{"as_of":"2026-08-07T23:08:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:0dfa4e4197156ac3510d1c5f732b30a06342f9fb81487f907b143f7df92626e9","coverage":[{"denominator":58,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":58,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-06T19:44:01.871291Z","state":"measured"},{"denominator":58,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":58,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-07T06:34:17.273281+00:00","state":"measured"},{"denominator":0,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":0,"source":"paper_references, paper_reference_links","source_observed_at":null,"state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"cited_works","source_observed_at":null,"state":"measured"}],"external_citation_measurements":[],"inbound":[],"links":{"evidence":"/evidence","html":"/paper/2507.04748/citation-record","integrity":"/paper/2507.04748/integrity","json":"/paper/2507.04748/citation-record.json","paper":"/paper/2507.04748"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:44:08.731572Z","title":null,"venue":null,"work_id":"be762b23-1af2-40f6-a203-773d7812192c","year":2024},"citing_paper":{"arxiv_id":"2507.04748","last_updated":"2025-07-07T08:19:17Z","snapshot_observed_at":"2026-08-06T22:56:27.170678Z","submitted_at":"2025-07-07T08:19:17Z","title":"LLM-based Question-Answer Framework for Sensor-driven HVAC System Interaction","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-06T19:43:55.733008Z"},"links":{"citing_paper":"/paper/2507.04748"},"observation_digest":"sha256:4b3a696ac53aa61fcc0fbe807397f199b738b1ba99e8a930347956b70ab2a710","observation_id":"1c7a2a38-6061-4846-8cdc-d1c198e220dc","resolution":{"observed_at":"2026-08-06T19:44:08.828323Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:44:08.542496Z","title":null,"venue":null,"work_id":"e8fd2661-36d9-405d-8055-ef89ab3c166a","year":2023},"citing_paper":{"arxiv_id":"2507.04748","last_updated":"2025-07-07T08:19:17Z","snapshot_observed_at":"2026-08-06T22:56:27.170678Z","submitted_at":"2025-07-07T08:19:17Z","title":"LLM-based Question-Answer Framework for Sensor-driven HVAC System Interaction","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-06T19:43:55.772190Z"},"links":{"citing_paper":"/paper/2507.04748"},"observation_digest":"sha256:a7b300e0ffa2a84171a217a9543f84c6c0dd20e040897985620743d7ae5d1f37","observation_id":"b7408eed-c16a-4ecc-aced-4ca52ea28aee","resolution":{"observed_at":"2026-08-06T19:44:08.634341Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:44:08.341202Z","title":null,"venue":null,"work_id":"da0bbad8-ffcd-4825-a1ef-08a8c4fc2f8f","year":2024},"citing_paper":{"arxiv_id":"2507.04748","last_updated":"2025-07-07T08:19:17Z","snapshot_observed_at":"2026-08-06T22:56:27.170678Z","submitted_at":"2025-07-07T08:19:17Z","title":"LLM-based Question-Answer Framework for Sensor-driven HVAC System Interaction","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-06T19:43:55.872427Z"},"links":{"citing_paper":"/paper/2507.04748"},"observation_digest":"sha256:6756097f8810d5955deb413cef3f9e9957eade6a5f9a3be80eb3424dd6d962a8","observation_id":"69d7665d-b356-4976-929a-ac14545d9fe8","resolution":{"observed_at":"2026-08-06T19:44:08.440752Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:44:08.165853Z","title":null,"venue":null,"work_id":"05669a17-e9ab-47c9-913f-232e192e9424","year":2024},"citing_paper":{"arxiv_id":"2507.04748","last_updated":"2025-07-07T08:19:17Z","snapshot_observed_at":"2026-08-06T22:56:27.170678Z","submitted_at":"2025-07-07T08:19:17Z","title":"LLM-based Question-Answer Framework for Sensor-driven HVAC System Interaction","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-06T19:43:55.956055Z"},"links":{"citing_paper":"/paper/2507.04748"},"observation_digest":"sha256:9bf7df507778d24aaee952b56db5ab9440a900b8754d9dec7af5145e1180b047","observation_id":"ae9319e7-1fd2-401c-a3f7-fbef0cf7ee93","resolution":{"observed_at":"2026-08-06T19:44:08.254798Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2408.14717","last_updated":"2024-08-27T00:50:14Z","snapshot_observed_at":"2026-08-03T14:52:09.343248Z","submitted_at":"2024-08-27T00:50:14Z","title":"Text2SQL is Not Enough: Unifying AI and Databases with TAG","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2408.14717","snapshot_observed_at":"2026-08-06T19:43:56.025942Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.04748","last_updated":"2025-07-07T08:19:17Z","snapshot_observed_at":"2026-08-06T22:56:27.170678Z","submitted_at":"2025-07-07T08:19:17Z","title":"LLM-based Question-Answer Framework for Sensor-driven HVAC System Interaction","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-06T19:43:56.025942Z"},"links":{"cited_paper":"/paper/2408.14717","citing_paper":"/paper/2507.04748"},"observation_digest":"sha256:b3bf18868e845e493b3863168f6727d59c0a3d9cc41a01104b2b6d42d1a1e222","observation_id":"6238b6a7-6f20-448b-a9bf-ff20aa46578a","resolution":{"observed_at":"2026-08-06T19:43:56.025942Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2310.14735","last_updated":"2025-05-11T09:23:41Z","snapshot_observed_at":"2026-07-06T16:37:03.248953Z","submitted_at":"2023-10-23T09:15:18Z","title":"Unleashing the potential of prompt engineering for large language models","version":6},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2310.14735","snapshot_observed_at":"2026-08-06T19:43:56.084903Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2507.04748","last_updated":"2025-07-07T08:19:17Z","snapshot_observed_at":"2026-08-06T22:56:27.170678Z","submitted_at":"2025-07-07T08:19:17Z","title":"LLM-based Question-Answer Framework for Sensor-driven HVAC System Interaction","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-06T19:43:56.084903Z"},"links":{"cited_paper":"/paper/2310.14735","citing_paper":"/paper/2507.04748"},"observation_digest":"sha256:7fb5ff6a65993c57b4d1ab4392426a2707b71987558692769b4f6eff195a4be4","observation_id":"a76b10b2-12e3-456b-9b59-3698866d0811","resolution":{"observed_at":"2026-08-06T19:43:56.084903Z","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":"2026-08-06T19:43:56.157982Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2507.04748","last_updated":"2025-07-07T08:19:17Z","snapshot_observed_at":"2026-08-06T22:56:27.170678Z","submitted_at":"2025-07-07T08:19:17Z","title":"LLM-based Question-Answer Framework for Sensor-driven HVAC System Interaction","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-06T19:43:56.157982Z"},"links":{"citing_paper":"/paper/2507.04748"},"observation_digest":"sha256:897a34811df1395a5c9ae126cfb04ccfa711872344c7eb8ec639b27110f9da2a","observation_id":"3c3c8c43-0d18-4049-ae61-dd5a38a24c1f","resolution":{"observed_at":"2026-08-06T19:43:56.157982Z","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":"0322.33608","doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:44:03.399081Z","title":null,"venue":null,"work_id":"dc65824c-179a-4579-9104-2566b093ff77","year":2019},"citing_paper":{"arxiv_id":"2507.04748","last_updated":"2025-07-07T08:19:17Z","snapshot_observed_at":"2026-08-06T22:56:27.170678Z","submitted_at":"2025-07-07T08:19:17Z","title":"LLM-based Question-Answer Framework for Sensor-driven HVAC System Interaction","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-06T19:43:56.250730Z"},"links":{"citing_paper":"/paper/2507.04748"},"observation_digest":"sha256:66980d5c9622bff51694faa255ea723c0ab6f328667240096a62f50c6f52c540","observation_id":"c8929f81-bb6c-460a-8374-ad04bd242f28","resolution":{"observed_at":"2026-08-06T19:44:03.522725Z","resolver_source":"raw_fallback","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2309.15402","last_updated":"2024-06-06T01:58:54Z","snapshot_observed_at":"2026-07-06T16:24:10.053246Z","submitted_at":"2023-09-27T04:53:10Z","title":"Navigate through Enigmatic Labyrinth A Survey of Chain of Thought Reasoning: Advances, Frontiers and Future","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2309.15402","snapshot_observed_at":"2026-08-06T19:43:56.316116Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2507.04748","last_updated":"2025-07-07T08:19:17Z","snapshot_observed_at":"2026-08-06T22:56:27.170678Z","submitted_at":"2025-07-07T08:19:17Z","title":"LLM-based Question-Answer Framework for Sensor-driven HVAC System Interaction","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-06T19:43:56.316116Z"},"links":{"cited_paper":"/paper/2309.15402","citing_paper":"/paper/2507.04748"},"observation_digest":"sha256:ebe5487a6d731faec8b538fd737612b519a5de90464b5602ed2d1d81b78742a1","observation_id":"a86f696f-d05c-4191-8304-c5b39b6b7a7a","resolution":{"observed_at":"2026-08-06T19:43:56.316116Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2405.06211","last_updated":"2024-06-17T08:56:38Z","snapshot_observed_at":"2026-07-06T18:12:26.233112Z","submitted_at":"2024-05-10T02:48:45Z","title":"A Survey on RAG Meeting LLMs: Towards Retrieval-Augmented Large Language Models","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2405.06211","snapshot_observed_at":"2026-08-06T19:43:56.392972Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.04748","last_updated":"2025-07-07T08:19:17Z","snapshot_observed_at":"2026-08-06T22:56:27.170678Z","submitted_at":"2025-07-07T08:19:17Z","title":"LLM-based Question-Answer Framework for Sensor-driven HVAC System Interaction","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-06T19:43:56.392972Z"},"links":{"cited_paper":"/paper/2405.06211","citing_paper":"/paper/2507.04748"},"observation_digest":"sha256:bf5e629446ee32d684eb97a35aa6e3459c9f387b552e1829c2764cc4eeaf08f4","observation_id":"53994312-7513-41a7-a3d2-788d72233bbb","resolution":{"observed_at":"2026-08-06T19:43:56.392972Z","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":"2026-08-06T19:44:07.972391Z","title":null,"venue":null,"work_id":"0863fc1f-9218-4f2d-b449-7f26972d7550","year":2024},"citing_paper":{"arxiv_id":"2507.04748","last_updated":"2025-07-07T08:19:17Z","snapshot_observed_at":"2026-08-06T22:56:27.170678Z","submitted_at":"2025-07-07T08:19:17Z","title":"LLM-based Question-Answer Framework for Sensor-driven HVAC System Interaction","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-06T19:43:56.453370Z"},"links":{"citing_paper":"/paper/2507.04748"},"observation_digest":"sha256:7d7ef6c9660e2d58fe8363c94f8f50fe8bac68f1906a4d6a17e2f7f331076a80","observation_id":"bcb57d56-b0ef-4063-8890-5d511e071f90","resolution":{"observed_at":"2026-08-06T19:44:08.040251Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2312.10997","last_updated":"2024-03-27T09:16:57Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2023-12-18T07:47:33Z","title":"Retrieval-Augmented Generation for Large Language Models: A Survey","version":5},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2312.10997","snapshot_observed_at":"2026-08-06T19:43:56.519907Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2507.04748","last_updated":"2025-07-07T08:19:17Z","snapshot_observed_at":"2026-08-06T22:56:27.170678Z","submitted_at":"2025-07-07T08:19:17Z","title":"LLM-based Question-Answer Framework for Sensor-driven HVAC System Interaction","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-06T19:43:56.519907Z"},"links":{"cited_paper":"/paper/2312.10997","citing_paper":"/paper/2507.04748"},"observation_digest":"sha256:4c2ae7861218e322735fa074867dbb7335c77d1e4594d97b76a986c4478df8e5","observation_id":"c185c72f-f995-44d2-a542-f8aa42e36407","resolution":{"observed_at":"2026-08-06T19:43:56.519907Z","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":"2026-07-06T18:55:11.576666Z","submitted_at":"2024-07-31T17:54:27Z","title":"The Llama 3 Herd of Models","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2407.21783","snapshot_observed_at":"2026-08-06T19:43:56.595294Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.04748","last_updated":"2025-07-07T08:19:17Z","snapshot_observed_at":"2026-08-06T22:56:27.170678Z","submitted_at":"2025-07-07T08:19:17Z","title":"LLM-based Question-Answer Framework for Sensor-driven HVAC System Interaction","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-06T19:43:56.595294Z"},"links":{"cited_paper":"/paper/2407.21783","citing_paper":"/paper/2507.04748"},"observation_digest":"sha256:f8860a125677a03dd0af79a547e8f07ec74f2c662fd8adf479cf26f60d55f553","observation_id":"420e5467-31c0-4219-982b-9f22eb15c2ff","resolution":{"observed_at":"2026-08-06T19:43:56.595294Z","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":"2026-08-06T19:44:07.788849Z","title":null,"venue":null,"work_id":"f566473b-de82-4a8f-ac34-44df4fcd90e6","year":2024},"citing_paper":{"arxiv_id":"2507.04748","last_updated":"2025-07-07T08:19:17Z","snapshot_observed_at":"2026-08-06T22:56:27.170678Z","submitted_at":"2025-07-07T08:19:17Z","title":"LLM-based Question-Answer Framework for Sensor-driven HVAC System Interaction","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-06T19:43:56.645780Z"},"links":{"citing_paper":"/paper/2507.04748"},"observation_digest":"sha256:ca3caa1bfed021d41306290dc2baadd08c16dc42545a95a05e646025aeb5d4ef","observation_id":"8929d8fb-054a-4104-894b-edf20273969f","resolution":{"observed_at":"2026-08-06T19:44:07.874694Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2410.12837","last_updated":"2024-10-03T22:29:47Z","snapshot_observed_at":"2026-08-07T20:19:18.658172Z","submitted_at":"2024-10-03T22:29:47Z","title":"A Comprehensive Survey of Retrieval-Augmented Generation (RAG): Evolution, Current Landscape and Future Directions","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2410.12837","snapshot_observed_at":"2026-08-06T19:43:56.709862Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.04748","last_updated":"2025-07-07T08:19:17Z","snapshot_observed_at":"2026-08-06T22:56:27.170678Z","submitted_at":"2025-07-07T08:19:17Z","title":"LLM-based Question-Answer Framework for Sensor-driven HVAC System Interaction","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-06T19:43:56.709862Z"},"links":{"cited_paper":"/paper/2410.12837","citing_paper":"/paper/2507.04748"},"observation_digest":"sha256:14128a189f02d9bc55e4ea00aaca54c8725ad8264c24711afc0e00a8cb3db5d9","observation_id":"886e72e0-6e73-4f0c-88ad-3057dd7f7ccc","resolution":{"observed_at":"2026-08-06T19:43:56.709862Z","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":"2026-08-06T19:44:07.635002Z","title":null,"venue":null,"work_id":"f34792c7-cab3-424b-98b8-2727666bc711","year":null},"citing_paper":{"arxiv_id":"2507.04748","last_updated":"2025-07-07T08:19:17Z","snapshot_observed_at":"2026-08-06T22:56:27.170678Z","submitted_at":"2025-07-07T08:19:17Z","title":"LLM-based Question-Answer Framework for Sensor-driven HVAC System Interaction","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-06T19:43:56.774531Z"},"links":{"citing_paper":"/paper/2507.04748"},"observation_digest":"sha256:52bce4b41d28a8721ce6b24b8099fb1483964352c93bc51f131cca48321192f7","observation_id":"62ac2805-5c35-4115-9eaf-4d7a21fcbdb5","resolution":{"observed_at":"2026-08-06T19:44:07.701009Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:43:56.926050Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.04748","last_updated":"2025-07-07T08:19:17Z","snapshot_observed_at":"2026-08-06T22:56:27.170678Z","submitted_at":"2025-07-07T08:19:17Z","title":"LLM-based Question-Answer Framework for Sensor-driven HVAC System Interaction","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-06T19:43:56.926050Z"},"links":{"citing_paper":"/paper/2507.04748"},"observation_digest":"sha256:d4d36cf489831dffda2f245025d7b9c51f3f494ee5e7aa5b44c45e11efae4575","observation_id":"d82600a2-c07a-4a7d-a399-aad930eedd44","resolution":{"observed_at":"2026-08-06T19:43:56.926050Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2106.09685","last_updated":"2021-10-16T18:40:34Z","snapshot_observed_at":"2026-08-07T07:43:16.294957Z","submitted_at":"2021-06-17T17:37:18Z","title":"LoRA: Low-Rank Adaptation of Large Language Models","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2106.09685","snapshot_observed_at":"2026-08-06T19:43:56.988705Z","title":"Hu, Yelong Shen, Phillip Wallis, Zeyuan Allen-Zhu, Yuanzhi Li, Shean Wang, Lu Wang, and Weizhu Chen","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2507.04748","last_updated":"2025-07-07T08:19:17Z","snapshot_observed_at":"2026-08-06T22:56:27.170678Z","submitted_at":"2025-07-07T08:19:17Z","title":"LLM-based Question-Answer Framework for Sensor-driven HVAC System Interaction","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-06T19:43:56.988705Z"},"links":{"cited_paper":"/paper/2106.09685","citing_paper":"/paper/2507.04748"},"observation_digest":"sha256:c49fa5d79701b83279b53c154f694c65af61b288e333998f9fcbd5b85f8f5ad6","observation_id":"121d9c44-8710-4eb8-822e-6ce09fb8f235","resolution":{"observed_at":"2026-08-06T19:43:56.988705Z","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":"2026-08-06T19:44:07.461761Z","title":null,"venue":null,"work_id":"7eb60cc0-003b-4df1-9d6a-f505c571dbaf","year":2025},"citing_paper":{"arxiv_id":"2507.04748","last_updated":"2025-07-07T08:19:17Z","snapshot_observed_at":"2026-08-06T22:56:27.170678Z","submitted_at":"2025-07-07T08:19:17Z","title":"LLM-based Question-Answer Framework for Sensor-driven HVAC System Interaction","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-06T19:43:57.063614Z"},"links":{"citing_paper":"/paper/2507.04748"},"observation_digest":"sha256:3e309bbfeec47bdd34371e36738bb31a43daa62e96a01632497c97d10921df5a","observation_id":"e123ecdb-d383-419c-ac17-04678ce9e114","resolution":{"observed_at":"2026-08-06T19:44:07.526418Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2402.14848","last_updated":"2024-07-10T17:01:37Z","snapshot_observed_at":"2026-08-06T06:21:41.245457Z","submitted_at":"2024-02-19T16:04:53Z","title":"Same Task, More Tokens: the Impact of Input Length on the Reasoning Performance of Large Language Models","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2402.14848","snapshot_observed_at":"2026-08-06T19:43:57.117300Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.04748","last_updated":"2025-07-07T08:19:17Z","snapshot_observed_at":"2026-08-06T22:56:27.170678Z","submitted_at":"2025-07-07T08:19:17Z","title":"LLM-based Question-Answer Framework for Sensor-driven HVAC System Interaction","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-06T19:43:57.117300Z"},"links":{"cited_paper":"/paper/2402.14848","citing_paper":"/paper/2507.04748"},"observation_digest":"sha256:7255670b69d871a8d5f7b4f3db20f1a6c01ac8a97dd252730db36ff5dcc01dfd","observation_id":"27f1d89e-e28c-4da5-92f2-6f8fb8cd7e62","resolution":{"observed_at":"2026-08-06T19:43:57.117300Z","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":"2026-08-06T19:43:57.175092Z","title":null,"venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2507.04748","last_updated":"2025-07-07T08:19:17Z","snapshot_observed_at":"2026-08-06T22:56:27.170678Z","submitted_at":"2025-07-07T08:19:17Z","title":"LLM-based Question-Answer Framework for Sensor-driven HVAC System Interaction","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-06T19:43:57.175092Z"},"links":{"citing_paper":"/paper/2507.04748"},"observation_digest":"sha256:172ffa2d61c9fcd08d9357e5f677bc9a98148057cc823c29a7fb158ffa6d9718","observation_id":"677a2d0f-020a-478a-87dd-6e5169c7e08f","resolution":{"observed_at":"2026-08-06T19:43:57.175092Z","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":"2026-08-06T19:43:57.313445Z","title":null,"venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2507.04748","last_updated":"2025-07-07T08:19:17Z","snapshot_observed_at":"2026-08-06T22:56:27.170678Z","submitted_at":"2025-07-07T08:19:17Z","title":"LLM-based Question-Answer Framework for Sensor-driven HVAC System Interaction","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-06T19:43:57.313445Z"},"links":{"citing_paper":"/paper/2507.04748"},"observation_digest":"sha256:bd9ce315f83494775b73d917d1ac0756a654c4da46df49199c9db73f6d5e205b","observation_id":"e84772dc-775e-4136-8884-d7654d1e7b9b","resolution":{"observed_at":"2026-08-06T19:43:57.313445Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2412.05579","last_updated":"2024-12-10T05:49:12Z","snapshot_observed_at":"2026-07-31T01:42:39.468673Z","submitted_at":"2024-12-07T08:07:24Z","title":"LLMs-as-Judges: A Comprehensive Survey on LLM-based Evaluation Methods","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2412.05579","snapshot_observed_at":"2026-08-06T19:43:57.465527Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.04748","last_updated":"2025-07-07T08:19:17Z","snapshot_observed_at":"2026-08-06T22:56:27.170678Z","submitted_at":"2025-07-07T08:19:17Z","title":"LLM-based Question-Answer Framework for Sensor-driven HVAC System Interaction","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-06T19:43:57.465527Z"},"links":{"cited_paper":"/paper/2412.05579","citing_paper":"/paper/2507.04748"},"observation_digest":"sha256:e946e0d3eadecd1d22bfcb3c2cae9169d15454134666fde2506f96eeeee86695","observation_id":"89e9b43f-d6b8-4f9f-8bb1-08cf49262a2b","resolution":{"observed_at":"2026-08-06T19:43:57.465527Z","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":"2026-08-06T19:44:07.221100Z","title":null,"venue":null,"work_id":"a38463d4-efac-46c8-9f66-801ed4dcdabd","year":2025},"citing_paper":{"arxiv_id":"2507.04748","last_updated":"2025-07-07T08:19:17Z","snapshot_observed_at":"2026-08-06T22:56:27.170678Z","submitted_at":"2025-07-07T08:19:17Z","title":"LLM-based Question-Answer Framework for Sensor-driven HVAC System Interaction","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-06T19:43:57.631341Z"},"links":{"citing_paper":"/paper/2507.04748"},"observation_digest":"sha256:4340def3ea1c04b7afcc30d4943939733e98d78d52fe7cd36964e0b56c0951d0","observation_id":"d23b7f7c-2374-4695-9cca-dbf7b94e19cf","resolution":{"observed_at":"2026-08-06T19:44:07.334536Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2402.07927","last_updated":"2025-03-16T06:23:34Z","snapshot_observed_at":"2026-08-05T17:55:26.008016Z","submitted_at":"2024-02-05T19:49:13Z","title":"A Systematic Survey of Prompt Engineering in Large Language Models: Techniques and Applications","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2402.07927","snapshot_observed_at":"2026-08-06T19:43:57.768484Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.04748","last_updated":"2025-07-07T08:19:17Z","snapshot_observed_at":"2026-08-06T22:56:27.170678Z","submitted_at":"2025-07-07T08:19:17Z","title":"LLM-based Question-Answer Framework for Sensor-driven HVAC System Interaction","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-06T19:43:57.768484Z"},"links":{"cited_paper":"/paper/2402.07927","citing_paper":"/paper/2507.04748"},"observation_digest":"sha256:79b3e24c3115e5f19b39109919acae7124f80f37a5ab26196d123e577683bda3","observation_id":"52851bcf-d165-431f-9251-b153239b51a4","resolution":{"observed_at":"2026-08-06T19:43:57.768484Z","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":"2026-08-06T19:44:07.041744Z","title":null,"venue":null,"work_id":"75ba6069-995f-4ce9-a710-e160e75e19a0","year":2023},"citing_paper":{"arxiv_id":"2507.04748","last_updated":"2025-07-07T08:19:17Z","snapshot_observed_at":"2026-08-06T22:56:27.170678Z","submitted_at":"2025-07-07T08:19:17Z","title":"LLM-based Question-Answer Framework for Sensor-driven HVAC System Interaction","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-06T19:43:57.904959Z"},"links":{"citing_paper":"/paper/2507.04748"},"observation_digest":"sha256:48fba0488f6d9e9681110efc0d271bf46cee780c567b954b6cbe8c764eef09ce","observation_id":"e43c9a36-b16c-4dca-b2e5-1bef01c365a3","resolution":{"observed_at":"2026-08-06T19:44:07.142586Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"5014.37220","doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:44:02.767815Z","title":null,"venue":null,"work_id":"b4455a12-8cb4-41f8-a8aa-337574322cbb","year":2025},"citing_paper":{"arxiv_id":"2507.04748","last_updated":"2025-07-07T08:19:17Z","snapshot_observed_at":"2026-08-06T22:56:27.170678Z","submitted_at":"2025-07-07T08:19:17Z","title":"LLM-based Question-Answer Framework for Sensor-driven HVAC System Interaction","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-06T19:43:58.008279Z"},"links":{"citing_paper":"/paper/2507.04748"},"observation_digest":"sha256:8164309c44f1c33bad2c27200f66fdeae5677d38f0e83d04511a5b90bc149312","observation_id":"00860bb6-547f-4b46-bcb8-d8b814597435","resolution":{"observed_at":"2026-08-06T19:44:02.929089Z","resolver_source":"raw_fallback","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2406.13261","last_updated":"2024-07-08T18:29:58Z","snapshot_observed_at":"2026-08-03T08:28:31.028527Z","submitted_at":"2024-06-19T06:46:59Z","title":"BeHonest: Benchmarking Honesty in Large Language Models","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2406.13261","snapshot_observed_at":"2026-08-06T19:43:58.189681Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.04748","last_updated":"2025-07-07T08:19:17Z","snapshot_observed_at":"2026-08-06T22:56:27.170678Z","submitted_at":"2025-07-07T08:19:17Z","title":"LLM-based Question-Answer Framework for Sensor-driven HVAC System Interaction","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-06T19:43:58.189681Z"},"links":{"cited_paper":"/paper/2406.13261","citing_paper":"/paper/2507.04748"},"observation_digest":"sha256:1f095a0d7084b0a36a59f77dfe0dca32eb9a5923ff059a36e862658c15af92ec","observation_id":"716eb961-9bcf-48e3-8049-2dbe0bfc9589","resolution":{"observed_at":"2026-08-06T19:43:58.189681Z","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":"2502.08930","doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:44:02.376557Z","title":null,"venue":null,"work_id":"defbf9ea-cb53-4ee3-9a0c-36c5fde0d158","year":2025},"citing_paper":{"arxiv_id":"2507.04748","last_updated":"2025-07-07T08:19:17Z","snapshot_observed_at":"2026-08-06T22:56:27.170678Z","submitted_at":"2025-07-07T08:19:17Z","title":"LLM-based Question-Answer Framework for Sensor-driven HVAC System Interaction","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-06T19:43:58.297532Z"},"links":{"citing_paper":"/paper/2507.04748"},"observation_digest":"sha256:3cb88c867d85f6ab5fb54598b5f3a7acdc770b66ec03ac176270068e572277b9","observation_id":"1babda14-9fea-4e97-ad67-054107d7df29","resolution":{"observed_at":"2026-08-06T19:44:02.498832Z","resolver_source":"raw_fallback","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:44:06.883481Z","title":null,"venue":null,"work_id":"dcfd2685-3999-4a23-b13e-f72144309960","year":2023},"citing_paper":{"arxiv_id":"2507.04748","last_updated":"2025-07-07T08:19:17Z","snapshot_observed_at":"2026-08-06T22:56:27.170678Z","submitted_at":"2025-07-07T08:19:17Z","title":"LLM-based Question-Answer Framework for Sensor-driven HVAC System Interaction","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-06T19:43:58.430276Z"},"links":{"citing_paper":"/paper/2507.04748"},"observation_digest":"sha256:3c73a5fe3dba343948d5b5139d681d4ec590b43216851956b787d96f2c38de37","observation_id":"fe10b78f-5862-41c0-91ea-8f7cf267208b","resolution":{"observed_at":"2026-08-06T19:44:06.953433Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:44:06.746143Z","title":null,"venue":null,"work_id":"1371f670-b8bc-4ec9-af2e-5ce5a4e25e6b","year":2024},"citing_paper":{"arxiv_id":"2507.04748","last_updated":"2025-07-07T08:19:17Z","snapshot_observed_at":"2026-08-06T22:56:27.170678Z","submitted_at":"2025-07-07T08:19:17Z","title":"LLM-based Question-Answer Framework for Sensor-driven HVAC System Interaction","version":1},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-06T19:43:58.519475Z"},"links":{"citing_paper":"/paper/2507.04748"},"observation_digest":"sha256:35a56244951a78d6b77883431a683aba7d5b88a85cb9143449686dc2cd22b58c","observation_id":"5229dfdd-b219-4c70-9280-87d82222b87a","resolution":{"observed_at":"2026-08-06T19:44:06.812363Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:44:06.614770Z","title":null,"venue":null,"work_id":"72c7c2b5-a3dc-4fd1-9bb6-b172a491503f","year":2010},"citing_paper":{"arxiv_id":"2507.04748","last_updated":"2025-07-07T08:19:17Z","snapshot_observed_at":"2026-08-06T22:56:27.170678Z","submitted_at":"2025-07-07T08:19:17Z","title":"LLM-based Question-Answer Framework for Sensor-driven HVAC System Interaction","version":1},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-08-06T19:43:58.627071Z"},"links":{"citing_paper":"/paper/2507.04748"},"observation_digest":"sha256:46fabb1c4076ae64268e67853abb24aa0467c25b1c19c39654dabc2f117785ba","observation_id":"3a0a6572-504b-4f63-bdc5-782cdb168358","resolution":{"observed_at":"2026-08-06T19:44:06.677555Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:43:58.735493Z","title":"Zhang, Kashif Rasul, Anderson Schneider, Lintao Ma, Yuriy Nevmyvaka, and Dongjin Song","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2507.04748","last_updated":"2025-07-07T08:19:17Z","snapshot_observed_at":"2026-08-06T22:56:27.170678Z","submitted_at":"2025-07-07T08:19:17Z","title":"LLM-based Question-Answer Framework for Sensor-driven HVAC System Interaction","version":1},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-08-06T19:43:58.735493Z"},"links":{"citing_paper":"/paper/2507.04748"},"observation_digest":"sha256:fc0840df094709aa00a009e6d37a7586b1e1b16d24f961c13036a9df7960a6d4","observation_id":"105fbc36-cf17-411a-9681-7a19d5daec37","resolution":{"observed_at":"2026-08-06T19:43:58.735493Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2203.02155","last_updated":"2022-03-04T07:04:42Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2022-03-04T07:04:42Z","title":"Training language models to follow instructions with human feedback","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2203.02155","snapshot_observed_at":"2026-08-06T19:43:58.833494Z","title":null,"venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2507.04748","last_updated":"2025-07-07T08:19:17Z","snapshot_observed_at":"2026-08-06T22:56:27.170678Z","submitted_at":"2025-07-07T08:19:17Z","title":"LLM-based Question-Answer Framework for Sensor-driven HVAC System Interaction","version":1},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-08-06T19:43:58.833494Z"},"links":{"cited_paper":"/paper/2203.02155","citing_paper":"/paper/2507.04748"},"observation_digest":"sha256:d97e313acaaa5719cda45726d5ecf634e5fa88d1403a946c09c39341410def3a","observation_id":"45bb6010-8709-43d4-bb38-dd53792117ea","resolution":{"observed_at":"2026-08-06T19:43:58.833494Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2304.11015","last_updated":"2023-11-02T20:30:12Z","snapshot_observed_at":"2026-07-06T15:18:26.300068Z","submitted_at":"2023-04-21T15:02:18Z","title":"DIN-SQL: Decomposed In-Context Learning of Text-to-SQL with Self-Correction","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2304.11015","snapshot_observed_at":"2026-08-06T19:43:58.965386Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2507.04748","last_updated":"2025-07-07T08:19:17Z","snapshot_observed_at":"2026-08-06T22:56:27.170678Z","submitted_at":"2025-07-07T08:19:17Z","title":"LLM-based Question-Answer Framework for Sensor-driven HVAC System Interaction","version":1},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-08-06T19:43:58.965386Z"},"links":{"cited_paper":"/paper/2304.11015","citing_paper":"/paper/2507.04748"},"observation_digest":"sha256:5dca218ff4cd8f3e92fd025badf9879fb487c6dc8e37b910f62bd6b732de9256","observation_id":"5307f098-d469-4762-a3d1-24a877841b75","resolution":{"observed_at":"2026-08-06T19:43:58.965386Z","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":"2026-08-06T19:44:06.434589Z","title":null,"venue":null,"work_id":"bd1ac2a5-c378-4e88-9ce6-2762618c3de2","year":2023},"citing_paper":{"arxiv_id":"2507.04748","last_updated":"2025-07-07T08:19:17Z","snapshot_observed_at":"2026-08-06T22:56:27.170678Z","submitted_at":"2025-07-07T08:19:17Z","title":"LLM-based Question-Answer Framework for Sensor-driven HVAC System Interaction","version":1},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-08-06T19:43:59.053390Z"},"links":{"citing_paper":"/paper/2507.04748"},"observation_digest":"sha256:93975d5c314f859fdf87bff6b622ea5222b454c7aa9f6ad97bcd9588a0432db7","observation_id":"7362ab50-75e0-46c0-886d-886b2235461e","resolution":{"observed_at":"2026-08-06T19:44:06.500461Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:43:59.133288Z","title":null,"venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2507.04748","last_updated":"2025-07-07T08:19:17Z","snapshot_observed_at":"2026-08-06T22:56:27.170678Z","submitted_at":"2025-07-07T08:19:17Z","title":"LLM-based Question-Answer Framework for Sensor-driven HVAC System Interaction","version":1},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-08-06T19:43:59.133288Z"},"links":{"citing_paper":"/paper/2507.04748"},"observation_digest":"sha256:6d0729bcea83c91cbc7c650682370387018c74d3a72308e3fa83802c3a0743f7","observation_id":"76951068-13ab-4a0e-ab73-ddd9aa436adb","resolution":{"observed_at":"2026-08-06T19:43:59.133288Z","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":"2026-08-06T19:43:59.318249Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.04748","last_updated":"2025-07-07T08:19:17Z","snapshot_observed_at":"2026-08-06T22:56:27.170678Z","submitted_at":"2025-07-07T08:19:17Z","title":"LLM-based Question-Answer Framework for Sensor-driven HVAC System Interaction","version":1},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-08-06T19:43:59.318249Z"},"links":{"citing_paper":"/paper/2507.04748"},"observation_digest":"sha256:086326dfe5ae023aca44be6d007949ca6eade9539e908117382cf74dccae36ba","observation_id":"32e6ba02-ca9b-4bbb-b8ad-22fc04529d01","resolution":{"observed_at":"2026-08-06T19:43:59.318249Z","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":"2026-08-06T19:44:06.280944Z","title":null,"venue":null,"work_id":"99354e81-ee0b-4ced-92cf-025c8fea4ea7","year":2000},"citing_paper":{"arxiv_id":"2507.04748","last_updated":"2025-07-07T08:19:17Z","snapshot_observed_at":"2026-08-06T22:56:27.170678Z","submitted_at":"2025-07-07T08:19:17Z","title":"LLM-based Question-Answer Framework for Sensor-driven HVAC System Interaction","version":1},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-08-06T19:43:59.502419Z"},"links":{"citing_paper":"/paper/2507.04748"},"observation_digest":"sha256:d393d7f88956aafb0603c41156c9caf6ffdd83fefabe2214e0484e5d37df31f8","observation_id":"d2c24e59-e2cc-4b5a-8add-db96a33fe55a","resolution":{"observed_at":"2026-08-06T19:44:06.349684Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:44:06.140609Z","title":null,"venue":null,"work_id":"5d1c4ed8-f696-42f2-a8ff-a7dd6c76147c","year":2025},"citing_paper":{"arxiv_id":"2507.04748","last_updated":"2025-07-07T08:19:17Z","snapshot_observed_at":"2026-08-06T22:56:27.170678Z","submitted_at":"2025-07-07T08:19:17Z","title":"LLM-based Question-Answer Framework for Sensor-driven HVAC System Interaction","version":1},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-08-06T19:43:59.588823Z"},"links":{"citing_paper":"/paper/2507.04748"},"observation_digest":"sha256:297997d57202c8d57d1ee75fa7928087afc587cc66788eca4e34101af6de9cb1","observation_id":"8b0da80d-ad28-4b9c-b747-9b556143e457","resolution":{"observed_at":"2026-08-06T19:44:06.205788Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:44:05.962484Z","title":null,"venue":null,"work_id":"6c729bf9-a21a-40fe-afd1-870e960d9f51","year":2022},"citing_paper":{"arxiv_id":"2507.04748","last_updated":"2025-07-07T08:19:17Z","snapshot_observed_at":"2026-08-06T22:56:27.170678Z","submitted_at":"2025-07-07T08:19:17Z","title":"LLM-based Question-Answer Framework for Sensor-driven HVAC System Interaction","version":1},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-08-06T19:43:59.665237Z"},"links":{"citing_paper":"/paper/2507.04748"},"observation_digest":"sha256:0eac12797c2e700484eeda29953a8e195b8b84d7a40f65ba1d2bc35d40b351fc","observation_id":"a99df993-f441-4f7e-8772-23366aae42cd","resolution":{"observed_at":"2026-08-06T19:44:06.066066Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2403.10081","last_updated":"2024-09-21T08:27:16Z","snapshot_observed_at":"2026-07-06T17:45:07.023305Z","submitted_at":"2024-03-15T07:45:37Z","title":"DRAGIN: Dynamic Retrieval Augmented Generation based on the Information Needs of Large Language Models","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2403.10081","snapshot_observed_at":"2026-08-06T19:43:59.805791Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.04748","last_updated":"2025-07-07T08:19:17Z","snapshot_observed_at":"2026-08-06T22:56:27.170678Z","submitted_at":"2025-07-07T08:19:17Z","title":"LLM-based Question-Answer Framework for Sensor-driven HVAC System Interaction","version":1},"reference_index":42,"source":"pdf_text","source_observed_at":"2026-08-06T19:43:59.805791Z"},"links":{"cited_paper":"/paper/2403.10081","citing_paper":"/paper/2507.04748"},"observation_digest":"sha256:b80c6093c98b0b9e585d510e02d9a6d7e549255c6d76a1696c5c861288976573","observation_id":"e2a8edb9-cc1e-4bf2-8b9f-db0da7ae87d2","resolution":{"observed_at":"2026-08-06T19:43:59.805791Z","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":"2026-08-06T19:44:05.657204Z","title":null,"venue":null,"work_id":"413adb98-c9e8-49ad-9212-7d4292607514","year":2025},"citing_paper":{"arxiv_id":"2507.04748","last_updated":"2025-07-07T08:19:17Z","snapshot_observed_at":"2026-08-06T22:56:27.170678Z","submitted_at":"2025-07-07T08:19:17Z","title":"LLM-based Question-Answer Framework for Sensor-driven HVAC System Interaction","version":1},"reference_index":43,"source":"pdf_text","source_observed_at":"2026-08-06T19:43:59.929951Z"},"links":{"citing_paper":"/paper/2507.04748"},"observation_digest":"sha256:3c1bc55f4bfc0468f552b9d1aca5d742e8dc64d462c22482d1c4fb8908e285a7","observation_id":"337bfb49-2d0c-4db7-bf2a-d55dd8124252","resolution":{"observed_at":"2026-08-06T19:44:05.848378Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:44:05.278588Z","title":"Timescale","venue":null,"work_id":"a98655b9-8410-486d-b1f2-5ed49848b497","year":2017},"citing_paper":{"arxiv_id":"2507.04748","last_updated":"2025-07-07T08:19:17Z","snapshot_observed_at":"2026-08-06T22:56:27.170678Z","submitted_at":"2025-07-07T08:19:17Z","title":"LLM-based Question-Answer Framework for Sensor-driven HVAC System Interaction","version":1},"reference_index":44,"source":"pdf_text","source_observed_at":"2026-08-06T19:44:00.007309Z"},"links":{"citing_paper":"/paper/2507.04748"},"observation_digest":"sha256:a592dc132734b69a4fa37c088090017d736daf2a9ae3b2c7f48cc57dea36c1ef","observation_id":"69430d1d-e959-4b64-8b9d-277b6a21304b","resolution":{"observed_at":"2026-08-06T19:44:05.463491Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2309.07864","last_updated":"2023-09-19T08:29:18Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2023-09-14T17:12:03Z","title":"The Rise and Potential of Large Language Model Based Agents: A Survey","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2309.07864","snapshot_observed_at":"2026-08-06T19:44:00.105641Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2507.04748","last_updated":"2025-07-07T08:19:17Z","snapshot_observed_at":"2026-08-06T22:56:27.170678Z","submitted_at":"2025-07-07T08:19:17Z","title":"LLM-based Question-Answer Framework for Sensor-driven HVAC System Interaction","version":1},"reference_index":45,"source":"pdf_text","source_observed_at":"2026-08-06T19:44:00.105641Z"},"links":{"cited_paper":"/paper/2309.07864","citing_paper":"/paper/2507.04748"},"observation_digest":"sha256:d8d446e2c473426b256445a5c60213700f92c32b4cea66bcfb0e23946dacf2be","observation_id":"c91f928b-e8f9-4912-954b-15d625e5a2a0","resolution":{"observed_at":"2026-08-06T19:44:00.105641Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2201.11903","last_updated":"2023-01-10T23:07:57Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2022-01-28T02:33:07Z","title":"Chain-of-Thought Prompting Elicits Reasoning in Large Language Models","version":6},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2201.11903","snapshot_observed_at":"2026-08-06T19:44:00.280611Z","title":null,"venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2507.04748","last_updated":"2025-07-07T08:19:17Z","snapshot_observed_at":"2026-08-06T22:56:27.170678Z","submitted_at":"2025-07-07T08:19:17Z","title":"LLM-based Question-Answer Framework for Sensor-driven HVAC System Interaction","version":1},"reference_index":46,"source":"pdf_text","source_observed_at":"2026-08-06T19:44:00.280611Z"},"links":{"cited_paper":"/paper/2201.11903","citing_paper":"/paper/2507.04748"},"observation_digest":"sha256:3b00159b79c7a4634d4c48bd6732b5cf050e692c2dfeae95b580a9cf25ad6ca3","observation_id":"b4a5fcdb-f209-4f8c-867e-fdabd4225c94","resolution":{"observed_at":"2026-08-06T19:44:00.280611Z","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":"2026-08-06T19:44:05.037715Z","title":null,"venue":null,"work_id":"e9b8f417-ffa9-43fe-a979-0238b4bb3d18","year":2024},"citing_paper":{"arxiv_id":"2507.04748","last_updated":"2025-07-07T08:19:17Z","snapshot_observed_at":"2026-08-06T22:56:27.170678Z","submitted_at":"2025-07-07T08:19:17Z","title":"LLM-based Question-Answer Framework for Sensor-driven HVAC System Interaction","version":1},"reference_index":47,"source":"pdf_text","source_observed_at":"2026-08-06T19:44:00.407582Z"},"links":{"citing_paper":"/paper/2507.04748"},"observation_digest":"sha256:651cf36f85ded4a7c611e9967ffbc81112286a4c9710e55fbbfdba364a4e15ff","observation_id":"9ab5ba0a-d561-49e7-b8c8-cd66267f03cc","resolution":{"observed_at":"2026-08-06T19:44:05.164797Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:44:04.788286Z","title":null,"venue":null,"work_id":"281a3c1c-4396-40ed-bf71-d117defe1eea","year":2025},"citing_paper":{"arxiv_id":"2507.04748","last_updated":"2025-07-07T08:19:17Z","snapshot_observed_at":"2026-08-06T22:56:27.170678Z","submitted_at":"2025-07-07T08:19:17Z","title":"LLM-based Question-Answer Framework for Sensor-driven HVAC System Interaction","version":1},"reference_index":48,"source":"pdf_text","source_observed_at":"2026-08-06T19:44:00.574146Z"},"links":{"citing_paper":"/paper/2507.04748"},"observation_digest":"sha256:19f592dcd8d59875ace6776026fa11588ee8ee482b843420daafcaa294d2a7bb","observation_id":"8605dfe8-b42f-485b-a726-cf4c20cc38ec","resolution":{"observed_at":"2026-08-06T19:44:04.883222Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:44:04.552019Z","title":null,"venue":null,"work_id":"888cf7fe-6584-4dfc-b1a4-5db67d9fc671","year":2024},"citing_paper":{"arxiv_id":"2507.04748","last_updated":"2025-07-07T08:19:17Z","snapshot_observed_at":"2026-08-06T22:56:27.170678Z","submitted_at":"2025-07-07T08:19:17Z","title":"LLM-based Question-Answer Framework for Sensor-driven HVAC System Interaction","version":1},"reference_index":49,"source":"pdf_text","source_observed_at":"2026-08-06T19:44:00.718968Z"},"links":{"citing_paper":"/paper/2507.04748"},"observation_digest":"sha256:80d8159adbd53e2d36c9ef348e3002377b22d08bc970a5278ed686a5cc11ae7c","observation_id":"62258d55-6b3d-4113-b77a-04f000f20ce9","resolution":{"observed_at":"2026-08-06T19:44:04.675780Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"1809.08887","last_updated":"2019-02-02T23:53:18Z","snapshot_observed_at":"2026-07-06T07:03:52.901427Z","submitted_at":"2018-09-24T13:03:13Z","title":"Spider: A Large-Scale Human-Labeled Dataset for Complex and Cross-Domain Semantic Parsing and Text-to-SQL Task","version":5},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1809.08887","snapshot_observed_at":"2026-08-06T19:44:00.886211Z","title":null,"venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2507.04748","last_updated":"2025-07-07T08:19:17Z","snapshot_observed_at":"2026-08-06T22:56:27.170678Z","submitted_at":"2025-07-07T08:19:17Z","title":"LLM-based Question-Answer Framework for Sensor-driven HVAC System Interaction","version":1},"reference_index":50,"source":"pdf_text","source_observed_at":"2026-08-06T19:44:00.886211Z"},"links":{"cited_paper":"/paper/1809.08887","citing_paper":"/paper/2507.04748"},"observation_digest":"sha256:d5b01ba0a41824e044df6cb0fd625f48a110a101e1c7b45de6fce287a4038fee","observation_id":"e7c0a957-345f-45d4-b3c1-aee4df1b921e","resolution":{"observed_at":"2026-08-06T19:44:00.886211Z","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":"2026-08-06T19:44:04.325306Z","title":null,"venue":null,"work_id":"95bc330f-7fb5-41b7-9ace-89ba18890557","year":null},"citing_paper":{"arxiv_id":"2507.04748","last_updated":"2025-07-07T08:19:17Z","snapshot_observed_at":"2026-08-06T22:56:27.170678Z","submitted_at":"2025-07-07T08:19:17Z","title":"LLM-based Question-Answer Framework for Sensor-driven HVAC System Interaction","version":1},"reference_index":51,"source":"pdf_text","source_observed_at":"2026-08-06T19:44:01.027814Z"},"links":{"citing_paper":"/paper/2507.04748"},"observation_digest":"sha256:4ee890dab1df3470e13cc2b7f864a6350c9b4a9fcf29fbbcedcf6014b2ca3828","observation_id":"e0b6ec8f-2065-4829-b776-87ef2bbee75a","resolution":{"observed_at":"2026-08-06T19:44:04.448018Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:44:03.850914Z","title":null,"venue":null,"work_id":"1e5e04e2-f1c7-4ff2-8aab-ab52555f7cc6","year":2025},"citing_paper":{"arxiv_id":"2507.04748","last_updated":"2025-07-07T08:19:17Z","snapshot_observed_at":"2026-08-06T22:56:27.170678Z","submitted_at":"2025-07-07T08:19:17Z","title":"LLM-based Question-Answer Framework for Sensor-driven HVAC System Interaction","version":1},"reference_index":52,"source":"pdf_text","source_observed_at":"2026-08-06T19:44:01.397962Z"},"links":{"citing_paper":"/paper/2507.04748"},"observation_digest":"sha256:9d9f41815a72b9c49e2f7f0a9379deab69b2d457456dca7439b17d32756aaff0","observation_id":"df1faab5-597d-44d2-8e98-16e2d3ec3c89","resolution":{"observed_at":"2026-08-06T19:44:03.948503Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:44:03.787855Z","title":null,"venue":null,"work_id":"8679abca-f6a5-412c-a6c8-e4492732d539","year":2024},"citing_paper":{"arxiv_id":"2507.04748","last_updated":"2025-07-07T08:19:17Z","snapshot_observed_at":"2026-08-06T22:56:27.170678Z","submitted_at":"2025-07-07T08:19:17Z","title":"LLM-based Question-Answer Framework for Sensor-driven HVAC System Interaction","version":1},"reference_index":53,"source":"pdf_text","source_observed_at":"2026-08-06T19:44:01.567620Z"},"links":{"citing_paper":"/paper/2507.04748"},"observation_digest":"sha256:8a146d2337fbf1f97f48271acd296ee457c636e501ef5b94121c841a9a27e29b","observation_id":"be190aa8-dad0-4921-acbc-d1c18f445b89","resolution":{"observed_at":"2026-08-06T19:44:03.840322Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2401.00001","last_updated":"2023-11-18T05:01:37Z","snapshot_observed_at":"2026-07-06T17:09:59.848387Z","submitted_at":"2023-11-18T05:01:37Z","title":"Sector Rotation by Factor Model and Fundamental Analysis","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2401.00001","snapshot_observed_at":"2026-08-06T19:44:01.684657Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.04748","last_updated":"2025-07-07T08:19:17Z","snapshot_observed_at":"2026-08-06T22:56:27.170678Z","submitted_at":"2025-07-07T08:19:17Z","title":"LLM-based Question-Answer Framework for Sensor-driven HVAC System Interaction","version":1},"reference_index":54,"source":"pdf_text","source_observed_at":"2026-08-06T19:44:01.684657Z"},"links":{"cited_paper":"/paper/2401.00001","citing_paper":"/paper/2507.04748"},"observation_digest":"sha256:a8fadcacdbfac3d11397298921b8cb1939e6e61bd2b246faad65eeb1d8f1e62d","observation_id":"a7335188-a224-4af3-aef8-ca8f81751dd4","resolution":{"observed_at":"2026-08-06T19:44:01.684657Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2306.05685","last_updated":"2023-12-24T02:01:34Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2023-06-09T05:55:52Z","title":"Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2306.05685","snapshot_observed_at":"2026-08-06T19:44:01.784652Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2507.04748","last_updated":"2025-07-07T08:19:17Z","snapshot_observed_at":"2026-08-06T22:56:27.170678Z","submitted_at":"2025-07-07T08:19:17Z","title":"LLM-based Question-Answer Framework for Sensor-driven HVAC System Interaction","version":1},"reference_index":55,"source":"pdf_text","source_observed_at":"2026-08-06T19:44:01.784652Z"},"links":{"cited_paper":"/paper/2306.05685","citing_paper":"/paper/2507.04748"},"observation_digest":"sha256:210dcd53c93a2c29c630152f0996db6ef1628ffd54acbbf111fd4a52623ad1a9","observation_id":"0fe490b2-8e44-4115-b79f-9b3dbe03c1fa","resolution":{"observed_at":"2026-08-06T19:44:01.784652Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2410.06011","last_updated":"2024-10-08T13:09:52Z","snapshot_observed_at":"2026-07-06T19:29:46.997580Z","submitted_at":"2024-10-08T13:09:52Z","title":"Large Language Model Enhanced Text-to-SQL Generation: A Survey","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2410.06011","snapshot_observed_at":"2026-08-06T19:44:01.871291Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.04748","last_updated":"2025-07-07T08:19:17Z","snapshot_observed_at":"2026-08-06T22:56:27.170678Z","submitted_at":"2025-07-07T08:19:17Z","title":"LLM-based Question-Answer Framework for Sensor-driven HVAC System Interaction","version":1},"reference_index":56,"source":"pdf_text","source_observed_at":"2026-08-06T19:44:01.871291Z"},"links":{"cited_paper":"/paper/2410.06011","citing_paper":"/paper/2507.04748"},"observation_digest":"sha256:00b64733ebbbfeca3c171b44af331a931ecb0b674f9c48cfbde56207c14b657f","observation_id":"28a1f14c-8fec-43d9-b2e9-a0bbb54e5ba9","resolution":{"observed_at":"2026-08-06T19:44:01.871291Z","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":"2026-08-06T19:44:04.095489Z","title":"In Proceedings of the 29th ACM International Conference on Multimedia","venue":null,"work_id":"ea6d9403-f3f7-447e-96bb-3859d7ef0185","year":null},"citing_paper":{"arxiv_id":"2507.04748","last_updated":"2025-07-07T08:19:17Z","snapshot_observed_at":"2026-08-06T22:56:27.170678Z","submitted_at":"2025-07-07T08:19:17Z","title":"LLM-based Question-Answer Framework for Sensor-driven HVAC System Interaction","version":1},"reference_index":2021,"source":"pdf_text","source_observed_at":"2026-08-06T19:44:01.235754Z"},"links":{"citing_paper":"/paper/2507.04748"},"observation_digest":"sha256:18e9e6e3862fd339694f1ca71e12a03497be9b82bbf30326205b8b3965448373","observation_id":"32c11cc9-b45f-4a55-beeb-0ef9b7a45b86","resolution":{"observed_at":"2026-08-06T19:44:04.206152Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2402.07630","last_updated":"2024-05-27T04:04:40Z","snapshot_observed_at":"2026-07-06T17:28:52.196375Z","submitted_at":"2024-02-12T13:13:04Z","title":"G-Retriever: Retrieval-Augmented Generation for Textual Graph Understanding and Question Answering","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2402.07630","snapshot_observed_at":"2026-08-06T19:43:56.857118Z","title":"arXiv preprint arXiv:2402.07630 (2024)","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.04748","last_updated":"2025-07-07T08:19:17Z","snapshot_observed_at":"2026-08-06T22:56:27.170678Z","submitted_at":"2025-07-07T08:19:17Z","title":"LLM-based Question-Answer Framework for Sensor-driven HVAC System Interaction","version":1},"reference_index":2024,"source":"pdf_text","source_observed_at":"2026-08-06T19:43:56.857118Z"},"links":{"cited_paper":"/paper/2402.07630","citing_paper":"/paper/2507.04748"},"observation_digest":"sha256:1eba512814fa85e8f4ce541bfb362d0e974b018d1ced69da7fa4267793bfc2fb","observation_id":"27193f65-a02d-484e-b6f4-ace304301b62","resolution":{"observed_at":"2026-08-06T19:43:56.857118Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"paper":{"arxiv_id":"2507.04748","last_updated":"2025-07-07T08:19:17Z","latest_version":1,"primary_category":"cs.AI","snapshot_observed_at":"2026-08-06T22:56:27.170678Z","submitted_at":"2025-07-07T08:19:17Z","title":"LLM-based Question-Answer Framework for Sensor-driven HVAC System Interaction"},"reference_resolution":{"displayed":58,"state_counts":{"malformed_identifier":0,"metadata_mismatch":2,"parse_uncertain":0,"unresolved":53,"verified_exact":1,"verified_fuzzy":2},"total_outbound_references":58},"refusal":"A citation records a reference. It does not transfer a finding from one paper to another.","schema":"pith.paper-citation-record.v1","standing_sources":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"thesis":"As of 7 August 2026, this Paper Citation Record lists 58 of 58 outbound references and 0 inbound Pith citation observations for arXiv:2507.04748."}