{"as_of":"2026-08-16T01:18:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:cba1f27052698af6f973b24da10cc35f5a4546cf8e68cc3dece4ff997921624d","coverage":[{"denominator":42,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":42,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-11T13:53:39.872729Z","state":"measured"},{"denominator":42,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":42,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-15T06:32:42.880941+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/2412.12701/citation-record","integrity":"/paper/2412.12701/integrity","json":"/paper/2412.12701/citation-record.json","paper":"/paper/2412.12701"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T13:53:38.875278Z","title":", \" * write output.state after.block = add.period write newline","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2412.12701","last_updated":"2024-12-17T09:16:54Z","snapshot_observed_at":"2026-08-14T05:10:34.878154Z","submitted_at":"2024-12-17T09:16:54Z","title":"Trigger$^3$: Refining Query Correction via Adaptive Model Selector","version":1},"reference_index":1,"source":"arxiv_source","source_observed_at":"2026-08-11T13:53:38.875278Z"},"links":{"citing_paper":"/paper/2412.12701"},"observation_digest":"sha256:fb1576182498906aa03098858f9b39b7497193c2894178f41aa88dd04551176a","observation_id":"42d2c222-fedc-4875-94f7-1e271b6145d4","resolution":{"observed_at":"2026-08-11T13:53:38.875278Z","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":"2026-08-11T13:53:38.881292Z","title":"write newline","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2412.12701","last_updated":"2024-12-17T09:16:54Z","snapshot_observed_at":"2026-08-14T05:10:34.878154Z","submitted_at":"2024-12-17T09:16:54Z","title":"Trigger$^3$: Refining Query Correction via Adaptive Model Selector","version":1},"reference_index":2,"source":"arxiv_source","source_observed_at":"2026-08-11T13:53:38.881292Z"},"links":{"citing_paper":"/paper/2412.12701"},"observation_digest":"sha256:252c7d7965430bdaf6d812510c21f6e63ba668ec866759a940d525624fb2b1bc","observation_id":"7bd92ca8-1e28-458e-8ab8-75e41c003b1f","resolution":{"observed_at":"2026-08-11T13:53:38.881292Z","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":"2026-08-11T13:53:41.980991Z","title":null,"venue":null,"work_id":"0d92d985-ab12-47eb-8dda-192eb5eb94ae","year":2019},"citing_paper":{"arxiv_id":"2412.12701","last_updated":"2024-12-17T09:16:54Z","snapshot_observed_at":"2026-08-14T05:10:34.878154Z","submitted_at":"2024-12-17T09:16:54Z","title":"Trigger$^3$: Refining Query Correction via Adaptive Model Selector","version":1},"reference_index":3,"source":"arxiv_source","source_observed_at":"2026-08-11T13:53:38.887046Z"},"links":{"citing_paper":"/paper/2412.12701"},"observation_digest":"sha256:b69b3146ff6f428608143e06561e4d022250048fe32bdaab0223ad4c63559c0e","observation_id":"c251ab8b-f0a0-4190-ac8f-a33eea771c28","resolution":{"observed_at":"2026-08-11T13:53:42.033752Z","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":"2309.16609","last_updated":"2023-09-28T17:07:49Z","snapshot_observed_at":"2026-08-09T21:25:20.369782Z","submitted_at":"2023-09-28T17:07:49Z","title":"Qwen Technical Report","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2309.16609","snapshot_observed_at":"2026-08-11T13:53:38.893283Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2412.12701","last_updated":"2024-12-17T09:16:54Z","snapshot_observed_at":"2026-08-14T05:10:34.878154Z","submitted_at":"2024-12-17T09:16:54Z","title":"Trigger$^3$: Refining Query Correction via Adaptive Model Selector","version":1},"reference_index":4,"source":"arxiv_source","source_observed_at":"2026-08-11T13:53:38.893283Z"},"links":{"cited_paper":"/paper/2309.16609","citing_paper":"/paper/2412.12701"},"observation_digest":"sha256:511ecefcc335df49ffbd268bb5d17662180ce4a128007554300cdbb535986c47","observation_id":"cf69b7c0-4c94-4c54-ba5b-fd41929e497e","resolution":{"observed_at":"2026-08-11T13:53:38.893283Z","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":"2026-08-11T13:53:38.899455Z","title":"D.; Dhariwal, P.; Neelakantan, A.; Shyam, P.; Sastry, G.; Askell, A.; et al","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2412.12701","last_updated":"2024-12-17T09:16:54Z","snapshot_observed_at":"2026-08-14T05:10:34.878154Z","submitted_at":"2024-12-17T09:16:54Z","title":"Trigger$^3$: Refining Query Correction via Adaptive Model Selector","version":1},"reference_index":5,"source":"arxiv_source","source_observed_at":"2026-08-11T13:53:38.899455Z"},"links":{"citing_paper":"/paper/2412.12701"},"observation_digest":"sha256:5a368f489c7ccae209a780de1853bc7b68a0ae457f950ac926170198f5171ee7","observation_id":"e8cc8179-4958-4caa-be71-183e0a56dbf7","resolution":{"observed_at":"2026-08-11T13:53:38.899455Z","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":"2026-08-11T13:53:38.919595Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2412.12701","last_updated":"2024-12-17T09:16:54Z","snapshot_observed_at":"2026-08-14T05:10:34.878154Z","submitted_at":"2024-12-17T09:16:54Z","title":"Trigger$^3$: Refining Query Correction via Adaptive Model Selector","version":1},"reference_index":6,"source":"arxiv_source","source_observed_at":"2026-08-11T13:53:38.919595Z"},"links":{"citing_paper":"/paper/2412.12701"},"observation_digest":"sha256:9e7db0b4ab2c063227ce33df2c92ac01b69d74ddb569e612a736c4ebf126a558","observation_id":"fdb8e9db-4afa-47d3-ba3c-7fb4ccac3810","resolution":{"observed_at":"2026-08-11T13:53:38.919595Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2303.14342","last_updated":"2023-05-30T12:27:29Z","snapshot_observed_at":"2026-08-14T22:45:27.629520Z","submitted_at":"2023-03-25T03:08:49Z","title":"Analyzing the Performance of GPT-3.5 and GPT-4 in Grammatical Error Correction","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2303.14342","snapshot_observed_at":"2026-08-11T13:53:38.967489Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2412.12701","last_updated":"2024-12-17T09:16:54Z","snapshot_observed_at":"2026-08-14T05:10:34.878154Z","submitted_at":"2024-12-17T09:16:54Z","title":"Trigger$^3$: Refining Query Correction via Adaptive Model Selector","version":1},"reference_index":7,"source":"arxiv_source","source_observed_at":"2026-08-11T13:53:38.967489Z"},"links":{"cited_paper":"/paper/2303.14342","citing_paper":"/paper/2412.12701"},"observation_digest":"sha256:7c118a4f1d63aa8fb1d9b519ecdd1a6cca6669b1c8244cd3342ef57e1cd98c9c","observation_id":"acd363ff-d602-4005-a915-38602c748b70","resolution":{"observed_at":"2026-08-11T13:53:38.967489Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2401.07702","last_updated":"2025-04-06T11:25:39Z","snapshot_observed_at":"2026-08-13T17:23:44.541414Z","submitted_at":"2024-01-15T14:19:47Z","title":"Prompting open-source and commercial language models for grammatical error correction of English learner text","version":2},"cited_work":{"arxiv_id":"2401.07702","doi":null,"metadata_source":"pith","pith_arxiv_id":"2401.07702","snapshot_observed_at":"2026-08-11T13:53:40.262646Z","title":"Prompting open-source and commercial language models for grammatical error correction of English learner text","venue":"cs.CL","work_id":"7e0a828a-e423-44c4-9f4f-3aa987bfc7d8","year":2024},"citing_paper":{"arxiv_id":"2412.12701","last_updated":"2024-12-17T09:16:54Z","snapshot_observed_at":"2026-08-14T05:10:34.878154Z","submitted_at":"2024-12-17T09:16:54Z","title":"Trigger$^3$: Refining Query Correction via Adaptive Model Selector","version":1},"reference_index":8,"source":"arxiv_source","source_observed_at":"2026-08-11T13:53:39.013995Z"},"links":{"cited_paper":"/paper/2401.07702","citing_paper":"/paper/2412.12701"},"observation_digest":"sha256:402b24711eb083db769f4fe4c70979fa1c4054cc8e28c8b8c599b4d5053328e5","observation_id":"9ff3ea0c-152a-4246-b0ed-d75a52a8997a","resolution":{"observed_at":"2026-08-11T13:53:40.336562Z","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":"2026-08-11T13:53:39.095014Z","title":null,"venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2412.12701","last_updated":"2024-12-17T09:16:54Z","snapshot_observed_at":"2026-08-14T05:10:34.878154Z","submitted_at":"2024-12-17T09:16:54Z","title":"Trigger$^3$: Refining Query Correction via Adaptive Model Selector","version":1},"reference_index":9,"source":"arxiv_source","source_observed_at":"2026-08-11T13:53:39.095014Z"},"links":{"citing_paper":"/paper/2412.12701"},"observation_digest":"sha256:5eaa3040aabc31a7ab47668af4acc76e29c6161d65106ea17bdddebb9ae05886","observation_id":"61a3e56c-2431-428c-96e5-ed2bfa20fa97","resolution":{"observed_at":"2026-08-11T13:53:39.095014Z","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":"2026-08-11T13:53:41.927256Z","title":null,"venue":null,"work_id":"00fd5df2-afde-4948-8317-308d27d0f183","year":2024},"citing_paper":{"arxiv_id":"2412.12701","last_updated":"2024-12-17T09:16:54Z","snapshot_observed_at":"2026-08-14T05:10:34.878154Z","submitted_at":"2024-12-17T09:16:54Z","title":"Trigger$^3$: Refining Query Correction via Adaptive Model Selector","version":1},"reference_index":10,"source":"arxiv_source","source_observed_at":"2026-08-11T13:53:39.177439Z"},"links":{"citing_paper":"/paper/2412.12701"},"observation_digest":"sha256:8df6f39b3721fc5fdac42cc876f793ac277578967fe4850c7c911dad9e116ff5","observation_id":"bffb12e4-11f6-4d87-a9a8-5d18301b47ca","resolution":{"observed_at":"2026-08-11T13:53:41.931794Z","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":"2026-08-11T13:53:41.911567Z","title":null,"venue":null,"work_id":"e22c4acb-199e-4aa5-b33b-121fc0be02d7","year":2018},"citing_paper":{"arxiv_id":"2412.12701","last_updated":"2024-12-17T09:16:54Z","snapshot_observed_at":"2026-08-14T05:10:34.878154Z","submitted_at":"2024-12-17T09:16:54Z","title":"Trigger$^3$: Refining Query Correction via Adaptive Model Selector","version":1},"reference_index":11,"source":"arxiv_source","source_observed_at":"2026-08-11T13:53:39.290657Z"},"links":{"citing_paper":"/paper/2412.12701"},"observation_digest":"sha256:e00b2d79815d5a22b64e7ac2f50b87439dd6e524c9a1eb2a4f5e95173f3d5ee7","observation_id":"438b726f-6e9c-4863-96d6-32b90fc13a99","resolution":{"observed_at":"2026-08-11T13:53:41.916722Z","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":"2026-08-11T13:53:41.895342Z","title":null,"venue":null,"work_id":"1d1c6775-29ac-4ec8-8930-324ff6c2986a","year":2023},"citing_paper":{"arxiv_id":"2412.12701","last_updated":"2024-12-17T09:16:54Z","snapshot_observed_at":"2026-08-14T05:10:34.878154Z","submitted_at":"2024-12-17T09:16:54Z","title":"Trigger$^3$: Refining Query Correction via Adaptive Model Selector","version":1},"reference_index":12,"source":"arxiv_source","source_observed_at":"2026-08-11T13:53:39.296543Z"},"links":{"citing_paper":"/paper/2412.12701"},"observation_digest":"sha256:16c43cb485acee86705f1d30f9bfce587e9b2ad67c92ed3a919b4160a36bd2d4","observation_id":"27b4f7dd-ed42-4d6d-826b-1e17fceb12c3","resolution":{"observed_at":"2026-08-11T13:53:41.901109Z","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":"2304.01746","last_updated":"2023-04-04T12:33:40Z","snapshot_observed_at":"2026-08-13T12:09:32.537928Z","submitted_at":"2023-04-04T12:33:40Z","title":"Is ChatGPT a Highly Fluent Grammatical Error Correction System? A Comprehensive Evaluation","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2304.01746","snapshot_observed_at":"2026-08-11T13:53:39.304746Z","title":"F.; Hu, J.; Chao, L","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2412.12701","last_updated":"2024-12-17T09:16:54Z","snapshot_observed_at":"2026-08-14T05:10:34.878154Z","submitted_at":"2024-12-17T09:16:54Z","title":"Trigger$^3$: Refining Query Correction via Adaptive Model Selector","version":1},"reference_index":13,"source":"arxiv_source","source_observed_at":"2026-08-11T13:53:39.304746Z"},"links":{"cited_paper":"/paper/2304.01746","citing_paper":"/paper/2412.12701"},"observation_digest":"sha256:54d13e98212e4ec0bb83d77ec9a701d1d918ee1673aa2173333d889894d46a1f","observation_id":"ccfbc0ea-1a23-4add-b7ab-215e73fc2ec6","resolution":{"observed_at":"2026-08-11T13:53:39.304746Z","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":"2026-08-11T13:53:39.311669Z","title":"J.; Wallis, P.; Allen-Zhu, Z.; Li, Y.; Wang, S.; Wang, L.; Chen, W.; et al","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2412.12701","last_updated":"2024-12-17T09:16:54Z","snapshot_observed_at":"2026-08-14T05:10:34.878154Z","submitted_at":"2024-12-17T09:16:54Z","title":"Trigger$^3$: Refining Query Correction via Adaptive Model Selector","version":1},"reference_index":14,"source":"arxiv_source","source_observed_at":"2026-08-11T13:53:39.311669Z"},"links":{"citing_paper":"/paper/2412.12701"},"observation_digest":"sha256:b77c90a017e78148bac6028263a8d9c3691d3541250e0dd32629d596c7945bc7","observation_id":"215a8989-9d87-4118-8923-97580543f93d","resolution":{"observed_at":"2026-08-11T13:53:39.311669Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"1412.6980","last_updated":"2017-01-30T01:27:54Z","snapshot_observed_at":"2026-08-14T18:51:16.666127Z","submitted_at":"2014-12-22T13:54:29Z","title":"Adam: A Method for Stochastic Optimization","version":9},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1412.6980","snapshot_observed_at":"2026-08-11T13:53:39.318942Z","title":"P.; and Ba, J","venue":null,"work_id":null,"year":2014},"citing_paper":{"arxiv_id":"2412.12701","last_updated":"2024-12-17T09:16:54Z","snapshot_observed_at":"2026-08-14T05:10:34.878154Z","submitted_at":"2024-12-17T09:16:54Z","title":"Trigger$^3$: Refining Query Correction via Adaptive Model Selector","version":1},"reference_index":15,"source":"arxiv_source","source_observed_at":"2026-08-11T13:53:39.318942Z"},"links":{"cited_paper":"/paper/1412.6980","citing_paper":"/paper/2412.12701"},"observation_digest":"sha256:009a38d97de36910e8aea3240255881f260d8130716aa6c314733b612fb12a6d","observation_id":"5d2a3063-c84a-48da-a006-81ed9b09c9fe","resolution":{"observed_at":"2026-08-11T13:53:39.318942Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2307.09007","last_updated":"2023-12-11T12:39:16Z","snapshot_observed_at":"2026-08-14T20:08:22.481826Z","submitted_at":"2023-07-18T06:48:52Z","title":"On the (In)Effectiveness of Large Language Models for Chinese Text Correction","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2307.09007","snapshot_observed_at":"2026-08-11T13:53:39.324984Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2412.12701","last_updated":"2024-12-17T09:16:54Z","snapshot_observed_at":"2026-08-14T05:10:34.878154Z","submitted_at":"2024-12-17T09:16:54Z","title":"Trigger$^3$: Refining Query Correction via Adaptive Model Selector","version":1},"reference_index":16,"source":"arxiv_source","source_observed_at":"2026-08-11T13:53:39.324984Z"},"links":{"cited_paper":"/paper/2307.09007","citing_paper":"/paper/2412.12701"},"observation_digest":"sha256:439c518ee64842baad2ed098d9f3211801b8b84c3dad4aabf956e428e0fbb840","observation_id":"a678a382-c43d-4fa5-81b3-ae0df1b25fb9","resolution":{"observed_at":"2026-08-11T13:53:39.324984Z","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":"2026-08-11T13:53:41.868231Z","title":null,"venue":null,"work_id":"193ac1e6-9dcc-471f-8ce3-f9a313a4977c","year":2020},"citing_paper":{"arxiv_id":"2412.12701","last_updated":"2024-12-17T09:16:54Z","snapshot_observed_at":"2026-08-14T05:10:34.878154Z","submitted_at":"2024-12-17T09:16:54Z","title":"Trigger$^3$: Refining Query Correction via Adaptive Model Selector","version":1},"reference_index":17,"source":"arxiv_source","source_observed_at":"2026-08-11T13:53:39.330885Z"},"links":{"citing_paper":"/paper/2412.12701"},"observation_digest":"sha256:1224bc4a9c26587ed2b01c0d74610f7fe0fa16e17bda9da7736cd91764581041","observation_id":"0437e65f-8c6f-4656-91c0-404acc2cfbdf","resolution":{"observed_at":"2026-08-11T13:53:41.872495Z","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":"2311.08692","last_updated":"2023-11-15T04:40:43Z","snapshot_observed_at":"2026-08-14T13:26:32.548079Z","submitted_at":"2023-11-15T04:40:43Z","title":"Routing to the Expert: Efficient Reward-guided Ensemble of Large Language Models","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2311.08692","snapshot_observed_at":"2026-08-11T13:53:39.345921Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2412.12701","last_updated":"2024-12-17T09:16:54Z","snapshot_observed_at":"2026-08-14T05:10:34.878154Z","submitted_at":"2024-12-17T09:16:54Z","title":"Trigger$^3$: Refining Query Correction via Adaptive Model Selector","version":1},"reference_index":19,"source":"arxiv_source","source_observed_at":"2026-08-11T13:53:39.345921Z"},"links":{"cited_paper":"/paper/2311.08692","citing_paper":"/paper/2412.12701"},"observation_digest":"sha256:9c9bc91c000a972e06d0f8b1a90287be63e048841429ea16b14197d43ddde9b7","observation_id":"aa2ae178-81b5-4355-99b9-07f9d5b52544","resolution":{"observed_at":"2026-08-11T13:53:39.345921Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2310.12963","last_updated":"2025-01-19T15:59:56Z","snapshot_observed_at":"2026-08-15T23:00:04.630295Z","submitted_at":"2023-10-19T17:57:39Z","title":"AutoMix: Automatically Mixing Language Models","version":5},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2310.12963","snapshot_observed_at":"2026-08-11T13:53:39.353027Z","title":"P.; Mishra, S.; Zhou, P.; Gupta, A.; Rajagopal, D.; Kappaganthu, K.; Yang, Y.; et al","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2412.12701","last_updated":"2024-12-17T09:16:54Z","snapshot_observed_at":"2026-08-14T05:10:34.878154Z","submitted_at":"2024-12-17T09:16:54Z","title":"Trigger$^3$: Refining Query Correction via Adaptive Model Selector","version":1},"reference_index":20,"source":"arxiv_source","source_observed_at":"2026-08-11T13:53:39.353027Z"},"links":{"cited_paper":"/paper/2310.12963","citing_paper":"/paper/2412.12701"},"observation_digest":"sha256:048dcb377c91b78b2ea767c0fc6cf73c09bfffc8b71fd2c80e08f2a7dfaf8edf","observation_id":"95ed98fa-5806-4288-a4a0-8bfc79ba1940","resolution":{"observed_at":"2026-08-11T13:53:39.353027Z","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":"2026-08-11T13:53:41.781360Z","title":null,"venue":null,"work_id":"83d77921-2cab-48d3-855c-e5a1b5a061d0","year":2020},"citing_paper":{"arxiv_id":"2412.12701","last_updated":"2024-12-17T09:16:54Z","snapshot_observed_at":"2026-08-14T05:10:34.878154Z","submitted_at":"2024-12-17T09:16:54Z","title":"Trigger$^3$: Refining Query Correction via Adaptive Model Selector","version":1},"reference_index":21,"source":"arxiv_source","source_observed_at":"2026-08-11T13:53:39.359365Z"},"links":{"citing_paper":"/paper/2412.12701"},"observation_digest":"sha256:321ce8b7609a58bfe44b31fc0a92365660581cc9f2dc124d572f6ab6a466e2c0","observation_id":"a61b81bd-3442-4927-b8fa-68b2461459c1","resolution":{"observed_at":"2026-08-11T13:53:41.810797Z","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":"2026-08-11T13:53:39.364858Z","title":null,"venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2412.12701","last_updated":"2024-12-17T09:16:54Z","snapshot_observed_at":"2026-08-14T05:10:34.878154Z","submitted_at":"2024-12-17T09:16:54Z","title":"Trigger$^3$: Refining Query Correction via Adaptive Model Selector","version":1},"reference_index":22,"source":"arxiv_source","source_observed_at":"2026-08-11T13:53:39.364858Z"},"links":{"citing_paper":"/paper/2412.12701"},"observation_digest":"sha256:027505d15d63d412b27dc8e7538edc1921e6951a92220fb07b7747d974ffb78e","observation_id":"99249b1e-6964-4d3f-826f-c448dba53f15","resolution":{"observed_at":"2026-08-11T13:53:39.364858Z","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":"2026-08-11T13:53:41.661424Z","title":null,"venue":null,"work_id":"814ad762-d93f-41cc-ae7f-832160c861a1","year":2022},"citing_paper":{"arxiv_id":"2412.12701","last_updated":"2024-12-17T09:16:54Z","snapshot_observed_at":"2026-08-14T05:10:34.878154Z","submitted_at":"2024-12-17T09:16:54Z","title":"Trigger$^3$: Refining Query Correction via Adaptive Model Selector","version":1},"reference_index":23,"source":"arxiv_source","source_observed_at":"2026-08-11T13:53:39.369826Z"},"links":{"citing_paper":"/paper/2412.12701"},"observation_digest":"sha256:9df3a6be5e51f60f98b66ed91bcafe6e5b6d607447e2ed78de4aa90413ee8bc5","observation_id":"94bc27b4-20f4-4ba5-a3d3-cd7a82db915d","resolution":{"observed_at":"2026-08-11T13:53:41.717345Z","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":"2026-08-11T13:53:39.374800Z","title":null,"venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2412.12701","last_updated":"2024-12-17T09:16:54Z","snapshot_observed_at":"2026-08-14T05:10:34.878154Z","submitted_at":"2024-12-17T09:16:54Z","title":"Trigger$^3$: Refining Query Correction via Adaptive Model Selector","version":1},"reference_index":24,"source":"arxiv_source","source_observed_at":"2026-08-11T13:53:39.374800Z"},"links":{"citing_paper":"/paper/2412.12701"},"observation_digest":"sha256:77741d6a3e460e210c8b9acb3be8d2aac10d6076b9451aa4eb6a4e7ae59c03e3","observation_id":"86259409-feaa-4159-ab8f-81a808b1d7e9","resolution":{"observed_at":"2026-08-11T13:53:39.374800Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2405.02134","last_updated":"2024-05-03T14:38:59Z","snapshot_observed_at":"2026-08-13T00:15:21.368410Z","submitted_at":"2024-05-03T14:38:59Z","title":"Optimising Calls to Large Language Models with Uncertainty-Based Two-Tier Selection","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2405.02134","snapshot_observed_at":"2026-08-11T13:53:39.379901Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2412.12701","last_updated":"2024-12-17T09:16:54Z","snapshot_observed_at":"2026-08-14T05:10:34.878154Z","submitted_at":"2024-12-17T09:16:54Z","title":"Trigger$^3$: Refining Query Correction via Adaptive Model Selector","version":1},"reference_index":25,"source":"arxiv_source","source_observed_at":"2026-08-11T13:53:39.379901Z"},"links":{"cited_paper":"/paper/2405.02134","citing_paper":"/paper/2412.12701"},"observation_digest":"sha256:9fc57b1242162bbe2e5bd9ce6da94e1fb333da006a42a0b4b66480b352072547","observation_id":"aa3046d1-11a9-43bd-84e2-207d0c1471c4","resolution":{"observed_at":"2026-08-11T13:53:39.379901Z","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":"2026-08-11T13:53:41.629929Z","title":null,"venue":null,"work_id":"e4650cb4-9c6c-4621-9f1a-964c604f3303","year":2024},"citing_paper":{"arxiv_id":"2412.12701","last_updated":"2024-12-17T09:16:54Z","snapshot_observed_at":"2026-08-14T05:10:34.878154Z","submitted_at":"2024-12-17T09:16:54Z","title":"Trigger$^3$: Refining Query Correction via Adaptive Model Selector","version":1},"reference_index":26,"source":"arxiv_source","source_observed_at":"2026-08-11T13:53:39.452708Z"},"links":{"citing_paper":"/paper/2412.12701"},"observation_digest":"sha256:b21f46f9e9ea7add39dcb0197767e38978858da0e8d45eca43749a26043c0a38","observation_id":"6d517f85-1c0d-4106-be0f-66ebb4f95530","resolution":{"observed_at":"2026-08-11T13:53:41.637258Z","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":"2026-08-11T13:53:41.614596Z","title":null,"venue":null,"work_id":"33c9d664-f950-49d9-84a0-2614f4be7f2b","year":2024},"citing_paper":{"arxiv_id":"2412.12701","last_updated":"2024-12-17T09:16:54Z","snapshot_observed_at":"2026-08-14T05:10:34.878154Z","submitted_at":"2024-12-17T09:16:54Z","title":"Trigger$^3$: Refining Query Correction via Adaptive Model Selector","version":1},"reference_index":27,"source":"arxiv_source","source_observed_at":"2026-08-11T13:53:39.527694Z"},"links":{"citing_paper":"/paper/2412.12701"},"observation_digest":"sha256:c2981d90f5d7f07d66b36d350c816ab3110112a436c67b91f2c88107a4165cc3","observation_id":"07865e89-178f-4537-a27b-31706615517f","resolution":{"observed_at":"2026-08-11T13:53:41.619567Z","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":"2308.05374","last_updated":"2024-03-21T00:21:14Z","snapshot_observed_at":"2026-08-02T17:09:20.540788Z","submitted_at":"2023-08-10T06:43:44Z","title":"Trustworthy LLMs: a Survey and Guideline for Evaluating Large Language Models' Alignment","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2308.05374","snapshot_observed_at":"2026-08-11T13:53:39.646936Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2412.12701","last_updated":"2024-12-17T09:16:54Z","snapshot_observed_at":"2026-08-14T05:10:34.878154Z","submitted_at":"2024-12-17T09:16:54Z","title":"Trigger$^3$: Refining Query Correction via Adaptive Model Selector","version":1},"reference_index":28,"source":"arxiv_source","source_observed_at":"2026-08-11T13:53:39.646936Z"},"links":{"cited_paper":"/paper/2308.05374","citing_paper":"/paper/2412.12701"},"observation_digest":"sha256:a6fe80ce518f830eac311645e27abc8ea958635b560d3de449cf5f8149b3a389","observation_id":"211d1d88-a465-4af5-9510-9458d91f3cd6","resolution":{"observed_at":"2026-08-11T13:53:39.646936Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2304.10436","last_updated":"2023-04-20T16:27:35Z","snapshot_observed_at":"2026-08-13T11:58:37.271261Z","submitted_at":"2023-04-20T16:27:35Z","title":"Safety Assessment of Chinese Large Language Models","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2304.10436","snapshot_observed_at":"2026-08-11T13:53:39.701903Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2412.12701","last_updated":"2024-12-17T09:16:54Z","snapshot_observed_at":"2026-08-14T05:10:34.878154Z","submitted_at":"2024-12-17T09:16:54Z","title":"Trigger$^3$: Refining Query Correction via Adaptive Model Selector","version":1},"reference_index":29,"source":"arxiv_source","source_observed_at":"2026-08-11T13:53:39.701903Z"},"links":{"cited_paper":"/paper/2304.10436","citing_paper":"/paper/2412.12701"},"observation_digest":"sha256:00764d69b5f736d83cc4fd5005ddce9f00d5d175041ce767288b6bfc8d945968","observation_id":"b0ec6fdf-6b7d-4231-8150-2ae06ba89f70","resolution":{"observed_at":"2026-08-11T13:53:39.701903Z","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":"2026-08-11T13:53:41.597346Z","title":null,"venue":null,"work_id":"96c71030-93ea-47f2-80a9-d94e9a574b15","year":2019},"citing_paper":{"arxiv_id":"2412.12701","last_updated":"2024-12-17T09:16:54Z","snapshot_observed_at":"2026-08-14T05:10:34.878154Z","submitted_at":"2024-12-17T09:16:54Z","title":"Trigger$^3$: Refining Query Correction via Adaptive Model Selector","version":1},"reference_index":30,"source":"arxiv_source","source_observed_at":"2026-08-11T13:53:39.774789Z"},"links":{"citing_paper":"/paper/2412.12701"},"observation_digest":"sha256:6fe24b0281b34c2ab07c25f5f3f5c0856acc53a2b5053c59a90a805584769ce6","observation_id":"10f35475-5138-428f-931a-039a157ac399","resolution":{"observed_at":"2026-08-11T13:53:41.602687Z","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":"2026-08-11T13:53:41.554861Z","title":null,"venue":null,"work_id":"a2847d07-b8ce-4f22-9967-4c6bac3649a0","year":2020},"citing_paper":{"arxiv_id":"2412.12701","last_updated":"2024-12-17T09:16:54Z","snapshot_observed_at":"2026-08-14T05:10:34.878154Z","submitted_at":"2024-12-17T09:16:54Z","title":"Trigger$^3$: Refining Query Correction via Adaptive Model Selector","version":1},"reference_index":31,"source":"arxiv_source","source_observed_at":"2026-08-11T13:53:39.781216Z"},"links":{"citing_paper":"/paper/2412.12701"},"observation_digest":"sha256:388fd7d8476326f8f48eaec9bd9d79747f42aae3222d8d6350f291df75052aea","observation_id":"407f5dc6-b243-4711-b59d-3187dd8dacdc","resolution":{"observed_at":"2026-08-11T13:53:41.585957Z","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":"2026-08-11T13:53:41.446055Z","title":null,"venue":null,"work_id":"9d188a72-bc06-4ebe-b2a0-d79828f6d08d","year":2022},"citing_paper":{"arxiv_id":"2412.12701","last_updated":"2024-12-17T09:16:54Z","snapshot_observed_at":"2026-08-14T05:10:34.878154Z","submitted_at":"2024-12-17T09:16:54Z","title":"Trigger$^3$: Refining Query Correction via Adaptive Model Selector","version":1},"reference_index":32,"source":"arxiv_source","source_observed_at":"2026-08-11T13:53:39.787253Z"},"links":{"citing_paper":"/paper/2412.12701"},"observation_digest":"sha256:30ff5cc15336113a4e575cd1c1b35bfa8f186ec1c10ec22b8ba8ab8232aeafdd","observation_id":"80cb1be3-e2a0-46ab-aa52-1ab2635bbd3b","resolution":{"observed_at":"2026-08-11T13:53:41.510042Z","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":"2026-08-11T13:53:41.282252Z","title":null,"venue":null,"work_id":"1e249b0b-16a2-4079-89b0-fd8212f0f52e","year":2021},"citing_paper":{"arxiv_id":"2412.12701","last_updated":"2024-12-17T09:16:54Z","snapshot_observed_at":"2026-08-14T05:10:34.878154Z","submitted_at":"2024-12-17T09:16:54Z","title":"Trigger$^3$: Refining Query Correction via Adaptive Model Selector","version":1},"reference_index":33,"source":"arxiv_source","source_observed_at":"2026-08-11T13:53:39.795547Z"},"links":{"citing_paper":"/paper/2412.12701"},"observation_digest":"sha256:1999b0d649e31ee5df81f70882ca8d9abfd448c2f385c6eb9bf9f2d7348c727e","observation_id":"43af150b-a50d-4f32-ac7d-41e4d7b4cd05","resolution":{"observed_at":"2026-08-11T13:53:41.342430Z","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":"2309.10305","last_updated":"2025-04-17T08:34:42Z","snapshot_observed_at":"2026-08-14T19:59:05.307983Z","submitted_at":"2023-09-19T04:13:22Z","title":"Baichuan 2: Open Large-scale Language Models","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2309.10305","snapshot_observed_at":"2026-08-11T13:53:39.801590Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2412.12701","last_updated":"2024-12-17T09:16:54Z","snapshot_observed_at":"2026-08-14T05:10:34.878154Z","submitted_at":"2024-12-17T09:16:54Z","title":"Trigger$^3$: Refining Query Correction via Adaptive Model Selector","version":1},"reference_index":34,"source":"arxiv_source","source_observed_at":"2026-08-11T13:53:39.801590Z"},"links":{"cited_paper":"/paper/2309.10305","citing_paper":"/paper/2412.12701"},"observation_digest":"sha256:3df515dfca4c079c46b43f7b61c3cdd1bab951908f86ae62a13ae5fac79e5721","observation_id":"1acbfc14-6839-489c-b769-e583c65dae85","resolution":{"observed_at":"2026-08-11T13:53:39.801590Z","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":"2026-08-11T13:53:41.202036Z","title":null,"venue":null,"work_id":"17f7791c-2da6-4bbf-84bc-012a2af13ad0","year":2023},"citing_paper":{"arxiv_id":"2412.12701","last_updated":"2024-12-17T09:16:54Z","snapshot_observed_at":"2026-08-14T05:10:34.878154Z","submitted_at":"2024-12-17T09:16:54Z","title":"Trigger$^3$: Refining Query Correction via Adaptive Model Selector","version":1},"reference_index":35,"source":"arxiv_source","source_observed_at":"2026-08-11T13:53:39.808042Z"},"links":{"citing_paper":"/paper/2412.12701"},"observation_digest":"sha256:e3e1b2f4828822bd427fece35440fbdcab9c37f9823fdefca56994859744074e","observation_id":"a475811a-cfde-4072-99aa-a6991f8a820e","resolution":{"observed_at":"2026-08-11T13:53:41.268127Z","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":"2310.03094","last_updated":"2024-02-08T22:02:22Z","snapshot_observed_at":"2026-08-13T05:57:19.566693Z","submitted_at":"2023-10-04T18:21:17Z","title":"Large Language Model Cascades with Mixture of Thoughts Representations for Cost-efficient Reasoning","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2310.03094","snapshot_observed_at":"2026-08-11T13:53:39.815797Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2412.12701","last_updated":"2024-12-17T09:16:54Z","snapshot_observed_at":"2026-08-14T05:10:34.878154Z","submitted_at":"2024-12-17T09:16:54Z","title":"Trigger$^3$: Refining Query Correction via Adaptive Model Selector","version":1},"reference_index":36,"source":"arxiv_source","source_observed_at":"2026-08-11T13:53:39.815797Z"},"links":{"cited_paper":"/paper/2310.03094","citing_paper":"/paper/2412.12701"},"observation_digest":"sha256:9141cb243ac49fa81e6b177e78915014889832df0b57baf38fad56ced9f568c0","observation_id":"88ed9196-4555-4c73-8cd5-d38f6e0b847e","resolution":{"observed_at":"2026-08-11T13:53:39.815797Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2310.03046","last_updated":"2023-10-03T22:16:13Z","snapshot_observed_at":"2026-08-13T05:58:01.789047Z","submitted_at":"2023-10-03T22:16:13Z","title":"EcoAssistant: Using LLM Assistant More Affordably and Accurately","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2310.03046","snapshot_observed_at":"2026-08-11T13:53:39.824410Z","title":"H.; and Wang, C","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2412.12701","last_updated":"2024-12-17T09:16:54Z","snapshot_observed_at":"2026-08-14T05:10:34.878154Z","submitted_at":"2024-12-17T09:16:54Z","title":"Trigger$^3$: Refining Query Correction via Adaptive Model Selector","version":1},"reference_index":37,"source":"arxiv_source","source_observed_at":"2026-08-11T13:53:39.824410Z"},"links":{"cited_paper":"/paper/2310.03046","citing_paper":"/paper/2412.12701"},"observation_digest":"sha256:afdb0d437b50b8eb6e0c544bfa7e1544878c893ed1f265707daddee680866745","observation_id":"f21f953c-70a5-460f-ade9-4c3bb70db896","resolution":{"observed_at":"2026-08-11T13:53:39.824410Z","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":"2026-08-11T13:53:40.986529Z","title":null,"venue":null,"work_id":"f1599478-58d1-4022-8dcd-d1e0e7b215bd","year":2020},"citing_paper":{"arxiv_id":"2412.12701","last_updated":"2024-12-17T09:16:54Z","snapshot_observed_at":"2026-08-14T05:10:34.878154Z","submitted_at":"2024-12-17T09:16:54Z","title":"Trigger$^3$: Refining Query Correction via Adaptive Model Selector","version":1},"reference_index":38,"source":"arxiv_source","source_observed_at":"2026-08-11T13:53:39.831506Z"},"links":{"citing_paper":"/paper/2412.12701"},"observation_digest":"sha256:737b347f1cff5e2f70f4eca0fbeeabe6b9322e6f5b47c5ad438e50e57d36f790","observation_id":"a2f39494-7f50-4e54-be41-6c76b0b5cce1","resolution":{"observed_at":"2026-08-11T13:53:41.091126Z","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":"2026-08-11T13:53:40.968670Z","title":null,"venue":null,"work_id":"949b6c57-b437-41b7-8574-345a1a174962","year":2019},"citing_paper":{"arxiv_id":"2412.12701","last_updated":"2024-12-17T09:16:54Z","snapshot_observed_at":"2026-08-14T05:10:34.878154Z","submitted_at":"2024-12-17T09:16:54Z","title":"Trigger$^3$: Refining Query Correction via Adaptive Model Selector","version":1},"reference_index":39,"source":"arxiv_source","source_observed_at":"2026-08-11T13:53:39.838447Z"},"links":{"citing_paper":"/paper/2412.12701"},"observation_digest":"sha256:176a9e507f8457b813503a738c505353fc50ffe36e8a06fb9865a842e85fa8af","observation_id":"921baaa9-50e0-42af-aa78-12d49c962689","resolution":{"observed_at":"2026-08-11T13:53:40.974228Z","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":"2026-08-11T13:53:40.678419Z","title":null,"venue":null,"work_id":"3cfd8b1e-167b-4647-a946-c97bf7d14325","year":2022},"citing_paper":{"arxiv_id":"2412.12701","last_updated":"2024-12-17T09:16:54Z","snapshot_observed_at":"2026-08-14T05:10:34.878154Z","submitted_at":"2024-12-17T09:16:54Z","title":"Trigger$^3$: Refining Query Correction via Adaptive Model Selector","version":1},"reference_index":40,"source":"arxiv_source","source_observed_at":"2026-08-11T13:53:39.847593Z"},"links":{"citing_paper":"/paper/2412.12701"},"observation_digest":"sha256:f91ddbff3016428c6f056233da06a4f901685456a0f7316cea39996487acee11","observation_id":"e6e07ac6-7c74-4b3d-92d9-464494910292","resolution":{"observed_at":"2026-08-11T13:53:40.810756Z","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":"2110.06696","last_updated":"2021-10-14T09:00:20Z","snapshot_observed_at":"2026-08-13T17:53:56.641431Z","submitted_at":"2021-10-13T13:14:32Z","title":"Mengzi: Towards Lightweight yet Ingenious Pre-trained Models for Chinese","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2110.06696","snapshot_observed_at":"2026-08-11T13:53:39.860538Z","title":null,"venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2412.12701","last_updated":"2024-12-17T09:16:54Z","snapshot_observed_at":"2026-08-14T05:10:34.878154Z","submitted_at":"2024-12-17T09:16:54Z","title":"Trigger$^3$: Refining Query Correction via Adaptive Model Selector","version":1},"reference_index":41,"source":"arxiv_source","source_observed_at":"2026-08-11T13:53:39.860538Z"},"links":{"cited_paper":"/paper/2110.06696","citing_paper":"/paper/2412.12701"},"observation_digest":"sha256:abeb5cbdf361c4ddb58fab4c7eecceead65e8ad3fe4fa24733749805fd7f639b","observation_id":"1e7c9978-8a97-4767-bf8b-66cdbc44c3d4","resolution":{"observed_at":"2026-08-11T13:53:39.860538Z","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":"2026-08-11T13:53:40.599761Z","title":null,"venue":null,"work_id":"1676c5be-c1b9-42ad-81c8-e8635b12a76d","year":2020},"citing_paper":{"arxiv_id":"2412.12701","last_updated":"2024-12-17T09:16:54Z","snapshot_observed_at":"2026-08-14T05:10:34.878154Z","submitted_at":"2024-12-17T09:16:54Z","title":"Trigger$^3$: Refining Query Correction via Adaptive Model Selector","version":1},"reference_index":42,"source":"arxiv_source","source_observed_at":"2026-08-11T13:53:39.866663Z"},"links":{"citing_paper":"/paper/2412.12701"},"observation_digest":"sha256:78afe3fea27dcf42655abac162e0d201abc385af50b8728fd05a56c2887ac4b4","observation_id":"9a6467e6-0b25-4ffb-9b0f-7ad0c1860a9c","resolution":{"observed_at":"2026-08-11T13:53:40.663211Z","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":"2026-08-11T13:53:39.872729Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2412.12701","last_updated":"2024-12-17T09:16:54Z","snapshot_observed_at":"2026-08-14T05:10:34.878154Z","submitted_at":"2024-12-17T09:16:54Z","title":"Trigger$^3$: Refining Query Correction via Adaptive Model Selector","version":1},"reference_index":43,"source":"arxiv_source","source_observed_at":"2026-08-11T13:53:39.872729Z"},"links":{"citing_paper":"/paper/2412.12701"},"observation_digest":"sha256:3fa87299fd14fc144c10550ee16802d1cfd3cf593afe2d80000cefaddc695c25","observation_id":"6b0f9cc7-a880-4f9d-a262-80e7237e096f","resolution":{"observed_at":"2026-08-11T13:53:39.872729Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"paper":{"arxiv_id":"2412.12701","last_updated":"2024-12-17T09:16:54Z","latest_version":1,"primary_category":"cs.CL","snapshot_observed_at":"2026-08-14T05:10:34.878154Z","submitted_at":"2024-12-17T09:16:54Z","title":"Trigger$^3$: Refining Query Correction via Adaptive Model Selector"},"reference_resolution":{"displayed":42,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":41,"verified_exact":1,"verified_fuzzy":0},"total_outbound_references":42},"refusal":"A citation records a reference. It does not transfer a finding from one paper to another.","schema":"pith.paper-citation-record.v1","standing_sources":[{"observed_at":"2026-08-15T06:32:42.880941+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 42 of 42 outbound references and 0 inbound Pith citation observations for arXiv:2412.12701."}