{"as_of":"2026-08-08T04:30:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:312f2de8bd4fdc5d332bf73a4568da4b165910ba77d2b37be6deab34bd889730","coverage":[{"denominator":47,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":47,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-07T14:33:48.073665Z","state":"measured"},{"denominator":47,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":47,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-07T06:34:17.273281+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/2505.18483/citation-record","integrity":"/paper/2505.18483/integrity","json":"/paper/2505.18483/citation-record.json","paper":"/paper/2505.18483"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T14:33:56.196149Z","title":null,"venue":null,"work_id":"a0419683-bde5-4009-8a82-33853e81311f","year":2021},"citing_paper":{"arxiv_id":"2505.18483","last_updated":"2025-05-24T03:13:29Z","snapshot_observed_at":"2026-08-07T14:28:33.801734Z","submitted_at":"2025-05-24T03:13:29Z","title":"Retrieval Augmented Decision-Making: A Requirements-Driven, Multi-Criteria Framework for Structured Decision Support","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-07T14:33:43.145806Z"},"links":{"citing_paper":"/paper/2505.18483"},"observation_digest":"sha256:a84bd13bfe5d2430342a10378393d682e67f0f5296e454675c3d36b2a3dcfe46","observation_id":"47a99a38-c49f-4576-a7fa-801275441da6","resolution":{"observed_at":"2026-08-07T14:33:56.322106Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-07T14:33:55.996831Z","title":null,"venue":null,"work_id":"f0f2deea-1ed4-4ef8-81e6-70a49d76c248","year":2017},"citing_paper":{"arxiv_id":"2505.18483","last_updated":"2025-05-24T03:13:29Z","snapshot_observed_at":"2026-08-07T14:28:33.801734Z","submitted_at":"2025-05-24T03:13:29Z","title":"Retrieval Augmented Decision-Making: A Requirements-Driven, Multi-Criteria Framework for Structured Decision Support","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-07T14:33:43.280398Z"},"links":{"citing_paper":"/paper/2505.18483"},"observation_digest":"sha256:0e562f38fde2ba4cffd2154b1c20c2a8a8cc1c45b14d8a2e0b6451cf25846c24","observation_id":"21e40dd0-7902-42af-8710-8bd4c71de1c5","resolution":{"observed_at":"2026-08-07T14:33:56.100770Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-07T14:33:55.767899Z","title":"R., & Vanthienen, J","venue":null,"work_id":"c968d477-cdb6-47d5-a102-7749f3d2d7bc","year":2011},"citing_paper":{"arxiv_id":"2505.18483","last_updated":"2025-05-24T03:13:29Z","snapshot_observed_at":"2026-08-07T14:28:33.801734Z","submitted_at":"2025-05-24T03:13:29Z","title":"Retrieval Augmented Decision-Making: A Requirements-Driven, Multi-Criteria Framework for Structured Decision Support","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-07T14:33:43.488300Z"},"links":{"citing_paper":"/paper/2505.18483"},"observation_digest":"sha256:bc1afc73fcfbc8e45689acb7e9882b5d646ca94ab15359fc38fbd594ed556bee","observation_id":"ba026396-c6f5-4003-800d-dd353355aff1","resolution":{"observed_at":"2026-08-07T14:33:55.862854Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2406.12313","last_updated":"2024-06-18T06:35:56Z","snapshot_observed_at":"2026-08-07T22:36:19.965789Z","submitted_at":"2024-06-18T06:35:56Z","title":"A framework for developing a knowledge management platform","version":1},"cited_work":{"arxiv_id":"2406.12313","doi":null,"metadata_source":"pith","pith_arxiv_id":"2406.12313","snapshot_observed_at":"2026-08-07T14:33:48.737910Z","title":"A framework for developing a knowledge management platform","venue":"cs.DB","work_id":"1c1d81fb-2f3d-42ef-bd9b-a68c08e0a018","year":2024},"citing_paper":{"arxiv_id":"2505.18483","last_updated":"2025-05-24T03:13:29Z","snapshot_observed_at":"2026-08-07T14:28:33.801734Z","submitted_at":"2025-05-24T03:13:29Z","title":"Retrieval Augmented Decision-Making: A Requirements-Driven, Multi-Criteria Framework for Structured Decision Support","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-07T14:33:43.624600Z"},"links":{"cited_paper":"/paper/2406.12313","citing_paper":"/paper/2505.18483"},"observation_digest":"sha256:651c5e019ff8153eea560c525cad6fe91e9101aaa167ba8f8d305c6998a6aca9","observation_id":"1b06da0a-e5cf-4bd7-9c5f-2b7aac7dfe89","resolution":{"observed_at":"2026-08-07T14:33:48.807094Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2101.10726","last_updated":"2021-01-26T11:38:15Z","snapshot_observed_at":"2026-07-06T10:35:39.267828Z","submitted_at":"2021-01-26T11:38:15Z","title":"Regulatory Compliance through Doc2Doc Information Retrieval: A case study in EU/UK legislation where text similarity has limitations","version":1},"cited_work":{"arxiv_id":"2101.10726","doi":null,"metadata_source":"pith","pith_arxiv_id":"2101.10726","snapshot_observed_at":"2026-08-07T14:33:48.578274Z","title":"Regulatory Compliance through Doc2Doc Information Retrieval: A case study in EU/UK legislation where text similarity has limitations","venue":"cs.CL","work_id":"b7b62384-3b25-480d-8ff4-8b82e9dcbf0a","year":2021},"citing_paper":{"arxiv_id":"2505.18483","last_updated":"2025-05-24T03:13:29Z","snapshot_observed_at":"2026-08-07T14:28:33.801734Z","submitted_at":"2025-05-24T03:13:29Z","title":"Retrieval Augmented Decision-Making: A Requirements-Driven, Multi-Criteria Framework for Structured Decision Support","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-07T14:33:43.722590Z"},"links":{"cited_paper":"/paper/2101.10726","citing_paper":"/paper/2505.18483"},"observation_digest":"sha256:6bfa13f7ffa4b777142a9b09235efab9e946060829bb56cf7ebd59d865efdea0","observation_id":"2d749ad0-7590-442d-b6a0-0d29813752ad","resolution":{"observed_at":"2026-08-07T14:33:48.632893Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-07T14:33:55.495036Z","title":"G., & Medsker, L","venue":null,"work_id":"86f7d37f-4b92-4022-801f-3e72d778eb1d","year":2014},"citing_paper":{"arxiv_id":"2505.18483","last_updated":"2025-05-24T03:13:29Z","snapshot_observed_at":"2026-08-07T14:28:33.801734Z","submitted_at":"2025-05-24T03:13:29Z","title":"Retrieval Augmented Decision-Making: A Requirements-Driven, Multi-Criteria Framework for Structured Decision Support","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-07T14:33:43.836523Z"},"links":{"citing_paper":"/paper/2505.18483"},"observation_digest":"sha256:a545aeee13855dc6dc9b7c95a7756dcfe8a7596aec154a7b1c2d8729d7f793aa","observation_id":"80c3999c-d9f3-4440-a1c0-e9941ad29bca","resolution":{"observed_at":"2026-08-07T14:33:55.651571Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-07T14:33:55.258113Z","title":"(2024, October)","venue":null,"work_id":"34e6f38b-cb70-41b4-83c0-f8a58ffeadb9","year":2024},"citing_paper":{"arxiv_id":"2505.18483","last_updated":"2025-05-24T03:13:29Z","snapshot_observed_at":"2026-08-07T14:28:33.801734Z","submitted_at":"2025-05-24T03:13:29Z","title":"Retrieval Augmented Decision-Making: A Requirements-Driven, Multi-Criteria Framework for Structured Decision Support","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-07T14:33:43.960161Z"},"links":{"citing_paper":"/paper/2505.18483"},"observation_digest":"sha256:e2eb3edf491566a8c096cf9947c9ed24ce956d1d5fc00eed6c7ed6442ce467fd","observation_id":"82947456-fe5f-4e92-a124-19ddd395bf12","resolution":{"observed_at":"2026-08-07T14:33:55.390591Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-07T14:33:55.011180Z","title":"H., Jin, L., Elangovan, K., Abdullah, H","venue":null,"work_id":"e2a446e0-c837-401f-8d75-fdfdf413f943","year":2025},"citing_paper":{"arxiv_id":"2505.18483","last_updated":"2025-05-24T03:13:29Z","snapshot_observed_at":"2026-08-07T14:28:33.801734Z","submitted_at":"2025-05-24T03:13:29Z","title":"Retrieval Augmented Decision-Making: A Requirements-Driven, Multi-Criteria Framework for Structured Decision Support","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-07T14:33:44.065235Z"},"links":{"citing_paper":"/paper/2505.18483"},"observation_digest":"sha256:3d7e91cc291bada560b4b4f5c2b2b0f4c24ad869141268a6686bf6c6fedbfff7","observation_id":"cc674378-318c-4603-9394-b4204221dc89","resolution":{"observed_at":"2026-08-07T14:33:55.146254Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2404.16130","last_updated":"2025-02-19T10:49:41Z","snapshot_observed_at":"2026-07-06T18:05:11.700127Z","submitted_at":"2024-04-24T18:38:11Z","title":"From Local to Global: A Graph RAG Approach to Query-Focused Summarization","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2404.16130","snapshot_observed_at":"2026-08-07T14:33:44.211876Z","title":"& Larson, J","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.18483","last_updated":"2025-05-24T03:13:29Z","snapshot_observed_at":"2026-08-07T14:28:33.801734Z","submitted_at":"2025-05-24T03:13:29Z","title":"Retrieval Augmented Decision-Making: A Requirements-Driven, Multi-Criteria Framework for Structured Decision Support","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-07T14:33:44.211876Z"},"links":{"cited_paper":"/paper/2404.16130","citing_paper":"/paper/2505.18483"},"observation_digest":"sha256:a1e1392a2354c6850dd516f3165693a9077c32a9cb233f3633535afa7544879b","observation_id":"5be59bb7-088b-4826-a9b1-edfb8b6d7d9e","resolution":{"observed_at":"2026-08-07T14:33:44.211876Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T14:33:54.842777Z","title":"(2025, April)","venue":null,"work_id":"25164414-1729-4714-ab43-bb6c06f29903","year":2025},"citing_paper":{"arxiv_id":"2505.18483","last_updated":"2025-05-24T03:13:29Z","snapshot_observed_at":"2026-08-07T14:28:33.801734Z","submitted_at":"2025-05-24T03:13:29Z","title":"Retrieval Augmented Decision-Making: A Requirements-Driven, Multi-Criteria Framework for Structured Decision Support","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-07T14:33:44.270305Z"},"links":{"citing_paper":"/paper/2505.18483"},"observation_digest":"sha256:b5fe8d5f72ab8456e28c73d669d86d36739a78bd325c888c5c895c447203c122","observation_id":"9bbdfad9-02e5-4718-900f-eda5cf68b3d5","resolution":{"observed_at":"2026-08-07T14:33:54.927053Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2312.10997","last_updated":"2024-03-27T09:16:57Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2023-12-18T07:47:33Z","title":"Retrieval-Augmented Generation for Large Language Models: A Survey","version":5},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2312.10997","snapshot_observed_at":"2026-08-07T14:33:44.417924Z","title":"& Wang, H","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2505.18483","last_updated":"2025-05-24T03:13:29Z","snapshot_observed_at":"2026-08-07T14:28:33.801734Z","submitted_at":"2025-05-24T03:13:29Z","title":"Retrieval Augmented Decision-Making: A Requirements-Driven, Multi-Criteria Framework for Structured Decision Support","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-07T14:33:44.417924Z"},"links":{"cited_paper":"/paper/2312.10997","citing_paper":"/paper/2505.18483"},"observation_digest":"sha256:de3ed785ed742ee4491a3bd1f4aadd6e4d22c14d4d20c8b5b80b84783396b37d","observation_id":"b78fb31c-7516-4a49-b985-8e26235e9e99","resolution":{"observed_at":"2026-08-07T14:33:44.417924Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T14:33:54.670572Z","title":"& Seifert, C","venue":null,"work_id":"597d728f-178a-4d25-a590-72fdcc060094","year":2023},"citing_paper":{"arxiv_id":"2505.18483","last_updated":"2025-05-24T03:13:29Z","snapshot_observed_at":"2026-08-07T14:28:33.801734Z","submitted_at":"2025-05-24T03:13:29Z","title":"Retrieval Augmented Decision-Making: A Requirements-Driven, Multi-Criteria Framework for Structured Decision Support","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-07T14:33:44.525294Z"},"links":{"citing_paper":"/paper/2505.18483"},"observation_digest":"sha256:09d329c607c0133249a3c417b1acaebe53ef88bf2ecf8bf9e2068afc8430a84b","observation_id":"840938a8-2f7e-4b56-b4fd-32d6deab7cb5","resolution":{"observed_at":"2026-08-07T14:33:54.762700Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-07T14:33:54.423554Z","title":null,"venue":null,"work_id":"62773043-1cbb-49a1-a788-e3d6dc3c49d2","year":2021},"citing_paper":{"arxiv_id":"2505.18483","last_updated":"2025-05-24T03:13:29Z","snapshot_observed_at":"2026-08-07T14:28:33.801734Z","submitted_at":"2025-05-24T03:13:29Z","title":"Retrieval Augmented Decision-Making: A Requirements-Driven, Multi-Criteria Framework for Structured Decision Support","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-07T14:33:44.608545Z"},"links":{"citing_paper":"/paper/2505.18483"},"observation_digest":"sha256:cfa68c0dbb4032a156af2642b9530581315d8d1cb91983b27124d3bc06abc709","observation_id":"74e9858e-ff09-47c2-b38e-bd0982eef513","resolution":{"observed_at":"2026-08-07T14:33:54.547414Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-07T14:33:54.171398Z","title":null,"venue":null,"work_id":"8a741ab8-812b-4efc-849e-37a15bdfdcdd","year":2021},"citing_paper":{"arxiv_id":"2505.18483","last_updated":"2025-05-24T03:13:29Z","snapshot_observed_at":"2026-08-07T14:28:33.801734Z","submitted_at":"2025-05-24T03:13:29Z","title":"Retrieval Augmented Decision-Making: A Requirements-Driven, Multi-Criteria Framework for Structured Decision Support","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-07T14:33:44.740253Z"},"links":{"citing_paper":"/paper/2505.18483"},"observation_digest":"sha256:4bcf073a2bec56967304d0cc7b102a08d58d88b54fbcca4d844a00e80d69c99b","observation_id":"cc3aa1cd-6634-40e6-86ab-c894cf7ee747","resolution":{"observed_at":"2026-08-07T14:33:54.272482Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2501.14634","last_updated":"2025-01-24T16:53:37Z","snapshot_observed_at":"2026-07-06T20:25:40.715105Z","submitted_at":"2025-01-24T16:53:37Z","title":"Recommending Actionable Strategies: A Semantic Approach to Integrating Analytical Frameworks with Decision Heuristics","version":1},"cited_work":{"arxiv_id":"2501.14634","doi":null,"metadata_source":"pith","pith_arxiv_id":"2501.14634","snapshot_observed_at":"2026-08-07T14:33:48.422216Z","title":"Recommending Actionable Strategies: A Semantic Approach to Integrating Analytical Frameworks with Decision Heuristics","venue":"cs.AI","work_id":"a04b9795-22ee-4b69-bf8d-a05d78f093c5","year":2025},"citing_paper":{"arxiv_id":"2505.18483","last_updated":"2025-05-24T03:13:29Z","snapshot_observed_at":"2026-08-07T14:28:33.801734Z","submitted_at":"2025-05-24T03:13:29Z","title":"Retrieval Augmented Decision-Making: A Requirements-Driven, Multi-Criteria Framework for Structured Decision Support","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-07T14:33:44.858364Z"},"links":{"cited_paper":"/paper/2501.14634","citing_paper":"/paper/2505.18483"},"observation_digest":"sha256:038dafc81e10e075822036192aae3c1ae79f38b222b78a8ed9161bc3817824c4","observation_id":"ebe71e76-9489-4744-95c6-cddc2c6c8ebb","resolution":{"observed_at":"2026-08-07T14:33:48.472849Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-07T14:33:54.018774Z","title":"S., & Kumar, S","venue":null,"work_id":"8be71b7f-6faf-48b6-80ad-df9fcce35989","year":2006},"citing_paper":{"arxiv_id":"2505.18483","last_updated":"2025-05-24T03:13:29Z","snapshot_observed_at":"2026-08-07T14:28:33.801734Z","submitted_at":"2025-05-24T03:13:29Z","title":"Retrieval Augmented Decision-Making: A Requirements-Driven, Multi-Criteria Framework for Structured Decision Support","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-07T14:33:44.948806Z"},"links":{"citing_paper":"/paper/2505.18483"},"observation_digest":"sha256:31528d36547694acd9579f04bcce9f706dddf0ed90eeefab5430a893760a0731","observation_id":"7b453c03-ce95-48cc-b96c-29ace9fc831f","resolution":{"observed_at":"2026-08-07T14:33:54.084227Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-07T14:33:53.757292Z","title":null,"venue":null,"work_id":"490624e9-b670-430a-9180-d9123714a3ef","year":1987},"citing_paper":{"arxiv_id":"2505.18483","last_updated":"2025-05-24T03:13:29Z","snapshot_observed_at":"2026-08-07T14:28:33.801734Z","submitted_at":"2025-05-24T03:13:29Z","title":"Retrieval Augmented Decision-Making: A Requirements-Driven, Multi-Criteria Framework for Structured Decision Support","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-07T14:33:45.066604Z"},"links":{"citing_paper":"/paper/2505.18483"},"observation_digest":"sha256:8edbfe8a430f43cabb8a3a46c78f4a506b85f5f5f221f66ae3bbe5a1b490388b","observation_id":"d935bc97-63a7-46f2-8cf2-e44d6d101af4","resolution":{"observed_at":"2026-08-07T14:33:53.908279Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-07T14:33:53.562110Z","title":null,"venue":null,"work_id":"caf66216-75ff-429c-b5b0-dc50e66c9671","year":2013},"citing_paper":{"arxiv_id":"2505.18483","last_updated":"2025-05-24T03:13:29Z","snapshot_observed_at":"2026-08-07T14:28:33.801734Z","submitted_at":"2025-05-24T03:13:29Z","title":"Retrieval Augmented Decision-Making: A Requirements-Driven, Multi-Criteria Framework for Structured Decision Support","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-07T14:33:45.192207Z"},"links":{"citing_paper":"/paper/2505.18483"},"observation_digest":"sha256:f2013adcdfbee46fa339494e3b3f4d6ab05a3097401f6aac102c52cc21e8417f","observation_id":"494613fa-cd93-4081-af03-58fd855a4be2","resolution":{"observed_at":"2026-08-07T14:33:53.634715Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-07T14:33:53.355892Z","title":null,"venue":null,"work_id":"fec71141-e48e-4eb2-8210-a4f736e69b5e","year":2020},"citing_paper":{"arxiv_id":"2505.18483","last_updated":"2025-05-24T03:13:29Z","snapshot_observed_at":"2026-08-07T14:28:33.801734Z","submitted_at":"2025-05-24T03:13:29Z","title":"Retrieval Augmented Decision-Making: A Requirements-Driven, Multi-Criteria Framework for Structured Decision Support","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-07T14:33:45.329693Z"},"links":{"citing_paper":"/paper/2505.18483"},"observation_digest":"sha256:97829d77b6b0182df887808d6ff63d12a279de1ebca1824100ba210120907a79","observation_id":"1a73928c-a7b4-430d-8bbd-5d013d97a3b4","resolution":{"observed_at":"2026-08-07T14:33:53.467649Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-07T14:33:53.057876Z","title":"(2024, May)","venue":null,"work_id":"4c0e2d41-4eba-4089-ac54-5e149ff75153","year":2024},"citing_paper":{"arxiv_id":"2505.18483","last_updated":"2025-05-24T03:13:29Z","snapshot_observed_at":"2026-08-07T14:28:33.801734Z","submitted_at":"2025-05-24T03:13:29Z","title":"Retrieval Augmented Decision-Making: A Requirements-Driven, Multi-Criteria Framework for Structured Decision Support","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-07T14:33:45.445152Z"},"links":{"citing_paper":"/paper/2505.18483"},"observation_digest":"sha256:60d5de977ed7acbce94bbbb215dd8de4b5e3e859a07b389cc04006b1ecb81efd","observation_id":"4668d601-95a9-43a6-804e-ee0113e2aca9","resolution":{"observed_at":"2026-08-07T14:33:53.157288Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-07T14:33:52.801449Z","title":"M., Ng, A","venue":null,"work_id":"7459c3b2-8b89-4148-82de-3fae5c5eb480","year":2003},"citing_paper":{"arxiv_id":"2505.18483","last_updated":"2025-05-24T03:13:29Z","snapshot_observed_at":"2026-08-07T14:28:33.801734Z","submitted_at":"2025-05-24T03:13:29Z","title":"Retrieval Augmented Decision-Making: A Requirements-Driven, Multi-Criteria Framework for Structured Decision Support","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-07T14:33:45.540494Z"},"links":{"citing_paper":"/paper/2505.18483"},"observation_digest":"sha256:0c07bd2ad2f76d83e699f9181ba93979458a0e5c9753401ae0476e1f913fde71","observation_id":"896e87af-e8b8-4852-a577-35731a5456e2","resolution":{"observed_at":"2026-08-07T14:33:52.939154Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"1301.3781","last_updated":"2013-09-07T00:30:40Z","snapshot_observed_at":"2026-07-06T03:04:11.148340Z","submitted_at":"2013-01-16T18:24:43Z","title":"Efficient Estimation of Word Representations in Vector Space","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1301.3781","snapshot_observed_at":"2026-08-07T14:33:45.661197Z","title":null,"venue":null,"work_id":null,"year":2013},"citing_paper":{"arxiv_id":"2505.18483","last_updated":"2025-05-24T03:13:29Z","snapshot_observed_at":"2026-08-07T14:28:33.801734Z","submitted_at":"2025-05-24T03:13:29Z","title":"Retrieval Augmented Decision-Making: A Requirements-Driven, Multi-Criteria Framework for Structured Decision Support","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-07T14:33:45.661197Z"},"links":{"cited_paper":"/paper/1301.3781","citing_paper":"/paper/2505.18483"},"observation_digest":"sha256:d348dcb922d43c516411a945723e4ca73c6fb3a6acce719ead5f88634c248894","observation_id":"04ff761c-2c8f-429f-a9c1-02dc9d729594","resolution":{"observed_at":"2026-08-07T14:33:45.661197Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T14:33:52.512022Z","title":null,"venue":null,"work_id":"ec33eb91-11c7-45cf-bbab-c84aa1de4d72","year":2024},"citing_paper":{"arxiv_id":"2505.18483","last_updated":"2025-05-24T03:13:29Z","snapshot_observed_at":"2026-08-07T14:28:33.801734Z","submitted_at":"2025-05-24T03:13:29Z","title":"Retrieval Augmented Decision-Making: A Requirements-Driven, Multi-Criteria Framework for Structured Decision Support","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-07T14:33:45.766401Z"},"links":{"citing_paper":"/paper/2505.18483"},"observation_digest":"sha256:761bc313184fb341079667e4954d4269742a89a80e3d0858016fcbca4135c31c","observation_id":"e5464ec0-fc73-41a2-8c1b-aa68efcc70a3","resolution":{"observed_at":"2026-08-07T14:33:52.635096Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-07T14:33:52.266613Z","title":null,"venue":null,"work_id":"99ba746e-8f03-4fc5-a82b-526032bd7230","year":1969},"citing_paper":{"arxiv_id":"2505.18483","last_updated":"2025-05-24T03:13:29Z","snapshot_observed_at":"2026-08-07T14:28:33.801734Z","submitted_at":"2025-05-24T03:13:29Z","title":"Retrieval Augmented Decision-Making: A Requirements-Driven, Multi-Criteria Framework for Structured Decision Support","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-07T14:33:45.843582Z"},"links":{"citing_paper":"/paper/2505.18483"},"observation_digest":"sha256:5a5258912971f0aa4628ad35a6d8bad9fb6b53d886a916f5fdae2537b987703f","observation_id":"838a741a-c648-4f8c-8fa6-1d06552b8993","resolution":{"observed_at":"2026-08-07T14:33:52.382559Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-07T14:33:52.025939Z","title":"N., & Scheines, R","venue":null,"work_id":"60f19cba-d0c9-45a5-8a5a-b7e2bc58fd75","year":2000},"citing_paper":{"arxiv_id":"2505.18483","last_updated":"2025-05-24T03:13:29Z","snapshot_observed_at":"2026-08-07T14:28:33.801734Z","submitted_at":"2025-05-24T03:13:29Z","title":"Retrieval Augmented Decision-Making: A Requirements-Driven, Multi-Criteria Framework for Structured Decision Support","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-07T14:33:45.969916Z"},"links":{"citing_paper":"/paper/2505.18483"},"observation_digest":"sha256:8eaca3d386a548882c2120e16d53e89ef83c4435b87deef079d0afa889e2e6fe","observation_id":"9a27f762-5dfc-4afe-947a-f7c14ebdc31d","resolution":{"observed_at":"2026-08-07T14:33:52.176315Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-07T14:33:51.818820Z","title":"G., & de Andrade Lopes, A","venue":null,"work_id":"68cc921d-f86e-48de-82d9-6277396adbfa","year":2022},"citing_paper":{"arxiv_id":"2505.18483","last_updated":"2025-05-24T03:13:29Z","snapshot_observed_at":"2026-08-07T14:28:33.801734Z","submitted_at":"2025-05-24T03:13:29Z","title":"Retrieval Augmented Decision-Making: A Requirements-Driven, Multi-Criteria Framework for Structured Decision Support","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-07T14:33:46.110204Z"},"links":{"citing_paper":"/paper/2505.18483"},"observation_digest":"sha256:7f819e316ddd27d984bcdac90acbc89125017868fead8fa6e51ef16ca0b026b7","observation_id":"7cd39be4-b385-48f1-b0f9-49f702f00984","resolution":{"observed_at":"2026-08-07T14:33:51.924013Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2501.11551","last_updated":"2025-03-12T05:09:10Z","snapshot_observed_at":"2026-07-06T20:23:27.060903Z","submitted_at":"2025-01-20T15:39:39Z","title":"PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2501.11551","snapshot_observed_at":"2026-08-07T14:33:46.182750Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2505.18483","last_updated":"2025-05-24T03:13:29Z","snapshot_observed_at":"2026-08-07T14:28:33.801734Z","submitted_at":"2025-05-24T03:13:29Z","title":"Retrieval Augmented Decision-Making: A Requirements-Driven, Multi-Criteria Framework for Structured Decision Support","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-07T14:33:46.182750Z"},"links":{"cited_paper":"/paper/2501.11551","citing_paper":"/paper/2505.18483"},"observation_digest":"sha256:f29555b82520106354ee0be8ee9cee0ca1135cf8139ccb93ee699f1f6d747ade","observation_id":"aec9baa8-43d1-4878-ae35-90ec01573d24","resolution":{"observed_at":"2026-08-07T14:33:46.182750Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2409.13731","last_updated":"2024-09-26T16:34:35Z","snapshot_observed_at":"2026-07-06T19:18:53.582890Z","submitted_at":"2024-09-10T02:00:28Z","title":"KAG: Boosting LLMs in Professional Domains via Knowledge Augmented Generation","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2409.13731","snapshot_observed_at":"2026-08-07T14:33:46.289597Z","title":"& Zhou, J","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.18483","last_updated":"2025-05-24T03:13:29Z","snapshot_observed_at":"2026-08-07T14:28:33.801734Z","submitted_at":"2025-05-24T03:13:29Z","title":"Retrieval Augmented Decision-Making: A Requirements-Driven, Multi-Criteria Framework for Structured Decision Support","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-07T14:33:46.289597Z"},"links":{"cited_paper":"/paper/2409.13731","citing_paper":"/paper/2505.18483"},"observation_digest":"sha256:7fdc259941bd3787924dfb6183d23ebce62bc62b485a97ab5badf8f23fc9aed1","observation_id":"2b9974ca-8cdb-4433-a785-9caf98a3cad7","resolution":{"observed_at":"2026-08-07T14:33:46.289597Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T14:33:51.561025Z","title":null,"venue":null,"work_id":"73561fea-9c82-44a6-b78e-82dc59f93d96","year":2008},"citing_paper":{"arxiv_id":"2505.18483","last_updated":"2025-05-24T03:13:29Z","snapshot_observed_at":"2026-08-07T14:28:33.801734Z","submitted_at":"2025-05-24T03:13:29Z","title":"Retrieval Augmented Decision-Making: A Requirements-Driven, Multi-Criteria Framework for Structured Decision Support","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-07T14:33:46.410815Z"},"links":{"citing_paper":"/paper/2505.18483"},"observation_digest":"sha256:b8dfa0012045a7c61c71fd36c1a7d06b92b1007fe683a4c12a1c977b02b24b24","observation_id":"df8b9508-9483-44b5-acb5-f405da7dca82","resolution":{"observed_at":"2026-08-07T14:33:51.672866Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-07T14:33:51.344481Z","title":null,"venue":null,"work_id":"db312130-ab30-4676-8a57-e150a97efeda","year":2012},"citing_paper":{"arxiv_id":"2505.18483","last_updated":"2025-05-24T03:13:29Z","snapshot_observed_at":"2026-08-07T14:28:33.801734Z","submitted_at":"2025-05-24T03:13:29Z","title":"Retrieval Augmented Decision-Making: A Requirements-Driven, Multi-Criteria Framework for Structured Decision Support","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-07T14:33:46.525226Z"},"links":{"citing_paper":"/paper/2505.18483"},"observation_digest":"sha256:8a075a53750498503fbbd91721779f9a8d10306d84a63108f7195666ba71c775","observation_id":"0c54a23a-fab9-4b71-b3bd-268f3beb0f9f","resolution":{"observed_at":"2026-08-07T14:33:51.449853Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-07T14:33:51.119715Z","title":"A., Escobar, J","venue":null,"work_id":"ef9df221-7cfa-4c34-8a08-116839b5a414","year":2021},"citing_paper":{"arxiv_id":"2505.18483","last_updated":"2025-05-24T03:13:29Z","snapshot_observed_at":"2026-08-07T14:28:33.801734Z","submitted_at":"2025-05-24T03:13:29Z","title":"Retrieval Augmented Decision-Making: A Requirements-Driven, Multi-Criteria Framework for Structured Decision Support","version":1},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-07T14:33:46.608110Z"},"links":{"citing_paper":"/paper/2505.18483"},"observation_digest":"sha256:f95ca7f6585d5a708b54ea49cec4042d6f60b8ac76f6837e9ca47f8f0c15d4ee","observation_id":"42a58fce-66be-4857-95d0-2ddc87a31eff","resolution":{"observed_at":"2026-08-07T14:33:51.235126Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-07T14:33:50.897835Z","title":null,"venue":null,"work_id":"a90cf20d-eb5d-4747-80b4-356030d829c6","year":2023},"citing_paper":{"arxiv_id":"2505.18483","last_updated":"2025-05-24T03:13:29Z","snapshot_observed_at":"2026-08-07T14:28:33.801734Z","submitted_at":"2025-05-24T03:13:29Z","title":"Retrieval Augmented Decision-Making: A Requirements-Driven, Multi-Criteria Framework for Structured Decision Support","version":1},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-08-07T14:33:46.732140Z"},"links":{"citing_paper":"/paper/2505.18483"},"observation_digest":"sha256:c99dfc0c5d990b006abd4d88eb82e24e7cdbdfcc685d6bbd87b8a6a36eec47ea","observation_id":"a147d338-cd9e-4f2e-aebb-b49d7cb2a98c","resolution":{"observed_at":"2026-08-07T14:33:51.018283Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-07T14:33:50.577267Z","title":null,"venue":null,"work_id":"734cacbd-3070-4410-9067-73fbc065f03b","year":2011},"citing_paper":{"arxiv_id":"2505.18483","last_updated":"2025-05-24T03:13:29Z","snapshot_observed_at":"2026-08-07T14:28:33.801734Z","submitted_at":"2025-05-24T03:13:29Z","title":"Retrieval Augmented Decision-Making: A Requirements-Driven, Multi-Criteria Framework for Structured Decision Support","version":1},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-08-07T14:33:46.809107Z"},"links":{"citing_paper":"/paper/2505.18483"},"observation_digest":"sha256:2a98fe1f346c487b6dbaadcce08dc3194a59933560c6266d67f0ed445085859c","observation_id":"2b0bf24a-9c93-4289-a88a-2f0fe809d8d4","resolution":{"observed_at":"2026-08-07T14:33:50.735279Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-07T14:33:50.185898Z","title":"(2025, January)","venue":null,"work_id":"ff8decdb-a1e6-4626-88a1-73099c247a45","year":2025},"citing_paper":{"arxiv_id":"2505.18483","last_updated":"2025-05-24T03:13:29Z","snapshot_observed_at":"2026-08-07T14:28:33.801734Z","submitted_at":"2025-05-24T03:13:29Z","title":"Retrieval Augmented Decision-Making: A Requirements-Driven, Multi-Criteria Framework for Structured Decision Support","version":1},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-08-07T14:33:46.944107Z"},"links":{"citing_paper":"/paper/2505.18483"},"observation_digest":"sha256:79864d99d6fa33429ab4b08c2fe3ce1c3f2fe5e8c1074d7da2ca8dc07c936dcf","observation_id":"5d9327e9-6410-4d87-9b9a-bc258068b84f","resolution":{"observed_at":"2026-08-07T14:33:50.435264Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-07T14:33:50.001191Z","title":"S., Ceder, G.,","venue":null,"work_id":"c1f3a0c7-6645-4437-a74d-0e71fb44d656","year":2024},"citing_paper":{"arxiv_id":"2505.18483","last_updated":"2025-05-24T03:13:29Z","snapshot_observed_at":"2026-08-07T14:28:33.801734Z","submitted_at":"2025-05-24T03:13:29Z","title":"Retrieval Augmented Decision-Making: A Requirements-Driven, Multi-Criteria Framework for Structured Decision Support","version":1},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-08-07T14:33:46.997561Z"},"links":{"citing_paper":"/paper/2505.18483"},"observation_digest":"sha256:9c4f33e4faa7dd9d0fb919a3b75dd9fc9145bc8feecb68d1f3118e457348e2f2","observation_id":"6e744bd2-16e9-4ec2-ad79-b9d5cee42d70","resolution":{"observed_at":"2026-08-07T14:33:50.062730Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-07T14:33:49.854023Z","title":"& Kiela, D","venue":null,"work_id":"1791df32-2ab0-41ac-808e-17e5f012b6e4","year":2020},"citing_paper":{"arxiv_id":"2505.18483","last_updated":"2025-05-24T03:13:29Z","snapshot_observed_at":"2026-08-07T14:28:33.801734Z","submitted_at":"2025-05-24T03:13:29Z","title":"Retrieval Augmented Decision-Making: A Requirements-Driven, Multi-Criteria Framework for Structured Decision Support","version":1},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-08-07T14:33:47.092367Z"},"links":{"citing_paper":"/paper/2505.18483"},"observation_digest":"sha256:ee622b8c03dc817acb2ea32c7de401a9448704694e153b0ac9d5a2dd6e5e2d0d","observation_id":"f321ea4c-bec8-4796-a811-2d690ce6117d","resolution":{"observed_at":"2026-08-07T14:33:49.932038Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-07T14:33:49.709261Z","title":"& Zhang, N","venue":null,"work_id":"6a8ca107-4017-4ad9-bf5b-11d7afa1d690","year":2024},"citing_paper":{"arxiv_id":"2505.18483","last_updated":"2025-05-24T03:13:29Z","snapshot_observed_at":"2026-08-07T14:28:33.801734Z","submitted_at":"2025-05-24T03:13:29Z","title":"Retrieval Augmented Decision-Making: A Requirements-Driven, Multi-Criteria Framework for Structured Decision Support","version":1},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-08-07T14:33:47.152559Z"},"links":{"citing_paper":"/paper/2505.18483"},"observation_digest":"sha256:aeb70e3ed26f894ac956671933f8dd7681548c6095a0a57a0a9c6d397f53059f","observation_id":"a5e5d153-99e3-4ede-a51c-4d78b2937c5a","resolution":{"observed_at":"2026-08-07T14:33:49.786534Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2411.14033","last_updated":"2024-12-28T12:48:11Z","snapshot_observed_at":"2026-07-06T19:53:38.888574Z","submitted_at":"2024-11-21T11:36:29Z","title":"LLM-based Multi-Agent Systems: Techniques and Business Perspectives","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2411.14033","snapshot_observed_at":"2026-08-07T14:33:47.209410Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.18483","last_updated":"2025-05-24T03:13:29Z","snapshot_observed_at":"2026-08-07T14:28:33.801734Z","submitted_at":"2025-05-24T03:13:29Z","title":"Retrieval Augmented Decision-Making: A Requirements-Driven, Multi-Criteria Framework for Structured Decision Support","version":1},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-08-07T14:33:47.209410Z"},"links":{"cited_paper":"/paper/2411.14033","citing_paper":"/paper/2505.18483"},"observation_digest":"sha256:6ed50d75f57745e60f79c1d401ae43b96c1862a2cea9912f7f9a2aacc1d9e1ee","observation_id":"7ce4b486-c86a-4a32-b518-1c28dbc568ee","resolution":{"observed_at":"2026-08-07T14:33:47.209410Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T14:33:49.564179Z","title":null,"venue":null,"work_id":"5caee72e-8056-4eee-b5e0-651f56ce647e","year":2024},"citing_paper":{"arxiv_id":"2505.18483","last_updated":"2025-05-24T03:13:29Z","snapshot_observed_at":"2026-08-07T14:28:33.801734Z","submitted_at":"2025-05-24T03:13:29Z","title":"Retrieval Augmented Decision-Making: A Requirements-Driven, Multi-Criteria Framework for Structured Decision Support","version":1},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-08-07T14:33:47.276126Z"},"links":{"citing_paper":"/paper/2505.18483"},"observation_digest":"sha256:7ef5a33a075ae4348bcc06b601701be9d36f13874b2a31be51a97df448e13b24","observation_id":"d76bc597-263d-4d33-bf35-2fe2adbbb5f2","resolution":{"observed_at":"2026-08-07T14:33:49.643985Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2409.04701","last_updated":"2025-07-07T17:49:51Z","snapshot_observed_at":"2026-07-06T19:11:53.766902Z","submitted_at":"2024-09-07T03:54:46Z","title":"Late Chunking: Contextual Chunk Embeddings Using Long-Context Embedding Models","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2409.04701","snapshot_observed_at":"2026-08-07T14:33:47.334689Z","title":"J., Wang, B., & Xiao, H","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.18483","last_updated":"2025-05-24T03:13:29Z","snapshot_observed_at":"2026-08-07T14:28:33.801734Z","submitted_at":"2025-05-24T03:13:29Z","title":"Retrieval Augmented Decision-Making: A Requirements-Driven, Multi-Criteria Framework for Structured Decision Support","version":1},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-08-07T14:33:47.334689Z"},"links":{"cited_paper":"/paper/2409.04701","citing_paper":"/paper/2505.18483"},"observation_digest":"sha256:d9cba91dfd9b05ff0213444e5c00f017ae590a1c36ba2e5c913f46aeaf9eafa4","observation_id":"607289d1-7d14-491a-a40a-0a6d3615de11","resolution":{"observed_at":"2026-08-07T14:33:47.334689Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T14:33:49.459314Z","title":"F., Bahroun, Z., & Basheer, N","venue":null,"work_id":"29911540-ee55-47f2-b46b-f0461e899b8d","year":2023},"citing_paper":{"arxiv_id":"2505.18483","last_updated":"2025-05-24T03:13:29Z","snapshot_observed_at":"2026-08-07T14:28:33.801734Z","submitted_at":"2025-05-24T03:13:29Z","title":"Retrieval Augmented Decision-Making: A Requirements-Driven, Multi-Criteria Framework for Structured Decision Support","version":1},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-08-07T14:33:47.442123Z"},"links":{"citing_paper":"/paper/2505.18483"},"observation_digest":"sha256:bb943a368f0260ece18c8a8433782b5d29dcf34e22653b5649cc2e656e9f1e5f","observation_id":"6fb19eb7-669c-47d3-ba88-21b9ff46689c","resolution":{"observed_at":"2026-08-07T14:33:49.508199Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2403.20322","last_updated":"2024-05-19T15:07:07Z","snapshot_observed_at":"2026-08-08T01:55:27.314882Z","submitted_at":"2024-03-29T17:50:28Z","title":"Towards a Framework for Evaluating Explanations in Automated Fact Verification","version":2},"cited_work":{"arxiv_id":"2403.20322","doi":null,"metadata_source":"pith","pith_arxiv_id":"2403.20322","snapshot_observed_at":"2026-08-07T14:33:48.218722Z","title":"Towards a Framework for Evaluating Explanations in Automated Fact Verification","venue":"cs.CL","work_id":"5189c0b2-42f1-4503-b196-5a474de52dcc","year":2024},"citing_paper":{"arxiv_id":"2505.18483","last_updated":"2025-05-24T03:13:29Z","snapshot_observed_at":"2026-08-07T14:28:33.801734Z","submitted_at":"2025-05-24T03:13:29Z","title":"Retrieval Augmented Decision-Making: A Requirements-Driven, Multi-Criteria Framework for Structured Decision Support","version":1},"reference_index":42,"source":"pdf_text","source_observed_at":"2026-08-07T14:33:47.532662Z"},"links":{"cited_paper":"/paper/2403.20322","citing_paper":"/paper/2505.18483"},"observation_digest":"sha256:d9b5f15c657405d04fb876f8543f7b6e0fc4a5e1e6cc0b8a395c68bbad6c0bb8","observation_id":"45990ff1-69f6-4fcd-addb-61dbcf2c6287","resolution":{"observed_at":"2026-08-07T14:33:48.235681Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2304.10703","last_updated":"2023-11-30T23:33:07Z","snapshot_observed_at":"2026-08-04T12:27:12.584527Z","submitted_at":"2023-04-21T02:19:06Z","title":"ReCEval: Evaluating Reasoning Chains via Correctness and Informativeness","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2304.10703","snapshot_observed_at":"2026-08-07T14:33:47.710576Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2505.18483","last_updated":"2025-05-24T03:13:29Z","snapshot_observed_at":"2026-08-07T14:28:33.801734Z","submitted_at":"2025-05-24T03:13:29Z","title":"Retrieval Augmented Decision-Making: A Requirements-Driven, Multi-Criteria Framework for Structured Decision Support","version":1},"reference_index":43,"source":"pdf_text","source_observed_at":"2026-08-07T14:33:47.710576Z"},"links":{"cited_paper":"/paper/2304.10703","citing_paper":"/paper/2505.18483"},"observation_digest":"sha256:368a395500963075b819616c87b5684c35c61cee4211fb52612b674104afa393","observation_id":"818a946b-3f6c-4f31-a07f-6200ea3d67e2","resolution":{"observed_at":"2026-08-07T14:33:47.710576Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T14:33:49.303590Z","title":null,"venue":null,"work_id":"a2ef418a-e484-453a-9545-e7f32b7492b5","year":2023},"citing_paper":{"arxiv_id":"2505.18483","last_updated":"2025-05-24T03:13:29Z","snapshot_observed_at":"2026-08-07T14:28:33.801734Z","submitted_at":"2025-05-24T03:13:29Z","title":"Retrieval Augmented Decision-Making: A Requirements-Driven, Multi-Criteria Framework for Structured Decision Support","version":1},"reference_index":44,"source":"pdf_text","source_observed_at":"2026-08-07T14:33:47.785347Z"},"links":{"citing_paper":"/paper/2505.18483"},"observation_digest":"sha256:ac0287ccd06fbbf0fbc57c0f25773f03b355164a699934b59b119949bfb37b66","observation_id":"b7c41c23-592f-4d90-9028-4465dd52fa5d","resolution":{"observed_at":"2026-08-07T14:33:49.399491Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-07T14:33:49.133784Z","title":"gold standard","venue":null,"work_id":"7a2db430-7a9e-4c5c-a198-46c6bb9c4be1","year":2023},"citing_paper":{"arxiv_id":"2505.18483","last_updated":"2025-05-24T03:13:29Z","snapshot_observed_at":"2026-08-07T14:28:33.801734Z","submitted_at":"2025-05-24T03:13:29Z","title":"Retrieval Augmented Decision-Making: A Requirements-Driven, Multi-Criteria Framework for Structured Decision Support","version":1},"reference_index":45,"source":"pdf_text","source_observed_at":"2026-08-07T14:33:47.853580Z"},"links":{"citing_paper":"/paper/2505.18483"},"observation_digest":"sha256:9e10e19e0f315b92bba2cf7396d16719db4b187e6e8f1599425a99a62c5e4739","observation_id":"ce7156a6-6472-42a6-9116-ccbd4be6cfb2","resolution":{"observed_at":"2026-08-07T14:33:49.226636Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-07T14:33:48.999136Z","title":null,"venue":null,"work_id":"2b0058bd-1adf-4299-93fb-ef4d57ed8de4","year":2027},"citing_paper":{"arxiv_id":"2505.18483","last_updated":"2025-05-24T03:13:29Z","snapshot_observed_at":"2026-08-07T14:28:33.801734Z","submitted_at":"2025-05-24T03:13:29Z","title":"Retrieval Augmented Decision-Making: A Requirements-Driven, Multi-Criteria Framework for Structured Decision Support","version":1},"reference_index":46,"source":"pdf_text","source_observed_at":"2026-08-07T14:33:47.967186Z"},"links":{"citing_paper":"/paper/2505.18483"},"observation_digest":"sha256:2e6e7caf91a7ae8e7d486cb3d8d028df19ae58d4a67c3f3353e266868aec7893","observation_id":"14bb9e84-93f2-4c3a-81ce-dd81f85b863d","resolution":{"observed_at":"2026-08-07T14:33:49.058188Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-07T14:33:48.872040Z","title":"For this user requirement, which criterion is more suitable to be included in the decision model?","venue":null,"work_id":"087a8b34-7562-4f6e-bf84-c2a9d1e0f81f","year":null},"citing_paper":{"arxiv_id":"2505.18483","last_updated":"2025-05-24T03:13:29Z","snapshot_observed_at":"2026-08-07T14:28:33.801734Z","submitted_at":"2025-05-24T03:13:29Z","title":"Retrieval Augmented Decision-Making: A Requirements-Driven, Multi-Criteria Framework for Structured Decision Support","version":1},"reference_index":47,"source":"pdf_text","source_observed_at":"2026-08-07T14:33:48.073665Z"},"links":{"citing_paper":"/paper/2505.18483"},"observation_digest":"sha256:123911b593328c29d975d826c4e2af2316fd661626357c6978a8ff73687b55b2","observation_id":"471275d8-72ef-41a2-abcc-5aecac5feca1","resolution":{"observed_at":"2026-08-07T14:33:48.928793Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2505.18483","last_updated":"2025-05-24T03:13:29Z","latest_version":1,"primary_category":"cs.AI","snapshot_observed_at":"2026-08-07T14:28:33.801734Z","submitted_at":"2025-05-24T03:13:29Z","title":"Retrieval Augmented Decision-Making: A Requirements-Driven, Multi-Criteria Framework for Structured Decision Support"},"reference_resolution":{"displayed":47,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":24,"verified_exact":4,"verified_fuzzy":19},"total_outbound_references":47},"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":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"thesis":"As of 8 August 2026, this Paper Citation Record lists 47 of 47 outbound references and 0 inbound Pith citation observations for arXiv:2505.18483."}