{"as_of":"2026-08-16T03:07:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:9caeeb209dc34335ad705bf1e9121d858bfac6b8681d91313d8929fbe932722f","coverage":[{"denominator":37,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":37,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-11T15:30:05.627280Z","state":"measured"},{"denominator":38,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":38,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-15T06:32:42.880941+00:00","state":"measured"},{"denominator":1,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":1,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-06T20:00:54.748340Z","state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"pith","source_observed_at":"2026-08-06T20:00:56.606767Z","state":"measured"}],"external_citation_measurements":[],"inbound":[{"citation":{"cited_paper":{"arxiv_id":"2412.10933","last_updated":"2024-12-14T19:04:16Z","snapshot_observed_at":"2026-08-14T04:22:06.900113Z","submitted_at":"2024-12-14T19:04:16Z","title":"Enhancing Discoverability in Enterprise Conversational Systems with Proactive Question Suggestions","version":1},"cited_work":{"arxiv_id":"2412.10933","doi":null,"metadata_source":"pith","pith_arxiv_id":"2412.10933","snapshot_observed_at":"2026-08-06T20:00:56.606767Z","title":"Enhancing Discoverability in Enterprise Conversational Systems with Proactive Question Suggestions","venue":"cs.CL","work_id":"2652d487-980b-42b4-9f48-458078df4c21","year":2024},"citing_paper":{"arxiv_id":"2507.04072","last_updated":"2025-07-05T15:32:41Z","snapshot_observed_at":"2026-08-07T20:33:16.060921Z","submitted_at":"2025-07-05T15:32:41Z","title":"CTR-Guided Generative Query Suggestion in Conversational Search","version":1},"reference_index":15,"source":"arxiv_source","source_observed_at":"2026-08-06T20:00:54.748340Z"},"links":{"cited_paper":"/paper/2412.10933","citing_paper":"/paper/2507.04072"},"observation_digest":"sha256:2f0da7a3d4db4145f848819bdaccfde51b70f279dfb3a5009fc86760da55de06","observation_id":"8f2fb9e8-db2e-4ccb-85e0-4a008abf1937","resolution":{"observed_at":"2026-08-06T20:00:56.734263Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}}],"links":{"evidence":"/evidence","html":"/paper/2412.10933/citation-record","integrity":"/paper/2412.10933/integrity","json":"/paper/2412.10933/citation-record.json","paper":"/paper/2412.10933"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T15:30:05.314267Z","title":"online\" 'onlinestring :=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2412.10933","last_updated":"2024-12-14T19:04:16Z","snapshot_observed_at":"2026-08-14T04:22:06.900113Z","submitted_at":"2024-12-14T19:04:16Z","title":"Enhancing Discoverability in Enterprise Conversational Systems with Proactive Question Suggestions","version":1},"reference_index":1,"source":"arxiv_source","source_observed_at":"2026-08-11T15:30:05.314267Z"},"links":{"citing_paper":"/paper/2412.10933"},"observation_digest":"sha256:c3eb2dc05068bad7c34b26b55f38eee700b311f26e53629f66b207805a04e592","observation_id":"9f62296a-f082-413e-9e06-6db41bb584f0","resolution":{"observed_at":"2026-08-11T15:30:05.314267Z","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":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T15:30:05.330640Z","title":"write newline","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2412.10933","last_updated":"2024-12-14T19:04:16Z","snapshot_observed_at":"2026-08-14T04:22:06.900113Z","submitted_at":"2024-12-14T19:04:16Z","title":"Enhancing Discoverability in Enterprise Conversational Systems with Proactive Question Suggestions","version":1},"reference_index":2,"source":"arxiv_source","source_observed_at":"2026-08-11T15:30:05.330640Z"},"links":{"citing_paper":"/paper/2412.10933"},"observation_digest":"sha256:ed14333dfdd3604646b28047293889e2b7602239132b6702cb4ba5e8e8d7fd5e","observation_id":"b743b022-7f0f-48ed-bd66-31cb9bfda459","resolution":{"observed_at":"2026-08-11T15:30:05.330640Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2303.08774","last_updated":"2024-03-04T06:01:33Z","snapshot_observed_at":"2026-08-07T07:30:12.213965Z","submitted_at":"2023-03-15T17:15:04Z","title":"GPT-4 Technical Report","version":6},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2303.08774","snapshot_observed_at":"2026-08-11T15:30:05.350240Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2412.10933","last_updated":"2024-12-14T19:04:16Z","snapshot_observed_at":"2026-08-14T04:22:06.900113Z","submitted_at":"2024-12-14T19:04:16Z","title":"Enhancing Discoverability in Enterprise Conversational Systems with Proactive Question Suggestions","version":1},"reference_index":3,"source":"arxiv_source","source_observed_at":"2026-08-11T15:30:05.350240Z"},"links":{"cited_paper":"/paper/2303.08774","citing_paper":"/paper/2412.10933"},"observation_digest":"sha256:af0990022549ad843cb99a594893c49f4fee49e78b5536da995bf6a23c6cc766","observation_id":"78966dbc-2584-45da-9cd2-57fa2c5fbcd6","resolution":{"observed_at":"2026-08-11T15:30:05.350240Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2405.19749","last_updated":"2024-06-04T07:45:06Z","snapshot_observed_at":"2026-08-14T06:14:38.249282Z","submitted_at":"2024-05-30T06:52:01Z","title":"Generating Query Recommendations via LLMs","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2405.19749","snapshot_observed_at":"2026-08-11T15:30:05.356341Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2412.10933","last_updated":"2024-12-14T19:04:16Z","snapshot_observed_at":"2026-08-14T04:22:06.900113Z","submitted_at":"2024-12-14T19:04:16Z","title":"Enhancing Discoverability in Enterprise Conversational Systems with Proactive Question Suggestions","version":1},"reference_index":4,"source":"arxiv_source","source_observed_at":"2026-08-11T15:30:05.356341Z"},"links":{"cited_paper":"/paper/2405.19749","citing_paper":"/paper/2412.10933"},"observation_digest":"sha256:e1d11678bc5881436fb6a11ba69a71f19a0d0b12c89924dc9fe805978295efb8","observation_id":"628d7480-d781-4e9c-9bbc-d74267b23951","resolution":{"observed_at":"2026-08-11T15:30:05.356341Z","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":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T15:30:05.364920Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2412.10933","last_updated":"2024-12-14T19:04:16Z","snapshot_observed_at":"2026-08-14T04:22:06.900113Z","submitted_at":"2024-12-14T19:04:16Z","title":"Enhancing Discoverability in Enterprise Conversational Systems with Proactive Question Suggestions","version":1},"reference_index":5,"source":"arxiv_source","source_observed_at":"2026-08-11T15:30:05.364920Z"},"links":{"citing_paper":"/paper/2412.10933"},"observation_digest":"sha256:7e21064d08cde1ec126fca579d81f502d49c21dbcc6a8844145d04e76aea9528","observation_id":"2648624f-cf39-4909-9610-1148d73ab17f","resolution":{"observed_at":"2026-08-11T15:30:05.364920Z","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":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T15:30:05.371385Z","title":null,"venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2412.10933","last_updated":"2024-12-14T19:04:16Z","snapshot_observed_at":"2026-08-14T04:22:06.900113Z","submitted_at":"2024-12-14T19:04:16Z","title":"Enhancing Discoverability in Enterprise Conversational Systems with Proactive Question Suggestions","version":1},"reference_index":6,"source":"arxiv_source","source_observed_at":"2026-08-11T15:30:05.371385Z"},"links":{"citing_paper":"/paper/2412.10933"},"observation_digest":"sha256:4e2226112945e18d5cd8b57ec97838fb128aead263586759c341fc48000e270a","observation_id":"99c029dd-99d9-403c-adb9-65bb2d3e49d2","resolution":{"observed_at":"2026-08-11T15:30:05.371385Z","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":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T15:30:05.384905Z","title":null,"venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2412.10933","last_updated":"2024-12-14T19:04:16Z","snapshot_observed_at":"2026-08-14T04:22:06.900113Z","submitted_at":"2024-12-14T19:04:16Z","title":"Enhancing Discoverability in Enterprise Conversational Systems with Proactive Question Suggestions","version":1},"reference_index":7,"source":"arxiv_source","source_observed_at":"2026-08-11T15:30:05.384905Z"},"links":{"citing_paper":"/paper/2412.10933"},"observation_digest":"sha256:e473e0a8eb1d25f6cef4c9bfe886640e9e828952eb229c6ac59884731e49147e","observation_id":"b01d9015-00e5-4f40-9105-27321206ec75","resolution":{"observed_at":"2026-08-11T15:30:05.384905Z","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":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T15:30:05.392307Z","title":null,"venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2412.10933","last_updated":"2024-12-14T19:04:16Z","snapshot_observed_at":"2026-08-14T04:22:06.900113Z","submitted_at":"2024-12-14T19:04:16Z","title":"Enhancing Discoverability in Enterprise Conversational Systems with Proactive Question Suggestions","version":1},"reference_index":8,"source":"arxiv_source","source_observed_at":"2026-08-11T15:30:05.392307Z"},"links":{"citing_paper":"/paper/2412.10933"},"observation_digest":"sha256:ac2353aa61935656bf2242d4dcc385879d4856c7bcb5a33349cc6a84cf2f8958","observation_id":"dec5dbe2-5490-4929-9b08-c0af3e228ac9","resolution":{"observed_at":"2026-08-11T15:30:05.392307Z","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":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T15:30:05.403728Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2412.10933","last_updated":"2024-12-14T19:04:16Z","snapshot_observed_at":"2026-08-14T04:22:06.900113Z","submitted_at":"2024-12-14T19:04:16Z","title":"Enhancing Discoverability in Enterprise Conversational Systems with Proactive Question Suggestions","version":1},"reference_index":9,"source":"arxiv_source","source_observed_at":"2026-08-11T15:30:05.403728Z"},"links":{"citing_paper":"/paper/2412.10933"},"observation_digest":"sha256:22af94c3c932cb0ed6d464d0d1e08053911953a8c2286b23f40be9f611bc9657","observation_id":"35606cbb-fd0b-43d4-bc3e-25466be8ceee","resolution":{"observed_at":"2026-08-11T15:30:05.403728Z","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":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T15:30:05.411518Z","title":null,"venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2412.10933","last_updated":"2024-12-14T19:04:16Z","snapshot_observed_at":"2026-08-14T04:22:06.900113Z","submitted_at":"2024-12-14T19:04:16Z","title":"Enhancing Discoverability in Enterprise Conversational Systems with Proactive Question Suggestions","version":1},"reference_index":10,"source":"arxiv_source","source_observed_at":"2026-08-11T15:30:05.411518Z"},"links":{"citing_paper":"/paper/2412.10933"},"observation_digest":"sha256:3d330acdc7e92029b62e2d7dedb158ea1e6612e0147f434a69a56c5781e6cf83","observation_id":"910849b1-4bf8-44ab-948b-02dedac48437","resolution":{"observed_at":"2026-08-11T15:30:05.411518Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2407.21783","last_updated":"2024-11-23T23:27:33Z","snapshot_observed_at":"2026-08-13T17:20:44.002518Z","submitted_at":"2024-07-31T17:54:27Z","title":"The Llama 3 Herd of Models","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2407.21783","snapshot_observed_at":"2026-08-11T15:30:05.421877Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2412.10933","last_updated":"2024-12-14T19:04:16Z","snapshot_observed_at":"2026-08-14T04:22:06.900113Z","submitted_at":"2024-12-14T19:04:16Z","title":"Enhancing Discoverability in Enterprise Conversational Systems with Proactive Question Suggestions","version":1},"reference_index":11,"source":"arxiv_source","source_observed_at":"2026-08-11T15:30:05.421877Z"},"links":{"cited_paper":"/paper/2407.21783","citing_paper":"/paper/2412.10933"},"observation_digest":"sha256:f4de10f9593d0a97b38d6085d3efa948c68f0936546e2dfb12f48f38e14cd1b5","observation_id":"d1b2244f-badc-43f7-988c-0d1ed5bda1d7","resolution":{"observed_at":"2026-08-11T15:30:05.421877Z","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":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T15:30:05.432957Z","title":null,"venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2412.10933","last_updated":"2024-12-14T19:04:16Z","snapshot_observed_at":"2026-08-14T04:22:06.900113Z","submitted_at":"2024-12-14T19:04:16Z","title":"Enhancing Discoverability in Enterprise Conversational Systems with Proactive Question Suggestions","version":1},"reference_index":12,"source":"arxiv_source","source_observed_at":"2026-08-11T15:30:05.432957Z"},"links":{"citing_paper":"/paper/2412.10933"},"observation_digest":"sha256:da3560b981f7d473e159821c560bc00fa15315c65271bca320edd8e7614ecb03","observation_id":"f62605ba-836e-4aa7-a346-d94c81a681fe","resolution":{"observed_at":"2026-08-11T15:30:05.432957Z","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":"2014.68166","doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T15:30:07.498520Z","title":null,"venue":null,"work_id":"bd613a3b-7b5a-4745-9b90-baa87115fcef","year":2014},"citing_paper":{"arxiv_id":"2412.10933","last_updated":"2024-12-14T19:04:16Z","snapshot_observed_at":"2026-08-14T04:22:06.900113Z","submitted_at":"2024-12-14T19:04:16Z","title":"Enhancing Discoverability in Enterprise Conversational Systems with Proactive Question Suggestions","version":1},"reference_index":13,"source":"arxiv_source","source_observed_at":"2026-08-11T15:30:05.445115Z"},"links":{"citing_paper":"/paper/2412.10933"},"observation_digest":"sha256:4c2c42972013e840f80a1be0c4b620e2c630fb02f85b219fdee73f497e0284fe","observation_id":"26a1f24c-a315-4842-b6ef-dfaded6fdee7","resolution":{"observed_at":"2026-08-11T15:30:07.511502Z","resolver_source":"raw_fallback","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T15:30:05.458296Z","title":"Williams, and Anastasia Kuzminykh","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2412.10933","last_updated":"2024-12-14T19:04:16Z","snapshot_observed_at":"2026-08-14T04:22:06.900113Z","submitted_at":"2024-12-14T19:04:16Z","title":"Enhancing Discoverability in Enterprise Conversational Systems with Proactive Question Suggestions","version":1},"reference_index":14,"source":"arxiv_source","source_observed_at":"2026-08-11T15:30:05.458296Z"},"links":{"citing_paper":"/paper/2412.10933"},"observation_digest":"sha256:1ff535bb96f3388893601ce2a3a0eb816ebc0ec380a3ce8a9785bad70a1ab15f","observation_id":"615d0436-441a-4612-a8f2-3424ad1e0479","resolution":{"observed_at":"2026-08-11T15:30:05.458296Z","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":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T15:30:05.466646Z","title":null,"venue":null,"work_id":null,"year":2013},"citing_paper":{"arxiv_id":"2412.10933","last_updated":"2024-12-14T19:04:16Z","snapshot_observed_at":"2026-08-14T04:22:06.900113Z","submitted_at":"2024-12-14T19:04:16Z","title":"Enhancing Discoverability in Enterprise Conversational Systems with Proactive Question Suggestions","version":1},"reference_index":15,"source":"arxiv_source","source_observed_at":"2026-08-11T15:30:05.466646Z"},"links":{"citing_paper":"/paper/2412.10933"},"observation_digest":"sha256:bddc6df2330068ecf75dc86215bd6c95434f66a9d87fa18359acabdcfdedb590","observation_id":"37b6dbd2-2a70-40d5-b0a0-ae3f56ede97b","resolution":{"observed_at":"2026-08-11T15:30:05.466646Z","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":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T15:30:05.481086Z","title":null,"venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2412.10933","last_updated":"2024-12-14T19:04:16Z","snapshot_observed_at":"2026-08-14T04:22:06.900113Z","submitted_at":"2024-12-14T19:04:16Z","title":"Enhancing Discoverability in Enterprise Conversational Systems with Proactive Question Suggestions","version":1},"reference_index":16,"source":"arxiv_source","source_observed_at":"2026-08-11T15:30:05.481086Z"},"links":{"citing_paper":"/paper/2412.10933"},"observation_digest":"sha256:e7589677be8cb05d75e68ede441a376edef79c7206dd6f02ec37992b1545a643","observation_id":"5abef6b6-c0fc-481a-84f5-ca2c2f95ddd5","resolution":{"observed_at":"2026-08-11T15:30:05.481086Z","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":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T15:30:05.486327Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2412.10933","last_updated":"2024-12-14T19:04:16Z","snapshot_observed_at":"2026-08-14T04:22:06.900113Z","submitted_at":"2024-12-14T19:04:16Z","title":"Enhancing Discoverability in Enterprise Conversational Systems with Proactive Question Suggestions","version":1},"reference_index":17,"source":"arxiv_source","source_observed_at":"2026-08-11T15:30:05.486327Z"},"links":{"citing_paper":"/paper/2412.10933"},"observation_digest":"sha256:8c2bafd684004df42adf09cca62c8b4537ab833bbf56a51e2c99d6f894397919","observation_id":"e3230570-b13c-43d4-99fd-fb68deb51695","resolution":{"observed_at":"2026-08-11T15:30:05.486327Z","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":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T15:30:05.495281Z","title":"u ttler, Mike Lewis, Wen-tau Yih, Tim Rockt\\","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2412.10933","last_updated":"2024-12-14T19:04:16Z","snapshot_observed_at":"2026-08-14T04:22:06.900113Z","submitted_at":"2024-12-14T19:04:16Z","title":"Enhancing Discoverability in Enterprise Conversational Systems with Proactive Question Suggestions","version":1},"reference_index":18,"source":"arxiv_source","source_observed_at":"2026-08-11T15:30:05.495281Z"},"links":{"citing_paper":"/paper/2412.10933"},"observation_digest":"sha256:bd465df9a281c56b34c22bf5519771a5ca66cb80b0c4a7f8ad473c47a1b6564d","observation_id":"f85a2d21-07c1-46e5-96d3-a72ae69cd9a7","resolution":{"observed_at":"2026-08-11T15:30:05.495281Z","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":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T15:30:05.505387Z","title":"Konstan, and George Fitzmaurice","venue":null,"work_id":null,"year":2011},"citing_paper":{"arxiv_id":"2412.10933","last_updated":"2024-12-14T19:04:16Z","snapshot_observed_at":"2026-08-14T04:22:06.900113Z","submitted_at":"2024-12-14T19:04:16Z","title":"Enhancing Discoverability in Enterprise Conversational Systems with Proactive Question Suggestions","version":1},"reference_index":19,"source":"arxiv_source","source_observed_at":"2026-08-11T15:30:05.505387Z"},"links":{"citing_paper":"/paper/2412.10933"},"observation_digest":"sha256:bad98a00d40484ec58f1381889c41d7029fc6867807187e435d2104947df18b5","observation_id":"5f1a0113-387b-4899-8630-8ee436c2b946","resolution":{"observed_at":"2026-08-11T15:30:05.505387Z","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":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T15:30:05.515410Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2412.10933","last_updated":"2024-12-14T19:04:16Z","snapshot_observed_at":"2026-08-14T04:22:06.900113Z","submitted_at":"2024-12-14T19:04:16Z","title":"Enhancing Discoverability in Enterprise Conversational Systems with Proactive Question Suggestions","version":1},"reference_index":20,"source":"arxiv_source","source_observed_at":"2026-08-11T15:30:05.515410Z"},"links":{"citing_paper":"/paper/2412.10933"},"observation_digest":"sha256:d46b272adf80c18c8621015042a06dedd932bc3876391270da54f18c9741f655","observation_id":"e425e566-d98f-4454-8ef8-fb1b98c907ab","resolution":{"observed_at":"2026-08-11T15:30:05.515410Z","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":"10.18653/v1/2024.dash-1.3","metadata_source":"doi_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T15:30:05.715379Z","title":null,"venue":null,"work_id":"b7b5badb-2b19-45a7-b8ce-02619170d930","year":2024},"citing_paper":{"arxiv_id":"2412.10933","last_updated":"2024-12-14T19:04:16Z","snapshot_observed_at":"2026-08-14T04:22:06.900113Z","submitted_at":"2024-12-14T19:04:16Z","title":"Enhancing Discoverability in Enterprise Conversational Systems with Proactive Question Suggestions","version":1},"reference_index":21,"source":"arxiv_source","source_observed_at":"2026-08-11T15:30:05.528207Z"},"links":{"citing_paper":"/paper/2412.10933"},"observation_digest":"sha256:846a65a418d0d77d7527aff8a12f60e7eefab8fb992fa34a8f27734b3984732e","observation_id":"d13fc724-8709-43f2-a600-89be80d3c591","resolution":{"observed_at":"2026-08-11T15:30:05.724212Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T15:30:05.533060Z","title":null,"venue":null,"work_id":null,"year":2013},"citing_paper":{"arxiv_id":"2412.10933","last_updated":"2024-12-14T19:04:16Z","snapshot_observed_at":"2026-08-14T04:22:06.900113Z","submitted_at":"2024-12-14T19:04:16Z","title":"Enhancing Discoverability in Enterprise Conversational Systems with Proactive Question Suggestions","version":1},"reference_index":22,"source":"arxiv_source","source_observed_at":"2026-08-11T15:30:05.533060Z"},"links":{"citing_paper":"/paper/2412.10933"},"observation_digest":"sha256:729851850238c2a63028ffa1f684dcbc731794e1f6c9511931e7cbf270851490","observation_id":"e03b350e-5798-4951-bfc7-3c9b060fa1d5","resolution":{"observed_at":"2026-08-11T15:30:05.533060Z","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":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T15:30:05.537188Z","title":null,"venue":null,"work_id":null,"year":2009},"citing_paper":{"arxiv_id":"2412.10933","last_updated":"2024-12-14T19:04:16Z","snapshot_observed_at":"2026-08-14T04:22:06.900113Z","submitted_at":"2024-12-14T19:04:16Z","title":"Enhancing Discoverability in Enterprise Conversational Systems with Proactive Question Suggestions","version":1},"reference_index":23,"source":"arxiv_source","source_observed_at":"2026-08-11T15:30:05.537188Z"},"links":{"citing_paper":"/paper/2412.10933"},"observation_digest":"sha256:797a45216ee8d092805154f724acf820c23c518d950fb4c2e5a968a347377716","observation_id":"0fbeedbd-5771-41bc-9408-06ff62f74d8d","resolution":{"observed_at":"2026-08-11T15:30:05.537188Z","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":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T15:30:05.543016Z","title":null,"venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2412.10933","last_updated":"2024-12-14T19:04:16Z","snapshot_observed_at":"2026-08-14T04:22:06.900113Z","submitted_at":"2024-12-14T19:04:16Z","title":"Enhancing Discoverability in Enterprise Conversational Systems with Proactive Question Suggestions","version":1},"reference_index":24,"source":"arxiv_source","source_observed_at":"2026-08-11T15:30:05.543016Z"},"links":{"citing_paper":"/paper/2412.10933"},"observation_digest":"sha256:9e157235703cf2b80f31edededb6302dfface1279cab3bf293a4e776e4b65012","observation_id":"332c9ee6-b24e-49da-9e84-5814eb6d5dc8","resolution":{"observed_at":"2026-08-11T15:30:05.543016Z","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":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T15:30:05.548359Z","title":null,"venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2412.10933","last_updated":"2024-12-14T19:04:16Z","snapshot_observed_at":"2026-08-14T04:22:06.900113Z","submitted_at":"2024-12-14T19:04:16Z","title":"Enhancing Discoverability in Enterprise Conversational Systems with Proactive Question Suggestions","version":1},"reference_index":25,"source":"arxiv_source","source_observed_at":"2026-08-11T15:30:05.548359Z"},"links":{"citing_paper":"/paper/2412.10933"},"observation_digest":"sha256:65851ecd43f9b64390b8b9c662800a453bbd028f8efae63d41eaaac15dcf50e7","observation_id":"b9debb26-56f4-4d46-a132-fd2a46f8c696","resolution":{"observed_at":"2026-08-11T15:30:05.548359Z","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":"2026-08-11T15:30:08.283439Z","title":null,"venue":null,"work_id":"89bd0e97-99be-41aa-9a22-c59aca09fb70","year":2013},"citing_paper":{"arxiv_id":"2412.10933","last_updated":"2024-12-14T19:04:16Z","snapshot_observed_at":"2026-08-14T04:22:06.900113Z","submitted_at":"2024-12-14T19:04:16Z","title":"Enhancing Discoverability in Enterprise Conversational Systems with Proactive Question Suggestions","version":1},"reference_index":26,"source":"arxiv_source","source_observed_at":"2026-08-11T15:30:05.555211Z"},"links":{"citing_paper":"/paper/2412.10933"},"observation_digest":"sha256:e6296f295dee4ed65be10ef31648e170865a0237670e66bdbcba0a92b4287562","observation_id":"28a8a677-5567-441f-b4fe-61fed310975f","resolution":{"observed_at":"2026-08-11T15:30:08.289943Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-11T15:30:08.256939Z","title":null,"venue":null,"work_id":"102285b8-3526-4102-afe3-13d0296a2203","year":2023},"citing_paper":{"arxiv_id":"2412.10933","last_updated":"2024-12-14T19:04:16Z","snapshot_observed_at":"2026-08-14T04:22:06.900113Z","submitted_at":"2024-12-14T19:04:16Z","title":"Enhancing Discoverability in Enterprise Conversational Systems with Proactive Question Suggestions","version":1},"reference_index":27,"source":"arxiv_source","source_observed_at":"2026-08-11T15:30:05.561678Z"},"links":{"citing_paper":"/paper/2412.10933"},"observation_digest":"sha256:292d5df0e8c7b68839fc6d782d0b2a208b10e519280dc1c42b853b0dd86d8a89","observation_id":"e97a771f-fe29-4f0f-9c70-85a6c413af09","resolution":{"observed_at":"2026-08-11T15:30:08.266560Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T15:30:05.569544Z","title":null,"venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2412.10933","last_updated":"2024-12-14T19:04:16Z","snapshot_observed_at":"2026-08-14T04:22:06.900113Z","submitted_at":"2024-12-14T19:04:16Z","title":"Enhancing Discoverability in Enterprise Conversational Systems with Proactive Question Suggestions","version":1},"reference_index":28,"source":"arxiv_source","source_observed_at":"2026-08-11T15:30:05.569544Z"},"links":{"citing_paper":"/paper/2412.10933"},"observation_digest":"sha256:1d348849c004c890e4b220e7099bafebdcf35607eba7ed7524bf126a723eb501","observation_id":"3ba705cb-4206-4ad7-bc84-b9fc21efb2ea","resolution":{"observed_at":"2026-08-11T15:30:05.569544Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2408.05948","last_updated":"2024-08-12T06:48:43Z","snapshot_observed_at":"2026-08-12T23:05:11.071042Z","submitted_at":"2024-08-12T06:48:43Z","title":"ConvKGYarn: Spinning Configurable and Scalable Conversational Knowledge Graph QA datasets with Large Language Models","version":1},"cited_work":{"arxiv_id":"2408.05948","doi":null,"metadata_source":"pith","pith_arxiv_id":"2408.05948","snapshot_observed_at":"2026-08-11T15:30:06.285608Z","title":"ConvKGYarn: Spinning Configurable and Scalable Conversational Knowledge Graph QA datasets with Large Language Models","venue":"cs.CL","work_id":"a71f9986-b701-4f91-93ef-f00096a9a8a4","year":2024},"citing_paper":{"arxiv_id":"2412.10933","last_updated":"2024-12-14T19:04:16Z","snapshot_observed_at":"2026-08-14T04:22:06.900113Z","submitted_at":"2024-12-14T19:04:16Z","title":"Enhancing Discoverability in Enterprise Conversational Systems with Proactive Question Suggestions","version":1},"reference_index":29,"source":"arxiv_source","source_observed_at":"2026-08-11T15:30:05.573338Z"},"links":{"cited_paper":"/paper/2408.05948","citing_paper":"/paper/2412.10933"},"observation_digest":"sha256:c88b911b01cd3b1a1caa1171e638e6ac5fdde3bdd7e4c66d2f6109d368058883","observation_id":"c1d89216-091f-4d3a-9eb2-f9dbea4f9ed0","resolution":{"observed_at":"2026-08-11T15:30:06.293683Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T15:30:05.578835Z","title":null,"venue":null,"work_id":null,"year":2015},"citing_paper":{"arxiv_id":"2412.10933","last_updated":"2024-12-14T19:04:16Z","snapshot_observed_at":"2026-08-14T04:22:06.900113Z","submitted_at":"2024-12-14T19:04:16Z","title":"Enhancing Discoverability in Enterprise Conversational Systems with Proactive Question Suggestions","version":1},"reference_index":30,"source":"arxiv_source","source_observed_at":"2026-08-11T15:30:05.578835Z"},"links":{"citing_paper":"/paper/2412.10933"},"observation_digest":"sha256:a32b25af6ba00b15120e937aac1f1aaf6868180fa3baf290cf4c43806e42ba13","observation_id":"e3294f74-97c1-41a4-ba38-61a77282221c","resolution":{"observed_at":"2026-08-11T15:30:05.578835Z","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":"2026-08-11T15:30:08.234701Z","title":null,"venue":null,"work_id":"149fad93-098d-4e0c-8675-1627cddfeace","year":2005},"citing_paper":{"arxiv_id":"2412.10933","last_updated":"2024-12-14T19:04:16Z","snapshot_observed_at":"2026-08-14T04:22:06.900113Z","submitted_at":"2024-12-14T19:04:16Z","title":"Enhancing Discoverability in Enterprise Conversational Systems with Proactive Question Suggestions","version":1},"reference_index":31,"source":"arxiv_source","source_observed_at":"2026-08-11T15:30:05.582848Z"},"links":{"citing_paper":"/paper/2412.10933"},"observation_digest":"sha256:9a55d882f1d3b027477903f17d81685c6dfe6b96b5f1404095a42f8c663dbc99","observation_id":"700b58c4-f96a-4aca-92b3-3f4d8bccf36a","resolution":{"observed_at":"2026-08-11T15:30:08.242421Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2302.13971","last_updated":"2023-02-27T17:11:15Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2023-02-27T17:11:15Z","title":"LLaMA: Open and Efficient Foundation Language Models","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2302.13971","snapshot_observed_at":"2026-08-11T15:30:05.586772Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2412.10933","last_updated":"2024-12-14T19:04:16Z","snapshot_observed_at":"2026-08-14T04:22:06.900113Z","submitted_at":"2024-12-14T19:04:16Z","title":"Enhancing Discoverability in Enterprise Conversational Systems with Proactive Question Suggestions","version":1},"reference_index":32,"source":"arxiv_source","source_observed_at":"2026-08-11T15:30:05.586772Z"},"links":{"cited_paper":"/paper/2302.13971","citing_paper":"/paper/2412.10933"},"observation_digest":"sha256:438f4fe4d3340f06c5cfdf7b14329dec3ba635b95d2e47e8b919f158c746064e","observation_id":"c8400cc5-158c-4062-8a00-f271bcb0eeca","resolution":{"observed_at":"2026-08-11T15:30:05.586772Z","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":"0165.30221","doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T15:30:06.054687Z","title":null,"venue":null,"work_id":"25634a89-8706-4c30-87f4-bf876ec97900","year":2017},"citing_paper":{"arxiv_id":"2412.10933","last_updated":"2024-12-14T19:04:16Z","snapshot_observed_at":"2026-08-14T04:22:06.900113Z","submitted_at":"2024-12-14T19:04:16Z","title":"Enhancing Discoverability in Enterprise Conversational Systems with Proactive Question Suggestions","version":1},"reference_index":33,"source":"arxiv_source","source_observed_at":"2026-08-11T15:30:05.595803Z"},"links":{"citing_paper":"/paper/2412.10933"},"observation_digest":"sha256:de15d5168b28777be479eca29ea5d1b6d2730d37fed1a4b9817e1c8b08346ad8","observation_id":"f3829185-6939-4108-aa63-10fbececae59","resolution":{"observed_at":"2026-08-11T15:30:06.079321Z","resolver_source":"raw_fallback","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T15:30:05.603395Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2412.10933","last_updated":"2024-12-14T19:04:16Z","snapshot_observed_at":"2026-08-14T04:22:06.900113Z","submitted_at":"2024-12-14T19:04:16Z","title":"Enhancing Discoverability in Enterprise Conversational Systems with Proactive Question Suggestions","version":1},"reference_index":34,"source":"arxiv_source","source_observed_at":"2026-08-11T15:30:05.603395Z"},"links":{"citing_paper":"/paper/2412.10933"},"observation_digest":"sha256:d92a07dc4b116a8bcdfdd1c46164aee1be3bea6b639694b6714002b632ee5d5b","observation_id":"43a23917-7eee-4130-b7ab-b13c7a4367a9","resolution":{"observed_at":"2026-08-11T15:30:05.603395Z","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":"2026-08-11T15:30:08.217654Z","title":null,"venue":null,"work_id":"18a58a26-75e8-44cc-aa53-29825f73067d","year":2018},"citing_paper":{"arxiv_id":"2412.10933","last_updated":"2024-12-14T19:04:16Z","snapshot_observed_at":"2026-08-14T04:22:06.900113Z","submitted_at":"2024-12-14T19:04:16Z","title":"Enhancing Discoverability in Enterprise Conversational Systems with Proactive Question Suggestions","version":1},"reference_index":35,"source":"arxiv_source","source_observed_at":"2026-08-11T15:30:05.611698Z"},"links":{"citing_paper":"/paper/2412.10933"},"observation_digest":"sha256:31376450d54a45e0b878c582a46c4b372599e40a31cb569b4c2facfda3d4970f","observation_id":"f7a3ddeb-af86-41ba-a437-712cd17b7328","resolution":{"observed_at":"2026-08-11T15:30:08.223537Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-11T15:30:08.190289Z","title":null,"venue":null,"work_id":"36a63124-d4eb-41b4-b7e6-63a3ab05621e","year":2009},"citing_paper":{"arxiv_id":"2412.10933","last_updated":"2024-12-14T19:04:16Z","snapshot_observed_at":"2026-08-14T04:22:06.900113Z","submitted_at":"2024-12-14T19:04:16Z","title":"Enhancing Discoverability in Enterprise Conversational Systems with Proactive Question Suggestions","version":1},"reference_index":36,"source":"arxiv_source","source_observed_at":"2026-08-11T15:30:05.621047Z"},"links":{"citing_paper":"/paper/2412.10933"},"observation_digest":"sha256:92016d81c3e47693c5cc93b2ce07860f1ac4fa570d4aa6ccd51b5eeb5d4c249d","observation_id":"3fe60a06-4a5e-4fe0-879c-b213c91b536f","resolution":{"observed_at":"2026-08-11T15:30:08.197239Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T15:30:05.627280Z","title":null,"venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2412.10933","last_updated":"2024-12-14T19:04:16Z","snapshot_observed_at":"2026-08-14T04:22:06.900113Z","submitted_at":"2024-12-14T19:04:16Z","title":"Enhancing Discoverability in Enterprise Conversational Systems with Proactive Question Suggestions","version":1},"reference_index":37,"source":"arxiv_source","source_observed_at":"2026-08-11T15:30:05.627280Z"},"links":{"citing_paper":"/paper/2412.10933"},"observation_digest":"sha256:26528cfa160a712e905d0642e81400f543fa95ae4c2883fb60d3be0e4a6b3074","observation_id":"00c754c2-c2e1-4b91-8379-88e4e7092a34","resolution":{"observed_at":"2026-08-11T15:30:05.627280Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"paper":{"arxiv_id":"2412.10933","last_updated":"2024-12-14T19:04:16Z","latest_version":1,"primary_category":"cs.CL","snapshot_observed_at":"2026-08-14T04:22:06.900113Z","submitted_at":"2024-12-14T19:04:16Z","title":"Enhancing Discoverability in Enterprise Conversational Systems with Proactive Question Suggestions"},"reference_resolution":{"displayed":37,"state_counts":{"malformed_identifier":0,"metadata_mismatch":2,"parse_uncertain":0,"unresolved":33,"verified_exact":2,"verified_fuzzy":0},"total_outbound_references":37},"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":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"thesis":"As of 16 August 2026, this Paper Citation Record lists 37 of 37 outbound references and 1 inbound Pith citation observation for arXiv:2412.10933."}