{"as_of":"2026-08-10T00:58:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:29a38b4d6a34123fd1c281834f2029fa7dc3171dd98455a2d98d3cc9e935a03e","coverage":[{"denominator":43,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":43,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-05T15:17:43.809318Z","state":"measured"},{"denominator":43,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":43,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-09T06:31:02.800959+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/2508.20243/citation-record","integrity":"/paper/2508.20243/integrity","json":"/paper/2508.20243/citation-record.json","paper":"/paper/2508.20243"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T15:17:44.417366Z","title":"W., Stucker, B., Khorasani, M., Rosen, D., Stucker, B., and Khorasani, M., Additive manufacturing technologies","venue":null,"work_id":"fc857a16-4599-4c97-abe6-325d80f43181","year":2021},"citing_paper":{"arxiv_id":"2508.20243","last_updated":"2025-08-27T19:59:12Z","snapshot_observed_at":"2026-08-09T21:12:35.284418Z","submitted_at":"2025-08-27T19:59:12Z","title":"Linking heterogeneous microstructure informatics with expert characterization knowledge through customized and hybrid vision-language representations for industrial qualification","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-05T15:17:43.678632Z"},"links":{"citing_paper":"/paper/2508.20243"},"observation_digest":"sha256:03d171e157a809e050fc1312f1d8c5665bc029ac0ef48c7d875cf9f77c11cf7f","observation_id":"05dbcb3b-1be4-4259-9939-3b79a68b8f78","resolution":{"observed_at":"2026-08-05T15:17:44.420281Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-05T15:17:44.409327Z","title":"L., Jain, H., Rollett, A","venue":null,"work_id":"cc081a40-b76a-4a6f-8b49-ef50ffb7ec41","year":2017},"citing_paper":{"arxiv_id":"2508.20243","last_updated":"2025-08-27T19:59:12Z","snapshot_observed_at":"2026-08-09T21:12:35.284418Z","submitted_at":"2025-08-27T19:59:12Z","title":"Linking heterogeneous microstructure informatics with expert characterization knowledge through customized and hybrid vision-language representations for industrial qualification","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-05T15:17:43.682475Z"},"links":{"citing_paper":"/paper/2508.20243"},"observation_digest":"sha256:26dac1b6f880f20f76e52f4fbcd997aea5ae98faa161f3a139c5f71b5a41abba","observation_id":"12e0e334-57b2-416c-80f3-83105e581165","resolution":{"observed_at":"2026-08-05T15:17:44.412120Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-05T15:17:44.401356Z","title":"F., El Haddad, R., Zimmermann, M., Wood, G., Lamouche, G., Wanjara, P., and Zhao, Y","venue":null,"work_id":"9a22201f-c96d-4901-81fb-1d81858fa052","year":2024},"citing_paper":{"arxiv_id":"2508.20243","last_updated":"2025-08-27T19:59:12Z","snapshot_observed_at":"2026-08-09T21:12:35.284418Z","submitted_at":"2025-08-27T19:59:12Z","title":"Linking heterogeneous microstructure informatics with expert characterization knowledge through customized and hybrid vision-language representations for industrial qualification","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-05T15:17:43.685726Z"},"links":{"citing_paper":"/paper/2508.20243"},"observation_digest":"sha256:83daf13c76be48b2402c2ab019f1509a5bc7443e79e4e6dc30f5d62fe0c4f9e6","observation_id":"59ab141e-d33f-48a2-abd7-9e34d6ba72da","resolution":{"observed_at":"2026-08-05T15:17:44.404364Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-05T15:17:44.393334Z","title":"J., Automated semantic segmentation of NiCrBSi-WC optical microscopy images using convolutional neural networks","venue":null,"work_id":"a87b3040-8013-4535-9791-f17caa04736c","year":2022},"citing_paper":{"arxiv_id":"2508.20243","last_updated":"2025-08-27T19:59:12Z","snapshot_observed_at":"2026-08-09T21:12:35.284418Z","submitted_at":"2025-08-27T19:59:12Z","title":"Linking heterogeneous microstructure informatics with expert characterization knowledge through customized and hybrid vision-language representations for industrial qualification","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-05T15:17:43.689110Z"},"links":{"citing_paper":"/paper/2508.20243"},"observation_digest":"sha256:f50d4e84ca2e8363eeb9d8289c2543101b74f07436729aa5435653fa0f88503f","observation_id":"ae874e0a-8e1d-4b36-8bbe-d6d6ba9fe177","resolution":{"observed_at":"2026-08-05T15:17:44.396314Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-05T15:17:44.384613Z","title":"F., and El Haddad, R., Understanding the Impact of Applying Large Language Model in Engineering Design Education","venue":null,"work_id":"09f13326-6e7c-4bd9-8e9d-e7cb458295b3","year":2025},"citing_paper":{"arxiv_id":"2508.20243","last_updated":"2025-08-27T19:59:12Z","snapshot_observed_at":"2026-08-09T21:12:35.284418Z","submitted_at":"2025-08-27T19:59:12Z","title":"Linking heterogeneous microstructure informatics with expert characterization knowledge through customized and hybrid vision-language representations for industrial qualification","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-05T15:17:43.692773Z"},"links":{"citing_paper":"/paper/2508.20243"},"observation_digest":"sha256:676a8787f5783bad68dc46bcfcc65f08008f9a2680ec19826f6b3c8af44eac50","observation_id":"d1436f50-2eb8-492d-89cb-bef0eeb9da2a","resolution":{"observed_at":"2026-08-05T15:17:44.388005Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.1115/1.4068275","metadata_source":"doi_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T15:17:43.839497Z","title":"F., Human–Artificial Intelligence Teaming for Scientific Information Extraction From Data-Driven Additive Manufacturing Literature Using Large Language Models","venue":null,"work_id":"d55d3dd1-aa39-48ad-9c94-c679816550d2","year":2025},"citing_paper":{"arxiv_id":"2508.20243","last_updated":"2025-08-27T19:59:12Z","snapshot_observed_at":"2026-08-09T21:12:35.284418Z","submitted_at":"2025-08-27T19:59:12Z","title":"Linking heterogeneous microstructure informatics with expert characterization knowledge through customized and hybrid vision-language representations for industrial qualification","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-05T15:17:43.695810Z"},"links":{"citing_paper":"/paper/2508.20243"},"observation_digest":"sha256:a5c68a8f4578ff4505f315fc3ad50f020bac975977e7975b4db9c5cb1b4509f2","observation_id":"f6725bcf-87e7-4cbb-98b5-442d112f4e6e","resolution":{"observed_at":"2026-08-05T15:17:43.842696Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-05T15:17:44.376289Z","title":"E., Bian, S., Fuh, J","venue":null,"work_id":"8e9cec09-8dd6-411a-bd1b-a4be9cd55407","year":2025},"citing_paper":{"arxiv_id":"2508.20243","last_updated":"2025-08-27T19:59:12Z","snapshot_observed_at":"2026-08-09T21:12:35.284418Z","submitted_at":"2025-08-27T19:59:12Z","title":"Linking heterogeneous microstructure informatics with expert characterization knowledge through customized and hybrid vision-language representations for industrial qualification","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-05T15:17:43.699318Z"},"links":{"citing_paper":"/paper/2508.20243"},"observation_digest":"sha256:d01a3efdbbba6feee25dcd68826a5f67d8c5b291e4f4e65c9cd65f9af5851183","observation_id":"ca7e5e2d-12c5-41d0-aada-060057ea6e4b","resolution":{"observed_at":"2026-08-05T15:17:44.379387Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-05T15:17:44.367862Z","title":"IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024","venue":null,"work_id":"868d8511-850e-403f-89bb-cd7b943eab6e","year":2024},"citing_paper":{"arxiv_id":"2508.20243","last_updated":"2025-08-27T19:59:12Z","snapshot_observed_at":"2026-08-09T21:12:35.284418Z","submitted_at":"2025-08-27T19:59:12Z","title":"Linking heterogeneous microstructure informatics with expert characterization knowledge through customized and hybrid vision-language representations for industrial qualification","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-05T15:17:43.702238Z"},"links":{"citing_paper":"/paper/2508.20243"},"observation_digest":"sha256:241c9081ba3e155aa939ae0650f3470b16ee46e21b0bac032744358335f1ae8f","observation_id":"4309f6c8-dcb3-4c45-8846-59f38b10926d","resolution":{"observed_at":"2026-08-05T15:17:44.370981Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.36922/esam025040004","metadata_source":"doi_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T15:17:43.828671Z","title":"F., Advancing machine learning in additive manufacturing: Perspectives on data challenges, model development, and industrial adoption","venue":null,"work_id":"2d2bf6fa-1225-41ef-9fea-9b25f3c326fa","year":2025},"citing_paper":{"arxiv_id":"2508.20243","last_updated":"2025-08-27T19:59:12Z","snapshot_observed_at":"2026-08-09T21:12:35.284418Z","submitted_at":"2025-08-27T19:59:12Z","title":"Linking heterogeneous microstructure informatics with expert characterization knowledge through customized and hybrid vision-language representations for industrial qualification","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-05T15:17:43.705206Z"},"links":{"citing_paper":"/paper/2508.20243"},"observation_digest":"sha256:07814287d2c1d70cff0f77856afc3ad320e81e07a485ab5794edafd2e8363ed5","observation_id":"255e5fc7-c8f0-41fd-85a2-144b1971e9e1","resolution":{"observed_at":"2026-08-05T15:17:43.833121Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-05T15:17:44.359318Z","title":"F., On the data quality and imbalance in machine learning-based design and manufacturing—A systematic review","venue":null,"work_id":"c9cc4d38-1fe4-477b-ba2c-ecca72bdad98","year":2025},"citing_paper":{"arxiv_id":"2508.20243","last_updated":"2025-08-27T19:59:12Z","snapshot_observed_at":"2026-08-09T21:12:35.284418Z","submitted_at":"2025-08-27T19:59:12Z","title":"Linking heterogeneous microstructure informatics with expert characterization knowledge through customized and hybrid vision-language representations for industrial qualification","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-05T15:17:43.708290Z"},"links":{"citing_paper":"/paper/2508.20243"},"observation_digest":"sha256:2569437aa6414ee7957dca9f6ee3a76f18aba00d753c88404607c67f25ef3380","observation_id":"7b839e8f-7371-4908-88c5-2429f5aaeb3a","resolution":{"observed_at":"2026-08-05T15:17:44.362701Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-05T15:17:44.350664Z","title":"Advanced Engineering Informatics, 2025","venue":null,"work_id":"4843fe70-acc8-4a3d-bf93-4e19f28b0e6f","year":2025},"citing_paper":{"arxiv_id":"2508.20243","last_updated":"2025-08-27T19:59:12Z","snapshot_observed_at":"2026-08-09T21:12:35.284418Z","submitted_at":"2025-08-27T19:59:12Z","title":"Linking heterogeneous microstructure informatics with expert characterization knowledge through customized and hybrid vision-language representations for industrial qualification","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-05T15:17:43.712228Z"},"links":{"citing_paper":"/paper/2508.20243"},"observation_digest":"sha256:37c48d07e4a987d9beb7acdb8444a7b7bdb70139ff1cc34f2af9fb8207feddaa","observation_id":"c55a6921-967f-43a7-881b-b6bce0f3940d","resolution":{"observed_at":"2026-08-05T15:17:44.353627Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-05T15:17:44.342935Z","title":null,"venue":null,"work_id":"79f0cc83-b2a8-44bb-9c0b-b59069220004","year":2015},"citing_paper":{"arxiv_id":"2508.20243","last_updated":"2025-08-27T19:59:12Z","snapshot_observed_at":"2026-08-09T21:12:35.284418Z","submitted_at":"2025-08-27T19:59:12Z","title":"Linking heterogeneous microstructure informatics with expert characterization knowledge through customized and hybrid vision-language representations for industrial qualification","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-05T15:17:43.715383Z"},"links":{"citing_paper":"/paper/2508.20243"},"observation_digest":"sha256:361555b98715fad3d97ef4bd35f3550ca803fe8ed202439b5a0b1ab7df3afa93","observation_id":"da09a0e8-58a7-4c64-aea0-57254946ccd4","resolution":{"observed_at":"2026-08-05T15:17:44.345640Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-05T15:17:44.334874Z","title":"and Lee, G., Hybrid large language model approach for prompt and sensitive defect management: A comparative analysis of hybrid, non-hybrid, and GraphRAG approaches","venue":null,"work_id":"8037d22d-242a-4f3b-8d47-5c84db5b687c","year":2025},"citing_paper":{"arxiv_id":"2508.20243","last_updated":"2025-08-27T19:59:12Z","snapshot_observed_at":"2026-08-09T21:12:35.284418Z","submitted_at":"2025-08-27T19:59:12Z","title":"Linking heterogeneous microstructure informatics with expert characterization knowledge through customized and hybrid vision-language representations for industrial qualification","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-05T15:17:43.718248Z"},"links":{"citing_paper":"/paper/2508.20243"},"observation_digest":"sha256:edaa06d542f583363cc8f26688cf562eb640c6539845ea3f712c00c0bbf005cc","observation_id":"45cb95ab-91d8-4b37-bb79-acab59b14a2c","resolution":{"observed_at":"2026-08-05T15:17:44.337757Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-05T15:17:44.327094Z","title":"Advanced Engineering Informatics, 2025","venue":null,"work_id":"139fb4e6-71ad-46b3-ad9d-fadf31b1352a","year":2025},"citing_paper":{"arxiv_id":"2508.20243","last_updated":"2025-08-27T19:59:12Z","snapshot_observed_at":"2026-08-09T21:12:35.284418Z","submitted_at":"2025-08-27T19:59:12Z","title":"Linking heterogeneous microstructure informatics with expert characterization knowledge through customized and hybrid vision-language representations for industrial qualification","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-05T15:17:43.721004Z"},"links":{"citing_paper":"/paper/2508.20243"},"observation_digest":"sha256:a9d3b603ba29cdf4b49b619739966d3a33eae0773442b95a28672bf5533f2acb","observation_id":"bd0a3155-c68c-44c1-8ca7-8c22bd80a568","resolution":{"observed_at":"2026-08-05T15:17:44.329824Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-05T15:17:44.319218Z","title":"and Olivetti, E., MatKG: An autonomously generated knowledge graph in Material Science","venue":null,"work_id":"c468ee5b-d4c9-4927-8ec9-8ccbc1558b51","year":2024},"citing_paper":{"arxiv_id":"2508.20243","last_updated":"2025-08-27T19:59:12Z","snapshot_observed_at":"2026-08-09T21:12:35.284418Z","submitted_at":"2025-08-27T19:59:12Z","title":"Linking heterogeneous microstructure informatics with expert characterization knowledge through customized and hybrid vision-language representations for industrial qualification","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-05T15:17:43.724005Z"},"links":{"citing_paper":"/paper/2508.20243"},"observation_digest":"sha256:21c66175162020f17c3bf39b1c8498a0626c312523787129bdf0915c075075db","observation_id":"9c126a01-0956-452e-82a9-3e16f7fd3122","resolution":{"observed_at":"2026-08-05T15:17:44.322032Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-05T15:17:44.310463Z","title":"Advanced Engineering Informatics,","venue":null,"work_id":"084c8cd2-855f-4be0-88cb-935a9b92e99a","year":null},"citing_paper":{"arxiv_id":"2508.20243","last_updated":"2025-08-27T19:59:12Z","snapshot_observed_at":"2026-08-09T21:12:35.284418Z","submitted_at":"2025-08-27T19:59:12Z","title":"Linking heterogeneous microstructure informatics with expert characterization knowledge through customized and hybrid vision-language representations for industrial qualification","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-05T15:17:43.727053Z"},"links":{"citing_paper":"/paper/2508.20243"},"observation_digest":"sha256:b1dec09c61855ae2addd4e6e252f4c2aede816963152bc8b6188557210b4b291","observation_id":"104ecd7a-69ab-4a38-b3e5-c1540cbc4681","resolution":{"observed_at":"2026-08-05T15:17:44.313399Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-05T15:17:44.302046Z","title":"and Hadjidoukas, P., Deep learning based automated fracture identification in material characterization experiments","venue":null,"work_id":"92cb06b8-ac5c-477e-add4-d6f549c125e0","year":2024},"citing_paper":{"arxiv_id":"2508.20243","last_updated":"2025-08-27T19:59:12Z","snapshot_observed_at":"2026-08-09T21:12:35.284418Z","submitted_at":"2025-08-27T19:59:12Z","title":"Linking heterogeneous microstructure informatics with expert characterization knowledge through customized and hybrid vision-language representations for industrial qualification","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-05T15:17:43.729979Z"},"links":{"citing_paper":"/paper/2508.20243"},"observation_digest":"sha256:67bab4e4e9390a49aee358d92e4a9ecb3127700a3a618ae168ae8b88513f4191","observation_id":"3ca82e22-611f-4335-b3a8-6048271455e3","resolution":{"observed_at":"2026-08-05T15:17:44.305107Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-05T15:17:44.293678Z","title":"Information Fusion, 2022","venue":null,"work_id":"0450c181-f439-4e62-9c8d-85f88c964bbe","year":2022},"citing_paper":{"arxiv_id":"2508.20243","last_updated":"2025-08-27T19:59:12Z","snapshot_observed_at":"2026-08-09T21:12:35.284418Z","submitted_at":"2025-08-27T19:59:12Z","title":"Linking heterogeneous microstructure informatics with expert characterization knowledge through customized and hybrid vision-language representations for industrial qualification","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-05T15:17:43.733097Z"},"links":{"citing_paper":"/paper/2508.20243"},"observation_digest":"sha256:50447dca3f70d8ba9109a60ad3b57d06bc80854637c1e7232c9967ddeaf47fe9","observation_id":"7e368fcf-4518-4096-ae90-d4aa9afda463","resolution":{"observed_at":"2026-08-05T15:17:44.296818Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-05T15:17:44.284154Z","title":"The International Journal of Advanced Manufacturing Technology, 2024","venue":null,"work_id":"38a70c5b-3432-4e3a-a902-a96dd0c866ee","year":2024},"citing_paper":{"arxiv_id":"2508.20243","last_updated":"2025-08-27T19:59:12Z","snapshot_observed_at":"2026-08-09T21:12:35.284418Z","submitted_at":"2025-08-27T19:59:12Z","title":"Linking heterogeneous microstructure informatics with expert characterization knowledge through customized and hybrid vision-language representations for industrial qualification","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-05T15:17:43.736008Z"},"links":{"citing_paper":"/paper/2508.20243"},"observation_digest":"sha256:9ec5f41ce81e5fc59f83f8512be972d92ff3bb4f32d31ede10959924535bc8ba","observation_id":"054dab00-12fd-42dd-a52e-e7a851020686","resolution":{"observed_at":"2026-08-05T15:17:44.287432Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-05T15:17:44.271804Z","title":"Engineering Applications of Artificial Intelligence, 2023","venue":null,"work_id":"6c9ee1da-157d-4739-9dad-1a215301197e","year":2023},"citing_paper":{"arxiv_id":"2508.20243","last_updated":"2025-08-27T19:59:12Z","snapshot_observed_at":"2026-08-09T21:12:35.284418Z","submitted_at":"2025-08-27T19:59:12Z","title":"Linking heterogeneous microstructure informatics with expert characterization knowledge through customized and hybrid vision-language representations for industrial qualification","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-05T15:17:43.738890Z"},"links":{"citing_paper":"/paper/2508.20243"},"observation_digest":"sha256:fdac9d1dc3af82ab4b711a9537e4b1f0e9c68f5d5f1e928d9e8459bec15fb08e","observation_id":"1900e3e8-bb6b-4823-a2ef-baff7e160a26","resolution":{"observed_at":"2026-08-05T15:17:44.275989Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-05T15:17:44.261196Z","title":"K., Montoya, J","venue":null,"work_id":"b215fed2-c6ee-4680-b73d-c1e25fd61c26","year":2020},"citing_paper":{"arxiv_id":"2508.20243","last_updated":"2025-08-27T19:59:12Z","snapshot_observed_at":"2026-08-09T21:12:35.284418Z","submitted_at":"2025-08-27T19:59:12Z","title":"Linking heterogeneous microstructure informatics with expert characterization knowledge through customized and hybrid vision-language representations for industrial qualification","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-05T15:17:43.742648Z"},"links":{"citing_paper":"/paper/2508.20243"},"observation_digest":"sha256:06c6258503c5c8035092fb04825a565a255e65c72b0069c4359d81626a79b201","observation_id":"30b72729-6117-4bc7-aa36-2557d7ac0055","resolution":{"observed_at":"2026-08-05T15:17:44.265208Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-05T15:17:44.251833Z","title":"Advances in Neural Information Processing Systems, 2024","venue":null,"work_id":"20222ec4-a924-45ae-9421-5e561bb3a074","year":2024},"citing_paper":{"arxiv_id":"2508.20243","last_updated":"2025-08-27T19:59:12Z","snapshot_observed_at":"2026-08-09T21:12:35.284418Z","submitted_at":"2025-08-27T19:59:12Z","title":"Linking heterogeneous microstructure informatics with expert characterization knowledge through customized and hybrid vision-language representations for industrial qualification","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-05T15:17:43.745555Z"},"links":{"citing_paper":"/paper/2508.20243"},"observation_digest":"sha256:6806d9125f38270307f1a946c932e42b3ef3e5e1a02e7ea8cc15165730c08687","observation_id":"1b5904b6-620e-4e0f-a71f-08387475170b","resolution":{"observed_at":"2026-08-05T15:17:44.254951Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2407.06564","last_updated":"2024-07-09T05:42:53Z","snapshot_observed_at":"2026-07-06T18:43:26.425575Z","submitted_at":"2024-07-09T05:42:53Z","title":"Combining Knowledge Graphs and Large Language Models","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2407.06564","snapshot_observed_at":"2026-08-05T15:17:43.748286Z","title":"arXiv preprint arXiv:2407.06564, 2024","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2508.20243","last_updated":"2025-08-27T19:59:12Z","snapshot_observed_at":"2026-08-09T21:12:35.284418Z","submitted_at":"2025-08-27T19:59:12Z","title":"Linking heterogeneous microstructure informatics with expert characterization knowledge through customized and hybrid vision-language representations for industrial qualification","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-05T15:17:43.748286Z"},"links":{"cited_paper":"/paper/2407.06564","citing_paper":"/paper/2508.20243"},"observation_digest":"sha256:86711b1d586961196551eba753fbc5da2c4636fa1fad3d33d1981882cde14834","observation_id":"6ab215e0-5fe6-4ba1-8b63-31fc08165811","resolution":{"observed_at":"2026-08-05T15:17:43.748286Z","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":"2026-08-05T15:17:44.242141Z","title":"Y ., Large language models: Expectations for semantics-driven systems engineering","venue":null,"work_id":"b6685ac6-0467-4d01-ba80-20d6b2c2ef1c","year":2024},"citing_paper":{"arxiv_id":"2508.20243","last_updated":"2025-08-27T19:59:12Z","snapshot_observed_at":"2026-08-09T21:12:35.284418Z","submitted_at":"2025-08-27T19:59:12Z","title":"Linking heterogeneous microstructure informatics with expert characterization knowledge through customized and hybrid vision-language representations for industrial qualification","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-05T15:17:43.752184Z"},"links":{"citing_paper":"/paper/2508.20243"},"observation_digest":"sha256:37167700745d5f6490f02e12541b5fb46e880fbe73328e56d723e4b7a93a3795","observation_id":"41244088-b6af-4053-899d-3abf7958600f","resolution":{"observed_at":"2026-08-05T15:17:44.245685Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-05T15:17:44.232764Z","title":"Materials Today Communications, 2024","venue":null,"work_id":"02974ba4-adfa-4bb6-a254-c9a752c8943b","year":2024},"citing_paper":{"arxiv_id":"2508.20243","last_updated":"2025-08-27T19:59:12Z","snapshot_observed_at":"2026-08-09T21:12:35.284418Z","submitted_at":"2025-08-27T19:59:12Z","title":"Linking heterogeneous microstructure informatics with expert characterization knowledge through customized and hybrid vision-language representations for industrial qualification","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-05T15:17:43.754752Z"},"links":{"citing_paper":"/paper/2508.20243"},"observation_digest":"sha256:df017db0329f7a5671ee8b869f24fb7043a53abb913c6156c27787ec844edcd0","observation_id":"23558bdc-a9b9-4e9c-a9bd-1c3b71f926f9","resolution":{"observed_at":"2026-08-05T15:17:44.236029Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-05T15:17:44.223377Z","title":null,"venue":null,"work_id":"67a52969-4cd3-471d-a3a5-0b12fa979bef","year":2024},"citing_paper":{"arxiv_id":"2508.20243","last_updated":"2025-08-27T19:59:12Z","snapshot_observed_at":"2026-08-09T21:12:35.284418Z","submitted_at":"2025-08-27T19:59:12Z","title":"Linking heterogeneous microstructure informatics with expert characterization knowledge through customized and hybrid vision-language representations for industrial qualification","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-05T15:17:43.758093Z"},"links":{"citing_paper":"/paper/2508.20243"},"observation_digest":"sha256:dd1e065868a329513c0ce2d06dfca4f7d887ea762ba2e827a6a16f7b5540ec2b","observation_id":"5a8cc2d2-d3cf-4fc7-b747-42cf6d047521","resolution":{"observed_at":"2026-08-05T15:17:44.226561Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"2501.17784","doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T15:17:44.073540Z","title":"and Farimani, A","venue":null,"work_id":"3fb4d8cc-8296-4802-84ae-52f388c5d1ea","year":2025},"citing_paper":{"arxiv_id":"2508.20243","last_updated":"2025-08-27T19:59:12Z","snapshot_observed_at":"2026-08-09T21:12:35.284418Z","submitted_at":"2025-08-27T19:59:12Z","title":"Linking heterogeneous microstructure informatics with expert characterization knowledge through customized and hybrid vision-language representations for industrial qualification","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-05T15:17:43.760623Z"},"links":{"citing_paper":"/paper/2508.20243"},"observation_digest":"sha256:5f615cb609d794e6b105b1c44184c60a1738b44cc4c0dccc8c0f02a0d3f4c99b","observation_id":"c54a03b6-51f1-4a21-90af-5227c027c4a6","resolution":{"observed_at":"2026-08-05T15:17:44.077976Z","resolver_source":"raw_fallback","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"2504.03979","doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T15:17:44.001685Z","title":"K., Zhang, Z., Seo, J., Kuo, R., Jiang, R., Strubell, E., and Rollett, A","venue":null,"work_id":"61672131-a97b-498f-9a6a-0d37cfffa4e3","year":2025},"citing_paper":{"arxiv_id":"2508.20243","last_updated":"2025-08-27T19:59:12Z","snapshot_observed_at":"2026-08-09T21:12:35.284418Z","submitted_at":"2025-08-27T19:59:12Z","title":"Linking heterogeneous microstructure informatics with expert characterization knowledge through customized and hybrid vision-language representations for industrial qualification","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-05T15:17:43.763818Z"},"links":{"citing_paper":"/paper/2508.20243"},"observation_digest":"sha256:14dde44d97059e058c042d6d984978d878cb91f525dd73d8043ab016b1fc74f2","observation_id":"8b69d788-e081-45a8-9b3f-285eb473649f","resolution":{"observed_at":"2026-08-05T15:17:44.006822Z","resolver_source":"raw_fallback","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-05T15:17:44.214844Z","title":"Advanced Engineering Informatics, 2025","venue":null,"work_id":"c4d8acc1-f033-4b68-9640-0254a25944b3","year":2025},"citing_paper":{"arxiv_id":"2508.20243","last_updated":"2025-08-27T19:59:12Z","snapshot_observed_at":"2026-08-09T21:12:35.284418Z","submitted_at":"2025-08-27T19:59:12Z","title":"Linking heterogeneous microstructure informatics with expert characterization knowledge through customized and hybrid vision-language representations for industrial qualification","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-05T15:17:43.767305Z"},"links":{"citing_paper":"/paper/2508.20243"},"observation_digest":"sha256:c3af9e064f35d579ba885dbfc2b679ecee632e7441fbffcc38e10c50fd555c91","observation_id":"6204b16a-4333-4803-8c28-0f1860cb6609","resolution":{"observed_at":"2026-08-05T15:17:44.217868Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-05T15:17:44.206464Z","title":"Advanced Engineering Informatics, 2024","venue":null,"work_id":"278bc9af-b704-427e-affe-2030032f4a3a","year":2024},"citing_paper":{"arxiv_id":"2508.20243","last_updated":"2025-08-27T19:59:12Z","snapshot_observed_at":"2026-08-09T21:12:35.284418Z","submitted_at":"2025-08-27T19:59:12Z","title":"Linking heterogeneous microstructure informatics with expert characterization knowledge through customized and hybrid vision-language representations for industrial qualification","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-05T15:17:43.769990Z"},"links":{"citing_paper":"/paper/2508.20243"},"observation_digest":"sha256:9b8c28fdb04b43b6b1f7efe31731c1380b9ad0604b68b72749f39fbb83af9a62","observation_id":"1d170108-dae2-4483-a32e-bf2248c64f09","resolution":{"observed_at":"2026-08-05T15:17:44.209460Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-05T15:17:44.197339Z","title":"Advanced Engineering Informatics, 2023","venue":null,"work_id":"0543b315-1db2-4f44-8094-605795c67a83","year":2023},"citing_paper":{"arxiv_id":"2508.20243","last_updated":"2025-08-27T19:59:12Z","snapshot_observed_at":"2026-08-09T21:12:35.284418Z","submitted_at":"2025-08-27T19:59:12Z","title":"Linking heterogeneous microstructure informatics with expert characterization knowledge through customized and hybrid vision-language representations for industrial qualification","version":1},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-05T15:17:43.772913Z"},"links":{"citing_paper":"/paper/2508.20243"},"observation_digest":"sha256:2e6d2b5d8fbab2209d271f9a8a01681d0cd388c5df3d9da2c5ef0b4c8129f02d","observation_id":"aa8c52f8-362d-41bb-95f2-63e63affec4d","resolution":{"observed_at":"2026-08-05T15:17:44.200312Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-05T15:17:44.187430Z","title":"and Yin, X., Tailored Vision-Language Framework for Automated Hazard Identification And Report Generation in Construction Sites","venue":null,"work_id":"d25ad4e3-7130-444d-af54-ac40285234d9","year":null},"citing_paper":{"arxiv_id":"2508.20243","last_updated":"2025-08-27T19:59:12Z","snapshot_observed_at":"2026-08-09T21:12:35.284418Z","submitted_at":"2025-08-27T19:59:12Z","title":"Linking heterogeneous microstructure informatics with expert characterization knowledge through customized and hybrid vision-language representations for industrial qualification","version":1},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-08-05T15:17:43.776045Z"},"links":{"citing_paper":"/paper/2508.20243"},"observation_digest":"sha256:dcb535ea070d9a5aa0951d009c5f674fee8efa58de6ddb5d572e81ea635b4ee7","observation_id":"9f5b956e-bfbb-4149-83dd-f185fcb3afe3","resolution":{"observed_at":"2026-08-05T15:17:44.190891Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2411.03707","last_updated":"2024-11-06T07:11:15Z","snapshot_observed_at":"2026-07-06T19:46:02.181982Z","submitted_at":"2024-11-06T07:11:15Z","title":"Fine-Tuning Vision-Language Model for Automated Engineering Drawing Information Extraction","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2411.03707","snapshot_observed_at":"2026-08-05T15:17:43.779067Z","title":"T., Chen, L., Ng, Y","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2508.20243","last_updated":"2025-08-27T19:59:12Z","snapshot_observed_at":"2026-08-09T21:12:35.284418Z","submitted_at":"2025-08-27T19:59:12Z","title":"Linking heterogeneous microstructure informatics with expert characterization knowledge through customized and hybrid vision-language representations for industrial qualification","version":1},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-08-05T15:17:43.779067Z"},"links":{"cited_paper":"/paper/2411.03707","citing_paper":"/paper/2508.20243"},"observation_digest":"sha256:e618eded4f3905589ad7b0862062a66b511e7740d133574c0d902fe4b6e65f64","observation_id":"8e506e39-462d-4017-879b-6cdef6526cd6","resolution":{"observed_at":"2026-08-05T15:17:43.779067Z","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":"2026-08-05T15:17:44.177877Z","title":"K., and Zhao, Y","venue":null,"work_id":"75baea99-68f3-4035-b452-c92521662bff","year":2025},"citing_paper":{"arxiv_id":"2508.20243","last_updated":"2025-08-27T19:59:12Z","snapshot_observed_at":"2026-08-09T21:12:35.284418Z","submitted_at":"2025-08-27T19:59:12Z","title":"Linking heterogeneous microstructure informatics with expert characterization knowledge through customized and hybrid vision-language representations for industrial qualification","version":1},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-08-05T15:17:43.782166Z"},"links":{"citing_paper":"/paper/2508.20243"},"observation_digest":"sha256:c5b095db70689c9707968fd578ec519310b9bfdf479515edca2a15666d14a997","observation_id":"af2783cd-2e7d-4ec9-a48a-c1afd1879162","resolution":{"observed_at":"2026-08-05T15:17:44.181078Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-05T15:17:44.167625Z","title":"Automation in Construction, 2024","venue":null,"work_id":"b4edc482-499d-4267-b344-2651c5b01f4c","year":2024},"citing_paper":{"arxiv_id":"2508.20243","last_updated":"2025-08-27T19:59:12Z","snapshot_observed_at":"2026-08-09T21:12:35.284418Z","submitted_at":"2025-08-27T19:59:12Z","title":"Linking heterogeneous microstructure informatics with expert characterization knowledge through customized and hybrid vision-language representations for industrial qualification","version":1},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-08-05T15:17:43.784800Z"},"links":{"citing_paper":"/paper/2508.20243"},"observation_digest":"sha256:4384d71e2a87679495177fc97e0063f4d0bf72f860a5336f5e5857de40c2ebc2","observation_id":"b2ab8a05-eee3-4967-93a1-0af9fbc82825","resolution":{"observed_at":"2026-08-05T15:17:44.171609Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-05T15:17:44.158456Z","title":"J., Cephalo: Multi‐Modal Vision‐Language Models for Bio‐Inspired Materials Analysis and Design","venue":null,"work_id":"51ba23f3-eab5-4cf6-b008-e421b6f095a3","year":2024},"citing_paper":{"arxiv_id":"2508.20243","last_updated":"2025-08-27T19:59:12Z","snapshot_observed_at":"2026-08-09T21:12:35.284418Z","submitted_at":"2025-08-27T19:59:12Z","title":"Linking heterogeneous microstructure informatics with expert characterization knowledge through customized and hybrid vision-language representations for industrial qualification","version":1},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-08-05T15:17:43.788888Z"},"links":{"citing_paper":"/paper/2508.20243"},"observation_digest":"sha256:083ac8f6b6720dcc4fb7574fb60fd13c522ba1f938737f4a9f5fe8f755ee5516","observation_id":"f6af15b5-4731-4158-8f82-83c1264550c0","resolution":{"observed_at":"2026-08-05T15:17:44.161479Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-05T15:17:44.149543Z","title":null,"venue":null,"work_id":"b3e92c6f-ccb9-4096-95d3-e0b444eae7cf","year":2025},"citing_paper":{"arxiv_id":"2508.20243","last_updated":"2025-08-27T19:59:12Z","snapshot_observed_at":"2026-08-09T21:12:35.284418Z","submitted_at":"2025-08-27T19:59:12Z","title":"Linking heterogeneous microstructure informatics with expert characterization knowledge through customized and hybrid vision-language representations for industrial qualification","version":1},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-08-05T15:17:43.792498Z"},"links":{"citing_paper":"/paper/2508.20243"},"observation_digest":"sha256:2d5c6960acbcff831c0a6d43aaf3cada33019723ea94a5c03def70854ce8d1dc","observation_id":"81652ad2-06bd-4778-9f94-7e7dc9ce2b1f","resolution":{"observed_at":"2026-08-05T15:17:44.152460Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-05T15:17:44.140870Z","title":"J., Materials science in the era of large language models: a perspective","venue":null,"work_id":"11c36e47-c53a-4c02-bf9c-7dec8c04f2b4","year":2024},"citing_paper":{"arxiv_id":"2508.20243","last_updated":"2025-08-27T19:59:12Z","snapshot_observed_at":"2026-08-09T21:12:35.284418Z","submitted_at":"2025-08-27T19:59:12Z","title":"Linking heterogeneous microstructure informatics with expert characterization knowledge through customized and hybrid vision-language representations for industrial qualification","version":1},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-08-05T15:17:43.795124Z"},"links":{"citing_paper":"/paper/2508.20243"},"observation_digest":"sha256:7b578e1e6271a633883f71e1a238d33ccff001c723a5732808a1592a3b158be0","observation_id":"f3624d59-b6eb-4508-9756-e3189e16a4f9","resolution":{"observed_at":"2026-08-05T15:17:44.144074Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-05T15:17:44.131914Z","title":"S., Desrosiers, A., Andreaco, A., and Sangid, M","venue":null,"work_id":"79b31426-4261-4163-ac13-503c492ab4c2","year":2024},"citing_paper":{"arxiv_id":"2508.20243","last_updated":"2025-08-27T19:59:12Z","snapshot_observed_at":"2026-08-09T21:12:35.284418Z","submitted_at":"2025-08-27T19:59:12Z","title":"Linking heterogeneous microstructure informatics with expert characterization knowledge through customized and hybrid vision-language representations for industrial qualification","version":1},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-08-05T15:17:43.798167Z"},"links":{"citing_paper":"/paper/2508.20243"},"observation_digest":"sha256:7379de194b4f6a2b9d13d96beb59fba1cdef282e33ddd3934581f0473f71f86b","observation_id":"8d1f8b3b-5312-42ac-8c31-5e9f16934928","resolution":{"observed_at":"2026-08-05T15:17:44.134955Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-05T15:17:44.122794Z","title":"I., Lamikiz, A., and Mayr, P., Digital Twin of the laser- DED process based on a multiscale approach","venue":null,"work_id":"2c33a1d2-92f8-4e3a-a2b9-570e55f83448","year":2024},"citing_paper":{"arxiv_id":"2508.20243","last_updated":"2025-08-27T19:59:12Z","snapshot_observed_at":"2026-08-09T21:12:35.284418Z","submitted_at":"2025-08-27T19:59:12Z","title":"Linking heterogeneous microstructure informatics with expert characterization knowledge through customized and hybrid vision-language representations for industrial qualification","version":1},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-08-05T15:17:43.800969Z"},"links":{"citing_paper":"/paper/2508.20243"},"observation_digest":"sha256:37b8c7967499dc68fff23a1c122b985bcc609b4fff956ec759655b4c87ff36bb","observation_id":"0c329617-f528-481a-8f67-5968b5574281","resolution":{"observed_at":"2026-08-05T15:17:44.125744Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-05T15:17:44.113395Z","title":"L., Bose, S., Bandyopadhyay, A., Schoenung, J","venue":null,"work_id":"510e8cc4-3c41-4769-9ec9-9743403484dd","year":2021},"citing_paper":{"arxiv_id":"2508.20243","last_updated":"2025-08-27T19:59:12Z","snapshot_observed_at":"2026-08-09T21:12:35.284418Z","submitted_at":"2025-08-27T19:59:12Z","title":"Linking heterogeneous microstructure informatics with expert characterization knowledge through customized and hybrid vision-language representations for industrial qualification","version":1},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-08-05T15:17:43.803797Z"},"links":{"citing_paper":"/paper/2508.20243"},"observation_digest":"sha256:d2204492cec4ce91b7df412a687c51aedf5d1ce95d1adb8c1341791c2f956d26","observation_id":"489c4d7f-f3a3-40eb-a68a-9f7b38cac18c","resolution":{"observed_at":"2026-08-05T15:17:44.116675Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-05T15:17:44.103877Z","title":"W., Hallacy, C., Ramesh, A., Goh, G., Agarwal, S., Sastry, G., Askell, A., Mishkin, P., and Clark, J","venue":null,"work_id":"c6c35818-c8f9-4669-b39d-89729fdd05d8","year":2021},"citing_paper":{"arxiv_id":"2508.20243","last_updated":"2025-08-27T19:59:12Z","snapshot_observed_at":"2026-08-09T21:12:35.284418Z","submitted_at":"2025-08-27T19:59:12Z","title":"Linking heterogeneous microstructure informatics with expert characterization knowledge through customized and hybrid vision-language representations for industrial qualification","version":1},"reference_index":42,"source":"pdf_text","source_observed_at":"2026-08-05T15:17:43.806659Z"},"links":{"citing_paper":"/paper/2508.20243"},"observation_digest":"sha256:c13e0cd9bb5c456a01c6ca021ab612105be2468d70ecfca845c6698e8579f44c","observation_id":"112f498a-f302-4ccf-baf2-f8dadfbd599e","resolution":{"observed_at":"2026-08-05T15:17:44.107463Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-05T15:17:44.094419Z","title":"Flava: A foundational language and vision alignment model","venue":null,"work_id":"f978c7d8-d678-4bb1-b013-1fd71e4bd45d","year":2022},"citing_paper":{"arxiv_id":"2508.20243","last_updated":"2025-08-27T19:59:12Z","snapshot_observed_at":"2026-08-09T21:12:35.284418Z","submitted_at":"2025-08-27T19:59:12Z","title":"Linking heterogeneous microstructure informatics with expert characterization knowledge through customized and hybrid vision-language representations for industrial qualification","version":1},"reference_index":43,"source":"pdf_text","source_observed_at":"2026-08-05T15:17:43.809318Z"},"links":{"citing_paper":"/paper/2508.20243"},"observation_digest":"sha256:058c88f6292eef018e42f79b70bf2cf47843ba0573b630475341837bbc9331aa","observation_id":"424a96e3-ed16-4169-9b36-def7f3be5819","resolution":{"observed_at":"2026-08-05T15:17:44.097796Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2508.20243","last_updated":"2025-08-27T19:59:12Z","latest_version":1,"primary_category":"cs.CV","snapshot_observed_at":"2026-08-09T21:12:35.284418Z","submitted_at":"2025-08-27T19:59:12Z","title":"Linking heterogeneous microstructure informatics with expert characterization knowledge through customized and hybrid vision-language representations for industrial qualification"},"reference_resolution":{"displayed":43,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":5,"verified_exact":4,"verified_fuzzy":34},"total_outbound_references":43},"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":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"thesis":"As of 10 August 2026, this Paper Citation Record lists 43 of 43 outbound references and 0 inbound Pith citation observations for arXiv:2508.20243."}