-05-21T03:55:47Z","snapshot_observed_at":"2026-07-06T23:32:20.708664Z","submitted_at":"2026-05-21T03:55:47Z","title":"SpecHop: Continuous Speculation for Accelerating Multi-Hop Retrieval Agents","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-05-22T06:50:06.933671Z"},"links":{"cited_paper":"/paper/2302.01318","citing_paper":"/paper/2605.21965"},"observation_digest":"sha256:310e868a16d8b989e6ba70c78e9372033cef3791f0b9e5d740f34835d8c029b6","observation_id":"62df81c2-8a6c-4017-ac07-6e1403851c22","resolution":{"observed_at":"2026-05-22T06:51:11.354463Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Gemini deep research agent","venue":null,"work_id":"299c14e4-daf9-4a7a-a77d-7a09d0439d0a","year":2026},"citing_paper":{"arxiv_id":"2605.21965","last_updated":"2026-05-21T03:55:47Z","snapshot_observed_at":"2026-07-06T23:32:20.708664Z","submitted_at":"2026-05-21T03:55:47Z","title":"SpecHop: Continuous Speculation for Accelerating Multi-Hop Retrieval Agents","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-05-22T06:50:06.933671Z"},"links":{"citing_paper":"/paper/2605.21965"},"observation_digest":"sha256:b79c261e036c6b95cfab333927d1498d0bb7edf3487359baf27a029820b373b7","observation_id":"ec19430e-a144-4433-9371-01a5877d0f1f","resolution":{"observed_at":"2026-05-22T06:51:11.902044Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Function calling with the gemini api","venue":null,"work_id":"11da3a80-5768-4594-8e86-92f41949c35f","year":2026},"citing_paper":{"arxiv_id":"2605.21965","last_updated":"2026-05-21T03:55:47Z","snapshot_observed_at":"2026-07-06T23:32:20.708664Z","submitted_at":"2026-05-21T03:55:47Z","title":"SpecHop: Continuous Speculation for Accelerating Multi-Hop Retrieval Agents","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-05-22T06:50:06.933671Z"},"links":{"citing_paper":"/paper/2605.21965"},"observation_digest":"sha256:567cf88ffc5b787d2d3be093f1d8841deb3a25f349f8f0af1abc092c19eb054c","observation_id":"0cbe9f0e-b593-475d-add4-d44b4f26d5bc","resolution":{"observed_at":"2026-05-22T06:51:11.816263Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2407.21783","last_updated":"2024-11-23T23:27:33Z","snapshot_observed_at":"2026-07-06T18:55:11.576666Z","submitted_at":"2024-07-31T17:54:27Z","title":"The Llama 3 Herd of Models","version":3},"cited_work":{"arxiv_id":"2407.21783","doi":"10.1016/s0749-0720(15","metadata_source":"pith","pith_arxiv_id":"2407.21783","snapshot_observed_at":"2026-07-11T11:50:26.030339Z","title":"The Llama 3 Herd of Models","venue":"cs.AI","work_id":"1549a635-88af-4ac1-acfe-51ae7bb53345","year":2024},"citing_paper":{"arxiv_id":"2605.21965","last_updated":"2026-05-21T03:55:47Z","snapshot_observed_at":"2026-07-06T23:32:20.708664Z","submitted_at":"2026-05-21T03:55:47Z","title":"SpecHop: Continuous Speculation for Accelerating Multi-Hop Retrieval Agents","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-05-22T06:50:06.933671Z"},"links":{"cited_paper":"/paper/2407.21783","citing_paper":"/paper/2605.21965"},"observation_digest":"sha256:1fc908a07fa54409d438d93e0054528b12c7d3c92fbcac3caffb59aebfd92e4c","observation_id":"02338c3f-2893-4cb1-97e7-8fa1adb27427","resolution":{"observed_at":"2026-05-22T06:51:11.433946Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-07-08T13:04:57.068389Z","title":"Constructing a multi-hop qa dataset for comprehensive evaluation of reasoning steps","venue":null,"work_id":"fd2bf568-cbd2-407a-a17c-0d9f01efdd9c","year":2020},"citing_paper":{"arxiv_id":"2605.21965","last_updated":"2026-05-21T03:55:47Z","snapshot_observed_at":"2026-07-06T23:32:20.708664Z","submitted_at":"2026-05-21T03:55:47Z","title":"SpecHop: Continuous Speculation for Accelerating Multi-Hop Retrieval Agents","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-05-22T06:50:06.933671Z"},"links":{"citing_paper":"/paper/2605.21965"},"observation_digest":"sha256:5b597c4f9167ac6add40bfce6da79448aa46cde64548fcc05f66a3927ba7dbac","observation_id":"218b4c7b-9b46-4ebe-8abf-e7b9f6495238","resolution":{"observed_at":"2026-05-22T06:51:11.831421Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2410.21276","last_updated":"2024-10-25T17:43:01Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2024-10-25T17:43:01Z","title":"GPT-4o System Card","version":1},"cited_work":{"arxiv_id":"2410.21276","doi":"10.1177/15248380231178756","metadata_source":"pith","pith_arxiv_id":"2410.21276","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"GPT-4o System Card","venue":"cs.CL","work_id":"f37bf1c7-4964-4e56-9762-d20da8d9009f","year":2024},"citing_paper":{"arxiv_id":"2605.21965","last_updated":"2026-05-21T03:55:47Z","snapshot_observed_at":"2026-07-06T23:32:20.708664Z","submitted_at":"2026-05-21T03:55:47Z","title":"SpecHop: Continuous Speculation for Accelerating Multi-Hop Retrieval Agents","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-05-22T06:50:06.933671Z"},"links":{"cited_paper":"/paper/2410.21276","citing_paper":"/paper/2605.21965"},"observation_digest":"sha256:40a9cc2fcb49fad93f10c1e02cac05fd9e3a86773dc48ef79d0065308cf16855","observation_id":"b5150342-3ff4-4acf-b7ce-fdd5561d6c65","resolution":{"observed_at":"2026-05-22T06:51:11.383649Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-07-07T12:53:51.199808Z","title":"Fast inference from transformers via speculative decoding","venue":null,"work_id":"1fbe276e-0625-47a5-88b5-ded8d9608969","year":2023},"citing_paper":{"arxiv_id":"2605.21965","last_updated":"2026-05-21T03:55:47Z","snapshot_observed_at":"2026-07-06T23:32:20.708664Z","submitted_at":"2026-05-21T03:55:47Z","title":"SpecHop: Continuous Speculation for Accelerating Multi-Hop Retrieval Agents","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-05-22T06:50:06.933671Z"},"links":{"citing_paper":"/paper/2605.21965"},"observation_digest":"sha256:7add90b479a329eafd511976f3c041e27e086e0d832713477406b8bc7332f4fd","observation_id":"960a8eb1-ec0f-4b5d-9ea0-3d99eaae856f","resolution":{"observed_at":"2026-05-22T06:51:11.879770Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-07-09T09:46:13.003665Z","title":"Retrieval-augmented generation for knowledge-intensive nlp tasks.Advances in neural information processing systems, 33:9459–9474","venue":null,"work_id":"f4e7687c-6c0e-4b2d-92f6-01888410340c","year":2020},"citing_paper":{"arxiv_id":"2605.21965","last_updated":"2026-05-21T03:55:47Z","snapshot_observed_at":"2026-07-06T23:32:20.708664Z","submitted_at":"2026-05-21T03:55:47Z","title":"SpecHop: Continuous Speculation for Accelerating Multi-Hop Retrieval Agents","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-05-22T06:50:06.933671Z"},"links":{"citing_paper":"/paper/2605.21965"},"observation_digest":"sha256:93e24b07926cc1455ac7433eb84d11a3ae21b15fc11935f21ee260007538e6ae","observation_id":"27b674e2-7687-47fa-857f-1af6aa8eb5fb","resolution":{"observed_at":"2026-05-22T06:51:11.847478Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Pipespec: Breaking stage dependencies in hierarchical llm decoding","venue":null,"work_id":"64ca44f4-feb4-4a92-bf58-84c9d6cd65a9","year":2025},"citing_paper":{"arxiv_id":"2605.21965","last_updated":"2026-05-21T03:55:47Z","snapshot_observed_at":"2026-07-06T23:32:20.708664Z","submitted_at":"2026-05-21T03:55:47Z","title":"SpecHop: Continuous Speculation for Accelerating Multi-Hop Retrieval Agents","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-05-22T06:50:06.933671Z"},"links":{"citing_paper":"/paper/2605.21965"},"observation_digest":"sha256:427fd15d95aac7b6497b5e282553db756678ce8b1baa7b74ea47a47a878e8fbe","observation_id":"a1ac7b3e-89ac-480f-8609-f783dc0db560","resolution":{"observed_at":"2026-05-22T06:51:11.820716Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Introducing deep research","venue":null,"work_id":"aa14e9e8-b2af-4cf6-8d50-dc741923f70d","year":2025},"citing_paper":{"arxiv_id":"2605.21965","last_updated":"2026-05-21T03:55:47Z","snapshot_observed_at":"2026-07-06T23:32:20.708664Z","submitted_at":"2026-05-21T03:55:47Z","title":"SpecHop: Continuous Speculation for Accelerating Multi-Hop Retrieval Agents","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-05-22T06:50:06.933671Z"},"links":{"citing_paper":"/paper/2605.21965"},"observation_digest":"sha256:bb72fac406750aa42bea3384a3e852985aa1d86f923008f926f5e693cf600427","observation_id":"8fabea0b-f052-4f1c-8210-239069fd239d","resolution":{"observed_at":"2026-05-22T06:51:11.826807Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Using tools","venue":null,"work_id":"1f2c54e9-d020-43ac-a6f5-45b1913d9ae3","year":null},"citing_paper":{"arxiv_id":"2605.21965","last_updated":"2026-05-21T03:55:47Z","snapshot_observed_at":"2026-07-06T23:32:20.708664Z","submitted_at":"2026-05-21T03:55:47Z","title":"SpecHop: Continuous Speculation for Accelerating Multi-Hop Retrieval Agents","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-05-22T06:50:06.933671Z"},"links":{"citing_paper":"/paper/2605.21965"},"observation_digest":"sha256:c986f4e20ec3d7646b16671834b78ce207be9be512cd6c0fd69350ff4393504a","observation_id":"72c7cbc8-8fa3-4ffb-80a9-dcfe7c019ff6","resolution":{"observed_at":"2026-05-22T06:51:11.875231Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":null,"venue":null,"work_id":"dfccd148-5df6-4129-99a4-563a5f23a38b","year":2026},"citing_paper":{"arxiv_id":"2605.21965","last_updated":"2026-05-21T03:55:47Z","snapshot_observed_at":"2026-07-06T23:32:20.708664Z","submitted_at":"2026-05-21T03:55:47Z","title":"SpecHop: Continuous Speculation for Accelerating Multi-Hop Retrieval Agents","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-05-22T06:50:06.933671Z"},"links":{"citing_paper":"/paper/2605.21965"},"observation_digest":"sha256:6e9884dcaa4be6b2d85ccc84c94b4903e41e0d4d913252f25016e034d0e61f11","observation_id":"e1044ef6-deab-4031-93af-69eb8885312c","resolution":{"observed_at":"2026-05-22T06:51:11.891999Z","resolver_source":"raw_fallback","status":"parse_uncertain"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Demystifying delays in reasoning: A pilot temporal and token analysis of reasoning systems","venue":null,"work_id":"a2484cd5-e82b-40ab-8f46-4b6027d94e06","year":2025},"citing_paper":{"arxiv_id":"2605.21965","last_updated":"2026-05-21T03:55:47Z","snapshot_observed_at":"2026-07-06T23:32:20.708664Z","submitted_at":"2026-05-21T03:55:47Z","title":"SpecHop: Continuous Speculation for Accelerating Multi-Hop Retrieval Agents","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-05-22T06:50:06.933671Z"},"links":{"citing_paper":"/paper/2605.21965"},"observation_digest":"sha256:af0ef2bb3d47763e682f2d6c3abf478c817e8be9a8b635fee4eeac4a95c9a6fe","observation_id":"e5513840-7b37-47ad-a65b-616e30ced595","resolution":{"observed_at":"2026-05-22T06:51:11.869692Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2409.13741","last_updated":"2024-09-10T17:51:21Z","snapshot_observed_at":"2026-08-03T11:18:54.838725Z","submitted_at":"2024-09-10T17:51:21Z","title":"Knowing When to Ask -- Bridging Large Language Models and Data","version":1},"cited_work":{"arxiv_id":"2409.13741","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2409.13741","snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Knowing when to ask–bridging large language models and data","venue":null,"work_id":"fc0d898c-eed8-4abc-abbe-e301052ad5d4","year":2024},"citing_paper":{"arxiv_id":"2605.21965","last_updated":"2026-05-21T03:55:47Z","snapshot_observed_at":"2026-07-06T23:32:20.708664Z","submitted_at":"2026-05-21T03:55:47Z","title":"SpecHop: Continuous Speculation for Accelerating Multi-Hop Retrieval Agents","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-05-22T06:50:06.933671Z"},"links":{"cited_paper":"/paper/2409.13741","citing_paper":"/paper/2605.21965"},"observation_digest":"sha256:ae6f37fef90e4b5ed16ebc0c6ec7abebc3c96b6429460a49f123371db161cffc","observation_id":"f088e05f-1542-4d4e-a84b-381382f14db9","resolution":{"observed_at":"2026-05-22T06:51:11.413550Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-07-10T02:06:42.615980Z","title":"Toolformer: Language models can teach themselves to use tools.Advances in neural information processing systems, 36: 68539–68551","venue":null,"work_id":"b18d1b4f-f40e-4afe-aaf9-d74b9349d25e","year":2023},"citing_paper":{"arxiv_id":"2605.21965","last_updated":"2026-05-21T03:55:47Z","snapshot_observed_at":"2026-07-06T23:32:20.708664Z","submitted_at":"2026-05-21T03:55:47Z","title":"SpecHop: Continuous Speculation for Accelerating Multi-Hop Retrieval Agents","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-05-22T06:50:06.933671Z"},"links":{"citing_paper":"/paper/2605.21965"},"observation_digest":"sha256:baf7c95620d0a38888483a59882683bfd228536ef2c7d0db14a4f16fb8ec7dc8","observation_id":"97505ee6-a966-4d3a-92dc-f40cf468fc8a","resolution":{"observed_at":"2026-05-22T06:51:11.862137Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2601.03267","last_updated":"2026-05-01T23:55:43Z","snapshot_observed_at":"2026-08-02T10:52:10.211700Z","submitted_at":"2025-12-19T07:05:38Z","title":"OpenAI GPT-5 System Card","version":2},"cited_work":{"arxiv_id":"2601.03267","doi":"10.48550/arxiv.2601.03267","metadata_source":"pith","pith_arxiv_id":"2601.03267","snapshot_observed_at":"2026-08-05T02:49:54.815029Z","title":"OpenAI GPT-5 System Card","venue":"cs.CL","work_id":"ca87689a-0d29-4476-b504-b65dbbb08af4","year":2025},"citing_paper":{"arxiv_id":"2605.21965","last_updated":"2026-05-21T03:55:47Z","snapshot_observed_at":"2026-07-06T23:32:20.708664Z","submitted_at":"2026-05-21T03:55:47Z","title":"SpecHop: Continuous Speculation for Accelerating Multi-Hop Retrieval Agents","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-05-22T06:50:06.933671Z"},"links":{"cited_paper":"/paper/2601.03267","citing_paper":"/paper/2605.21965"},"observation_digest":"sha256:8f0e159ee8967f15f445a10c1094b0e90be829e7717ef7066aaf562bdfe90ed2","observation_id":"ab94a9cf-3a26-4df8-a6d6-510ba5c0299a","resolution":{"observed_at":"2026-05-22T06:51:11.343536Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-03T00:38:11.458508+00:00","source":"crossref_status_cache"},{"observed_at":"2026-08-03T00:38:11.458508+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2501.09136","last_updated":"2026-04-01T15:51:06Z","snapshot_observed_at":"2026-07-06T20:21:42.341172Z","submitted_at":"2025-01-15T20:40:25Z","title":"Agentic Retrieval-Augmented Generation: A Survey on Agentic RAG","version":4},"cited_work":{"arxiv_id":"2501.09136","doi":"10.48550/arxiv.2501.09136","metadata_source":"pith","pith_arxiv_id":"2501.09136","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"Agentic Retrieval-Augmented Generation: A Survey on Agentic RAG","venue":"cs.AI","work_id":"6edcfe5a-e498-4a2e-aa57-dcaa5ef20f86","year":2025},"citing_paper":{"arxiv_id":"2605.21965","last_updated":"2026-05-21T03:55:47Z","snapshot_observed_at":"2026-07-06T23:32:20.708664Z","submitted_at":"2026-05-21T03:55:47Z","title":"SpecHop: Continuous Speculation for Accelerating Multi-Hop Retrieval Agents","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-05-22T06:50:06.933671Z"},"links":{"cited_paper":"/paper/2501.09136","citing_paper":"/paper/2605.21965"},"observation_digest":"sha256:4c0c6e1aaa026405dc881d37bff72e5d600b62130bb9e4724830823645660e40","observation_id":"4553ef87-7479-43da-b512-f7cb61c29c6f","resolution":{"observed_at":"2026-05-22T06:51:11.348801Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":null,"venue":null,"work_id":"2b2df0fd-5736-4a53-9871-40f64bb9248f","year":1981},"citing_paper":{"arxiv_id":"2605.21965","last_updated":"2026-05-21T03:55:47Z","snapshot_observed_at":"2026-07-06T23:32:20.708664Z","submitted_at":"2026-05-21T03:55:47Z","title":"SpecHop: Continuous Speculation for Accelerating Multi-Hop Retrieval Agents","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-05-22T06:50:06.933671Z"},"links":{"citing_paper":"/paper/2605.21965"},"observation_digest":"sha256:6b943dd9b97adcecc901e30ad91fd5de4f9b1b8645a05318f9727e41532b843e","observation_id":"0175fb18-7cd7-46f4-9ade-d637aba3ebc7","resolution":{"observed_at":"2026-05-22T06:51:11.807456Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Smith and Andrew R","venue":null,"work_id":"d30f7ee5-53d8-47ae-8d0f-d41f1244a228","year":1995},"citing_paper":{"arxiv_id":"2605.21965","last_updated":"2026-05-21T03:55:47Z","snapshot_observed_at":"2026-07-06T23:32:20.708664Z","submitted_at":"2026-05-21T03:55:47Z","title":"SpecHop: Continuous Speculation for Accelerating Multi-Hop Retrieval Agents","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-05-22T06:50:06.933671Z"},"links":{"citing_paper":"/paper/2605.21965"},"observation_digest":"sha256:70301ff6e4e72dc2b77f94a8be61dce7b3c6cc98971490f7542ee4fe07871b24","observation_id":"7250f4b6-5192-4729-97e1-c2aba2f14f6b","resolution":{"observed_at":"2026-05-22T06:51:11.865720Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2603.18897","last_updated":"2026-06-16T09:34:16Z","snapshot_observed_at":"2026-07-13T22:20:51.137198Z","submitted_at":"2026-03-19T13:36:50Z","title":"Parallelizing Tool Execution and LLM Generation for Low-Latency Agent Serving","version":3},"cited_work":{"arxiv_id":"2603.18897","doi":"10.48550/arxiv.2603.18897","metadata_source":"pith","pith_arxiv_id":"2603.18897","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"Act while thinking: Accelerating llm agents via pattern-aware speculative tool execution","venue":"cs.DC","work_id":"3562f15c-5f03-4fcb-a0c4-018fd064a4d1","year":2026},"citing_paper":{"arxiv_id":"2605.21965","last_updated":"2026-05-21T03:55:47Z","snapshot_observed_at":"2026-07-06T23:32:20.708664Z","submitted_at":"2026-05-21T03:55:47Z","title":"SpecHop: Continuous Speculation for Accelerating Multi-Hop Retrieval Agents","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-05-22T06:50:06.933671Z"},"links":{"cited_paper":"/paper/2603.18897","citing_paper":"/paper/2605.21965"},"observation_digest":"sha256:212380ba720c984e86e5bb1671b99e9db069e070780d7fbb6a969366fc290eb1","observation_id":"7ef5f191-a46d-4c32-92c4-f324b2684b88","resolution":{"observed_at":"2026-06-19T17:09:53.145794Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2502.05202","last_updated":"2025-06-11T01:26:45Z","snapshot_observed_at":"2026-08-06T04:43:16.142846Z","submitted_at":"2025-01-31T19:13:58Z","title":"Accelerating LLM Inference with Lossless Speculative Decoding Algorithms for Heterogeneous Vocabularies","version":3},"cited_work":{"arxiv_id":"2502.05202","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2502.05202","snapshot_observed_at":"2026-06-28T18:32:29.032161Z","title":"Accelerating llm inference with lossless speculative decoding algorithms for heterogeneous vocabularies","venue":null,"work_id":"85358b53-a969-487f-9014-54c150b18c4d","year":2025},"citing_paper":{"arxiv_id":"2605.21965","last_updated":"2026-05-21T03:55:47Z","snapshot_observed_at":"2026-07-06T23:32:20.708664Z","submitted_at":"2026-05-21T03:55:47Z","title":"SpecHop: Continuous Speculation for Accelerating Multi-Hop Retrieval Agents","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-05-22T06:50:06.933671Z"},"links":{"cited_paper":"/paper/2502.05202","citing_paper":"/paper/2605.21965"},"observation_digest":"sha256:ee7e76b4ada7f399de3465f3fba4edf81dcac5ad5843137c5ddda03737adc8b4","observation_id":"4b9f93d9-ec39-4f49-8656-2275ee450b07","resolution":{"observed_at":"2026-05-22T06:51:11.390310Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.1147/rd.111.0025","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":null,"venue":"IBM Journal of Research and Development","work_id":"d27ff91e-ab7e-4435-8339-b016b1fdb93d","year":1967},"citing_paper":{"arxiv_id":"2605.21965","last_updated":"2026-05-21T03:55:47Z","snapshot_observed_at":"2026-07-06T23:32:20.708664Z","submitted_at":"2026-05-21T03:55:47Z","title":"SpecHop: Continuous Speculation for Accelerating Multi-Hop Retrieval Agents","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-05-22T06:50:06.933671Z"},"links":{"citing_paper":"/paper/2605.21965"},"observation_digest":"sha256:52b63a92045fd38c52a45ae24535a7b6cb1d30c485162a261aeadbb3aa88b89d","observation_id":"21930e00-e6ed-45d4-b655-7c4904e6ea8d","resolution":{"observed_at":"2026-05-22T06:51:10.978507Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-05-22T15:22:34.515995+00:00","source":"crossref_status_cache"},{"observed_at":"2026-05-22T15:22:34.515995+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-07-09T16:16:21.060214Z","title":"Musique: Multihop questions via single-hop question composition.Transactions of the Association for Computational Linguistics, 10:539–554","venue":null,"work_id":"c8d66a44-9695-4211-998e-a85a97efa16e","year":2022},"citing_paper":{"arxiv_id":"2605.21965","last_updated":"2026-05-21T03:55:47Z","snapshot_observed_at":"2026-07-06T23:32:20.708664Z","submitted_at":"2026-05-21T03:55:47Z","title":"SpecHop: Continuous Speculation for Accelerating Multi-Hop Retrieval Agents","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-05-22T06:50:06.933671Z"},"links":{"citing_paper":"/paper/2605.21965"},"observation_digest":"sha256:ba4f70b83a28c65d3f35d0dd14a66edb7f41a5a90e7c8cdadcf8bf571ca1ab41","observation_id":"f7f63370-29ba-43c9-a6da-cd7ab67b9df0","resolution":{"observed_at":"2026-05-22T06:51:11.780267Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2305.16291","last_updated":"2023-10-19T16:27:03Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2023-05-25T17:46:38Z","title":"Voyager: An Open-Ended Embodied Agent with Large Language Models","version":2},"cited_work":{"arxiv_id":"2305.16291","doi":"10.18653/v1/2023.emnlp-main.118","metadata_source":"pith","pith_arxiv_id":"2305.16291","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"Voyager: An Open-Ended Embodied Agent with Large Language Models","venue":"cs.AI","work_id":"ffe0d207-86cf-4742-a100-e988ac8b9676","year":2023},"citing_paper":{"arxiv_id":"2605.21965","last_updated":"2026-05-21T03:55:47Z","snapshot_observed_at":"2026-07-06T23:32:20.708664Z","submitted_at":"2026-05-21T03:55:47Z","title":"SpecHop: Continuous Speculation for Accelerating Multi-Hop Retrieval Agents","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-05-22T06:50:06.933671Z"},"links":{"cited_paper":"/paper/2305.16291","citing_paper":"/paper/2605.21965"},"observation_digest":"sha256:5c54381e0071348fc3254cf645c57fafe1b095d58462c475c6b6bb79afd361de","observation_id":"f8bbf407-cd3a-4c0f-bcc7-2cf6b5087b01","resolution":{"observed_at":"2026-05-22T06:51:11.372122Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-07-10T20:07:33.958459Z","title":"A survey on large language model based autonomous agents.Frontiers of Computer Science, 18(6):186345","venue":null,"work_id":"22d0f278-0f8d-4a9a-941a-1a0feef5523b","year":2024},"citing_paper":{"arxiv_id":"2605.21965","last_updated":"2026-05-21T03:55:47Z","snapshot_observed_at":"2026-07-06T23:32:20.708664Z","submitted_at":"2026-05-21T03:55:47Z","title":"SpecHop: Continuous Speculation for Accelerating Multi-Hop Retrieval Agents","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-05-22T06:50:06.933671Z"},"links":{"citing_paper":"/paper/2605.21965"},"observation_digest":"sha256:15b8620454b498d6aeb8ba944253c8c973ef91d3f29e2fe6622d34aabf810a73","observation_id":"950afa80-6d26-463e-9002-74b89d9ddf17","resolution":{"observed_at":"2026-05-22T06:51:11.853395Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"2501.14342","doi":"10.48550/arxiv.2501.14342","metadata_source":"arxiv_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"Chain- of-retrieval augmented generation","venue":"ArXiv.org","work_id":"c5a08c8c-36bb-402d-a89c-4b0d46f0772b","year":2025},"citing_paper":{"arxiv_id":"2605.21965","last_updated":"2026-05-21T03:55:47Z","snapshot_observed_at":"2026-07-06T23:32:20.708664Z","submitted_at":"2026-05-21T03:55:47Z","title":"SpecHop: Continuous Speculation for Accelerating Multi-Hop Retrieval Agents","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-05-22T06:50:06.933671Z"},"links":{"citing_paper":"/paper/2605.21965"},"observation_digest":"sha256:111deeeeb3bfd4f270d499529e40c0a1742326ee0d48e5d75e23b3a1adad18cc","observation_id":"39b41b90-6d65-44eb-8b61-9ed29e5205b1","resolution":{"observed_at":"2026-05-22T06:51:11.428248Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Deepnote: Note-centric deep retrievalaugmented generation.Preprint","venue":null,"work_id":"c8d2f09a-5d8e-4767-90ac-c28f3b27632c","year":2025},"citing_paper":{"arxiv_id":"2605.21965","last_updated":"2026-05-21T03:55:47Z","snapshot_observed_at":"2026-07-06T23:32:20.708664Z","submitted_at":"2026-05-21T03:55:47Z","title":"SpecHop: Continuous Speculation for Accelerating Multi-Hop Retrieval Agents","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-05-22T06:50:06.933671Z"},"links":{"citing_paper":"/paper/2605.21965"},"observation_digest":"sha256:9fa0b9ab9716b2842b2e0405081fd7ad902e978dc7815cdaf7d22f84f3b0061e","observation_id":"7f3155ea-354e-4a3b-8514-87d4447e9616","resolution":{"observed_at":"2026-05-22T06:51:11.784892Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2407.08223","last_updated":"2025-02-27T19:03:36Z","snapshot_observed_at":"2026-07-06T18:44:37.726622Z","submitted_at":"2024-07-11T06:50:19Z","title":"Speculative RAG: Enhancing Retrieval Augmented Generation through Drafting","version":2},"cited_work":{"arxiv_id":"2407.08223","doi":"10.48550/arxiv.2407.08223","metadata_source":"arxiv_reference","pith_arxiv_id":"2407.08223","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"Speculative rag: Enhancing retrieval augmented generation through drafting","venue":"arXiv (Cornell University)","work_id":"5e318dd5-73ca-4f79-8b59-1816bd5f7813","year":2024},"citing_paper":{"arxiv_id":"2605.21965","last_updated":"2026-05-21T03:55:47Z","snapshot_observed_at":"2026-07-06T23:32:20.708664Z","submitted_at":"2026-05-21T03:55:47Z","title":"SpecHop: Continuous Speculation for Accelerating Multi-Hop Retrieval Agents","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-05-22T06:50:06.933671Z"},"links":{"cited_paper":"/paper/2407.08223","citing_paper":"/paper/2605.21965"},"observation_digest":"sha256:d93e5eddadeada033782e53f355b30d34d8e61fb5a1ac1142d6e196a14dc82b9","observation_id":"dc747cd2-82df-4b77-9ce5-b4ff9f7b403f","resolution":{"observed_at":"2026-05-22T06:51:11.366577Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2603.01152","last_updated":"2026-06-20T09:26:23Z","snapshot_observed_at":"2026-08-02T19:46:35.403390Z","submitted_at":"2026-03-01T15:36:10Z","title":"DeepResearch-9K: A Challenging Benchmark Dataset of Deep-Research Agent","version":2},"cited_work":{"arxiv_id":"2603.01152","doi":null,"metadata_source":"pith","pith_arxiv_id":"2603.01152","snapshot_observed_at":"2026-07-03T10:27:56.511231Z","title":"Deepresearch-9k: A challenging benchmark dataset of deep-research agent","venue":"cs.AI","work_id":"62b4fe1a-19ad-47fa-9046-89f23257ecdb","year":2026},"citing_paper":{"arxiv_id":"2605.21965","last_updated":"2026-05-21T03:55:47Z","snapshot_observed_at":"2026-07-06T23:32:20.708664Z","submitted_at":"2026-05-21T03:55:47Z","title":"SpecHop: Continuous Speculation for Accelerating Multi-Hop Retrieval Agents","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-05-22T06:50:06.933671Z"},"links":{"cited_paper":"/paper/2603.01152","citing_paper":"/paper/2605.21965"},"observation_digest":"sha256:575c224d1362cf96a91d6058217d8f920d2382d8a5947fd0ec6d183221b08366","observation_id":"3e54a3a1-ad33-41c7-8a04-6163fae6ff69","resolution":{"observed_at":"2026-06-23T03:12:46.256547Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Decoding speculative decoding","venue":null,"work_id":"b81c1819-cd90-43b3-86d4-a5b1bbd17858","year":2025},"citing_paper":{"arxiv_id":"2605.21965","last_updated":"2026-05-21T03:55:47Z","snapshot_observed_at":"2026-07-06T23:32:20.708664Z","submitted_at":"2026-05-21T03:55:47Z","title":"SpecHop: Continuous Speculation for Accelerating Multi-Hop Retrieval Agents","version":1},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-05-22T06:50:06.933671Z"},"links":{"citing_paper":"/paper/2605.21965"},"observation_digest":"sha256:f1f68c094f4fe34f0e22bcfd8302aaa0a049b87889151566c0a1ea9953f014a4","observation_id":"bbdb300a-0f79-4416-a458-154a58d84609","resolution":{"observed_at":"2026-05-22T06:51:11.883421Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2505.09388","last_updated":"2025-05-14T13:41:34Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2025-05-14T13:41:34Z","title":"Qwen3 Technical Report","version":1},"cited_work":{"arxiv_id":"2505.09388","doi":"10.1016/j.aiopen.2022.12","metadata_source":"pith","pith_arxiv_id":"2505.09388","snapshot_observed_at":"2026-07-11T11:50:26.030339Z","title":"Qwen3 Technical Report","venue":"cs.CL","work_id":"25a4e30c-1232-48e7-9925-02fa12ba7c9e","year":2025},"citing_paper":{"arxiv_id":"2605.21965","last_updated":"2026-05-21T03:55:47Z","snapshot_observed_at":"2026-07-06T23:32:20.708664Z","submitted_at":"2026-05-21T03:55:47Z","title":"SpecHop: Continuous Speculation for Accelerating Multi-Hop Retrieval Agents","version":1},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-05-22T06:50:06.933671Z"},"links":{"cited_paper":"/paper/2505.09388","citing_paper":"/paper/2605.21965"},"observation_digest":"sha256:d111e672aa0d5d6f2abf545c569dc5938fdc97ed967802dc42568656e566a278","observation_id":"d9ed2d62-5c62-4686-b6dd-f27324646ffd","resolution":{"observed_at":"2026-05-22T06:51:10.985588Z","resolver_source":"local_arxiv","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"2602.00083","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-07-03T16:28:39.208927Z","title":"Sparc-rag: Adaptive sequential-parallel scaling with context management for retrieval-augmented generation","venue":null,"work_id":"0400627e-b1f5-4b39-86ae-15b87ad97db6","year":2026},"citing_paper":{"arxiv_id":"2605.21965","last_updated":"2026-05-21T03:55:47Z","snapshot_observed_at":"2026-07-06T23:32:20.708664Z","submitted_at":"2026-05-21T03:55:47Z","title":"SpecHop: Continuous Speculation for Accelerating Multi-Hop Retrieval Agents","version":1},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-05-22T06:50:06.933671Z"},"links":{"citing_paper":"/paper/2605.21965"},"observation_digest":"sha256:a0672eba717f27f89e48f8887daf679f12f6a12b02c15a3dcf7ab87de8a2f518","observation_id":"054a3494-8776-460c-aa93-9f41b51c9872","resolution":{"observed_at":"2026-05-22T06:51:11.360058Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-07-08T17:05:09.063036Z","title":"Hotpotqa: A dataset for diverse, explainable multi-hop question answering","venue":null,"work_id":"c9e1fe9d-a078-402c-8ba0-57b1cf5fd89c","year":2018},"citing_paper":{"arxiv_id":"2605.21965","last_updated":"2026-05-21T03:55:47Z","snapshot_observed_at":"2026-07-06T23:32:20.708664Z","submitted_at":"2026-05-21T03:55:47Z","title":"SpecHop: Continuous Speculation for Accelerating Multi-Hop Retrieval Agents","version":1},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-05-22T06:50:06.933671Z"},"links":{"citing_paper":"/paper/2605.21965"},"observation_digest":"sha256:0d10fb3fbbd02b2ac117874e448a6c3fe3c117ec8c5927bf0c0e88790731c74c","observation_id":"43abdce2-fa4b-4582-b6e7-161aa8d8daed","resolution":{"observed_at":"2026-05-22T06:51:11.896326Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2210.03629","last_updated":"2023-03-10T01:00:17Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2022-10-06T01:00:32Z","title":"ReAct: Synergizing Reasoning and Acting in Language Models","version":3},"cited_work":{"arxiv_id":"2210.03629","doi":"10.48550/arxiv.2210.03629","metadata_source":"pith","pith_arxiv_id":"2210.03629","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"ReAct: Synergizing Reasoning and Acting in Language Models","venue":"cs.CL","work_id":"407a2351-25f1-497d-b611-f77d0292a8e6","year":2022},"citing_paper":{"arxiv_id":"2605.21965","last_updated":"2026-05-21T03:55:47Z","snapshot_observed_at":"2026-07-06T23:32:20.708664Z","submitted_at":"2026-05-21T03:55:47Z","title":"SpecHop: Continuous Speculation for Accelerating Multi-Hop Retrieval Agents","version":1},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-05-22T06:50:06.933671Z"},"links":{"cited_paper":"/paper/2210.03629","citing_paper":"/paper/2605.21965"},"observation_digest":"sha256:18e35e115e70faf4ba7b324bca15316341f64d9fab5bde1d45a218a44335ce72","observation_id":"9c738af7-dc80-441e-9c96-80addd92e053","resolution":{"observed_at":"2026-05-22T06:51:11.401696Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-07-12T03:19:36.897515+00:00","source":"crossref_status_cache"},{"observed_at":"2026-07-12T03:19:36.897515+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2510.04371","last_updated":"2026-04-23T17:58:32Z","snapshot_observed_at":"2026-07-06T22:31:44.964774Z","submitted_at":"2025-10-05T21:28:11Z","title":"Speculative Actions: A Lossless Framework for Faster Agentic Systems","version":2},"cited_work":{"arxiv_id":"2510.04371","doi":null,"metadata_source":"pith","pith_arxiv_id":"2510.04371","snapshot_observed_at":"2026-07-04T17:40:00.791196Z","title":"Speculative Actions: A Lossless Framework for Faster Agentic Systems","venue":"cs.AI","work_id":"90f87797-095c-47a3-90d6-565aecdb45da","year":2025},"citing_paper":{"arxiv_id":"2605.21965","last_updated":"2026-05-21T03:55:47Z","snapshot_observed_at":"2026-07-06T23:32:20.708664Z","submitted_at":"2026-05-21T03:55:47Z","title":"SpecHop: Continuous Speculation for Accelerating Multi-Hop Retrieval Agents","version":1},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-05-22T06:50:06.933671Z"},"links":{"cited_paper":"/paper/2510.04371","citing_paper":"/paper/2605.21965"},"observation_digest":"sha256:be576ea8d6bee7318519a31d9bb51273e1bca944ec023eee96cc89df04839aac","observation_id":"62bd3f31-46e6-4c3d-9c6c-b6bd27fae14c","resolution":{"observed_at":"2026-05-22T06:51:11.407594Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"3465.123475","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":null,"venue":null,"work_id":"adcc3112-0675-4038-a755-782016a9733f","year":1991},"citing_paper":{"arxiv_id":"2605.21965","last_updated":"2026-05-21T03:55:47Z","snapshot_observed_at":"2026-07-06T23:32:20.708664Z","submitted_at":"2026-05-21T03:55:47Z","title":"SpecHop: Continuous Speculation for Accelerating Multi-Hop Retrieval Agents","version":1},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-05-22T06:50:06.933671Z"},"links":{"citing_paper":"/paper/2605.21965"},"observation_digest":"sha256:b508dc1ce18be6d3536424b0cd210e16d47587492118e0ef8bd758d659188cc6","observation_id":"55c43085-6f6e-4f37-865b-95816cedf750","resolution":{"observed_at":"2026-05-22T06:51:10.992037Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2504.04104","last_updated":"2025-08-29T09:07:22Z","snapshot_observed_at":"2026-07-06T21:04:48.029541Z","submitted_at":"2025-04-05T08:31:10Z","title":"SpecPipe: Accelerating Pipeline Parallelism-based LLM Inference with Speculative Decoding","version":2},"cited_work":{"arxiv_id":"2504.04104","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2504.04104","snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"No relevant information found","venue":null,"work_id":"530e4474-1cb3-4026-bac5-552d57988d36","year":2025},"citing_paper":{"arxiv_id":"2605.21965","last_updated":"2026-05-21T03:55:47Z","snapshot_observed_at":"2026-07-06T23:32:20.708664Z","submitted_at":"2026-05-21T03:55:47Z","title":"SpecHop: Continuous Speculation for Accelerating Multi-Hop Retrieval Agents","version":1},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-05-22T06:50:06.933671Z"},"links":{"cited_paper":"/paper/2504.04104","citing_paper":"/paper/2605.21965"},"observation_digest":"sha256:7364f87c23690845f0cdcafa3bc6ceba161d7b7777fd8ba492e5decb98a9baa1","observation_id":"4376ba95-a45a-4e31-8ebb-ef951c5be374","resolution":{"observed_at":"2026-05-22T06:51:11.378084Z","resolver_source":"arxiv_id","status":"malformed_identifier"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Which film has the director who was born earlier, Face Of A Fugitive or Cage Of Gold?","venue":null,"work_id":"c50dd54e-69bd-43ff-975b-72c1e19acefd","year":1925},"citing_paper":{"arxiv_id":"2605.21965","last_updated":"2026-05-21T03:55:47Z","snapshot_observed_at":"2026-07-06T23:32:20.708664Z","submitted_at":"2026-05-21T03:55:47Z","title":"SpecHop: Continuous Speculation for Accelerating Multi-Hop Retrieval Agents","version":1},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-05-22T06:50:06.933671Z"},"links":{"citing_paper":"/paper/2605.21965"},"observation_digest":"sha256:023e18dbe75cf105d48ad7dc221555d2c574c064ff402712370527fe7be2e478","observation_id":"30093e6f-28e5-49ab-9b98-00ab84d7231a","resolution":{"observed_at":"2026-05-22T06:51:11.835157Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":null,"venue":null,"work_id":"335c2533-fab4-441d-adaa-9b722d5b4533","year":null},"citing_paper":{"arxiv_id":"2605.21965","last_updated":"2026-05-21T03:55:47Z","snapshot_observed_at":"2026-07-06T23:32:20.708664Z","submitted_at":"2026-05-21T03:55:47Z","title":"SpecHop: Continuous Speculation for Accelerating Multi-Hop Retrieval Agents","version":1},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-05-22T06:50:06.933671Z"},"links":{"citing_paper":"/paper/2605.21965"},"observation_digest":"sha256:183b3a3229a07ab9df3460ca84eaa1a21ee9ba9f59d82a68b253cb1aae62f709","observation_id":"a8386f3e-ae27-4a01-a356-7e94518cfcca","resolution":{"observed_at":"2026-05-22T06:51:11.887600Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Main question: {question} Current subquestion: {subquestion} Search results: {search_snippets} Answer the current subquestion only using the search results","venue":null,"work_id":"578d3b0d-2c75-446c-a5c1-7e5eaad8e2d9","year":null},"citing_paper":{"arxiv_id":"2605.21965","last_updated":"2026-05-21T03:55:47Z","snapshot_observed_at":"2026-07-06T23:32:20.708664Z","submitted_at":"2026-05-21T03:55:47Z","title":"SpecHop: Continuous Speculation for Accelerating Multi-Hop Retrieval Agents","version":1},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-05-22T06:50:06.933671Z"},"links":{"citing_paper":"/paper/2605.21965"},"observation_digest":"sha256:883838809eb6fc2eafa91d350f4c291833592a26765ebbca64317a2b4e8a0f70","observation_id":"01c9b2ca-f12a-481a-b0f1-f76ebe7373d5","resolution":{"observed_at":"2026-05-22T06:51:11.839434Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"fast assistant","venue":null,"work_id":"fc9cae75-8007-446e-8422-9a135ec07619","year":null},"citing_paper":{"arxiv_id":"2605.21965","last_updated":"2026-05-21T03:55:47Z","snapshot_observed_at":"2026-07-06T23:32:20.708664Z","submitted_at":"2026-05-21T03:55:47Z","title":"SpecHop: Continuous Speculation for Accelerating Multi-Hop Retrieval Agents","version":1},"reference_index":42,"source":"pdf_text","source_observed_at":"2026-05-22T06:50:06.933671Z"},"links":{"citing_paper":"/paper/2605.21965"},"observation_digest":"sha256:8b5ab4286bd9c5e69f5ffcb04948d4f2f1efddca60c2c323cbe678e6ac351cc7","observation_id":"5657708d-f82a-41bf-981a-8c1f13d92a4d","resolution":{"observed_at":"2026-05-22T06:51:11.857591Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2605.21965","last_updated":"2026-05-21T03:55:47Z","latest_version":1,"primary_category":"cs.CL","snapshot_observed_at":"2026-07-06T23:32:20.708664Z","submitted_at":"2026-05-21T03:55:47Z","title":"SpecHop: Continuous Speculation for Accelerating Multi-Hop Retrieval Agents"},"reference_resolution":{"displayed":42,"state_counts":{"malformed_identifier":1,"metadata_mismatch":1,"parse_uncertain":1,"unresolved":2,"verified_exact":17,"verified_fuzzy":20},"total_outbound_references":42},"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":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"thesis":"As of 6 August 2026, this Paper Citation Record lists 42 of 42 outbound references and 0 inbound Pith citation observations for arXiv:2605.21965."}