{"as_of":"2026-08-07T22:14:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:16837f409ed7c4e7cefa3067d03b7d119872aa0af225f5802595ee497884e54f","coverage":[{"denominator":21,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":21,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-07T04:53:44.261363Z","state":"measured"},{"denominator":22,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":22,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-07T06:34:17.273281+00:00","state":"measured"},{"denominator":1,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":1,"source":"paper_references, paper_reference_links","source_observed_at":"2026-05-22T13:45:28.789452Z","state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"arxiv_reference","source_observed_at":"2026-05-22T13:46:36.969393Z","state":"measured"}],"external_citation_measurements":[],"inbound":[{"citation":{"cited_paper":{"arxiv_id":"2506.11141","last_updated":"2025-06-11T02:39:08Z","snapshot_observed_at":"2026-08-07T04:48:18.786170Z","submitted_at":"2025-06-11T02:39:08Z","title":"From over-reliance to smart integration: using Large-Language Models as translators between specialized modeling and simulation tools","version":1},"cited_work":{"arxiv_id":"2506.11141","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2506.11141","snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"From over- reliance to smart integration: using large-language models as translators between specialized modeling and simulation tools","venue":null,"work_id":"28be47cb-8689-4905-a0a4-104ec8b42db5","year":2025},"citing_paper":{"arxiv_id":"2505.13766","last_updated":"2026-04-28T00:23:13Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2025-05-19T22:49:30Z","title":"A Blueprint for AI-Driven Software Quality: Integrating LLMs with Established Standards","version":5},"reference_index":158,"source":"pdf_text","source_observed_at":"2026-05-22T13:45:28.789452Z"},"links":{"cited_paper":"/paper/2506.11141","citing_paper":"/paper/2505.13766"},"observation_digest":"sha256:e7c584ae555697efa3e8982d4853411352483e6d83ff483cd013c7df4ee846d1","observation_id":"64dc51f5-71aa-4ae3-a8f3-348b6d1aa9de","resolution":{"observed_at":"2026-05-22T13:46:36.972338Z","resolver_source":"arxiv_id","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"}}],"links":{"evidence":"/evidence","html":"/paper/2506.11141/citation-record","integrity":"/paper/2506.11141/integrity","json":"/paper/2506.11141/citation-record.json","paper":"/paper/2506.11141"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T04:53:42.147316Z","title":"Large Language Models and Code Security: A Systematic Literature Review","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2506.11141","last_updated":"2025-06-11T02:39:08Z","snapshot_observed_at":"2026-08-07T04:48:18.786170Z","submitted_at":"2025-06-11T02:39:08Z","title":"From over-reliance to smart integration: using Large-Language Models as translators between specialized modeling and simulation tools","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-07T04:53:42.147316Z"},"links":{"citing_paper":"/paper/2506.11141"},"observation_digest":"sha256:38b5146eb6ac16ba829f10ab61dcc0e8b170f57e3747d90d7bc1e7d8e2a7e9b7","observation_id":"17e1d4e9-316b-4c6c-9b2d-caf577b54edc","resolution":{"observed_at":"2026-08-07T04:53:42.147316Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2410.12577","last_updated":"2024-10-16T13:55:34Z","snapshot_observed_at":"2026-07-06T19:34:32.629776Z","submitted_at":"2024-10-16T13:55:34Z","title":"On the Utility of Domain Modeling Assistance with Large Language Models","version":1},"cited_work":{"arxiv_id":"2410.12577","doi":null,"metadata_source":"pith","pith_arxiv_id":"2410.12577","snapshot_observed_at":"2026-08-07T04:53:45.311420Z","title":"On the Utility of Domain Modeling Assistance with Large Language Models","venue":"cs.SE","work_id":"6c2184a5-bc44-4a7f-bbc4-bf0c9ce1e803","year":2024},"citing_paper":{"arxiv_id":"2506.11141","last_updated":"2025-06-11T02:39:08Z","snapshot_observed_at":"2026-08-07T04:48:18.786170Z","submitted_at":"2025-06-11T02:39:08Z","title":"From over-reliance to smart integration: using Large-Language Models as translators between specialized modeling and simulation tools","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-07T04:53:42.292998Z"},"links":{"cited_paper":"/paper/2410.12577","citing_paper":"/paper/2506.11141"},"observation_digest":"sha256:73f581376312fcdf7127020a1536cf7b1f9034ebc0ccd52fb93e5ecfb4f58d72","observation_id":"1e412d2a-9a56-467f-876f-e86f52945745","resolution":{"observed_at":"2026-08-07T04:53:45.398390Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T04:53:47.835510Z","title":"Not the Models You Are Looking For: Traditional ML Outperforms LLMs in Clinical Prediction Tasks","venue":null,"work_id":"42165c7f-7c86-4946-9a42-d87610724402","year":2024},"citing_paper":{"arxiv_id":"2506.11141","last_updated":"2025-06-11T02:39:08Z","snapshot_observed_at":"2026-08-07T04:48:18.786170Z","submitted_at":"2025-06-11T02:39:08Z","title":"From over-reliance to smart integration: using Large-Language Models as translators between specialized modeling and simulation tools","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-07T04:53:42.408981Z"},"links":{"citing_paper":"/paper/2506.11141"},"observation_digest":"sha256:47f5c0f05981c720c0d92f15525a170cf96e942273dcc40427bd4af78a79799a","observation_id":"bfd504de-300b-404a-809c-5035214a3b6c","resolution":{"observed_at":"2026-08-07T04:53:47.996783Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T04:53:42.810508Z","title":"Investigating Execution-Aware Language Models for Code Optimization","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2506.11141","last_updated":"2025-06-11T02:39:08Z","snapshot_observed_at":"2026-08-07T04:48:18.786170Z","submitted_at":"2025-06-11T02:39:08Z","title":"From over-reliance to smart integration: using Large-Language Models as translators between specialized modeling and simulation tools","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-07T04:53:42.810508Z"},"links":{"citing_paper":"/paper/2506.11141"},"observation_digest":"sha256:658c4e0a8ae76ef65e1f99a695f456bb15efcc3e1d8c8feb740ace98d032879e","observation_id":"cad77b51-429d-4bf4-a8c3-c1a8e61dda6b","resolution":{"observed_at":"2026-08-07T04:53:42.810508Z","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":"2026-08-07T04:53:47.335892Z","title":"LoRAMoE: Alleviating world knowledge forgetting in large language models via MoE-style plugin","venue":null,"work_id":"c212633d-2041-4583-aedd-753d5e0f64d2","year":1932},"citing_paper":{"arxiv_id":"2506.11141","last_updated":"2025-06-11T02:39:08Z","snapshot_observed_at":"2026-08-07T04:48:18.786170Z","submitted_at":"2025-06-11T02:39:08Z","title":"From over-reliance to smart integration: using Large-Language Models as translators between specialized modeling and simulation tools","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-07T04:53:42.893402Z"},"links":{"citing_paper":"/paper/2506.11141"},"observation_digest":"sha256:116bc2bec9754440e6f3c5c0c2035b919ab852bd723f6d10c26b52172972b4f7","observation_id":"0c61e91d-d3d3-4fe8-b845-9cf2b1b6e048","resolution":{"observed_at":"2026-08-07T04:53:47.475286Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T04:53:47.131394Z","title":"LLM-Guided Formal Verification Coupled with Mutation Testing","venue":null,"work_id":"d9e74cd1-5683-4660-9519-e968a45135ec","year":2024},"citing_paper":{"arxiv_id":"2506.11141","last_updated":"2025-06-11T02:39:08Z","snapshot_observed_at":"2026-08-07T04:48:18.786170Z","submitted_at":"2025-06-11T02:39:08Z","title":"From over-reliance to smart integration: using Large-Language Models as translators between specialized modeling and simulation tools","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-07T04:53:42.964400Z"},"links":{"citing_paper":"/paper/2506.11141"},"observation_digest":"sha256:86043ba44d09c2ebd57fbaa0ba6857efe5911e21c96da69fdff20279cba4f395","observation_id":"b96f553f-2af2-4a6a-aef0-9079ca861731","resolution":{"observed_at":"2026-08-07T04:53:47.229261Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2406.00284","last_updated":"2024-07-11T05:06:25Z","snapshot_observed_at":"2026-07-06T18:23:39.931536Z","submitted_at":"2024-06-01T03:29:56Z","title":"A Closer Look at Logical Reasoning with LLMs: The Choice of Tool Matters","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2406.00284","snapshot_observed_at":"2026-08-07T04:53:43.080625Z","title":"A closer look at logical reasoning with llms: The choice of tool matters","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2506.11141","last_updated":"2025-06-11T02:39:08Z","snapshot_observed_at":"2026-08-07T04:48:18.786170Z","submitted_at":"2025-06-11T02:39:08Z","title":"From over-reliance to smart integration: using Large-Language Models as translators between specialized modeling and simulation tools","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-07T04:53:43.080625Z"},"links":{"cited_paper":"/paper/2406.00284","citing_paper":"/paper/2506.11141"},"observation_digest":"sha256:e065019b37eabdce11271604682e4f31b64e00c117f5453b505ef8adfe5f9c3b","observation_id":"3922bb4e-c827-458b-a211-c5d6967faf8f","resolution":{"observed_at":"2026-08-07T04:53:43.080625Z","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":"2026-08-07T04:53:46.632824Z","title":"Enhancing GPT-3.5’s Proficiency in Netlogo Through Few-Shot Prompting and Retrieval-Augmented Generation","venue":null,"work_id":"38263249-a996-403f-9054-ded4f0e643fd","year":2024},"citing_paper":{"arxiv_id":"2506.11141","last_updated":"2025-06-11T02:39:08Z","snapshot_observed_at":"2026-08-07T04:48:18.786170Z","submitted_at":"2025-06-11T02:39:08Z","title":"From over-reliance to smart integration: using Large-Language Models as translators between specialized modeling and simulation tools","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-07T04:53:43.280791Z"},"links":{"citing_paper":"/paper/2506.11141"},"observation_digest":"sha256:9a4a7a5b1d72846b85c3f5cdcb7660fc4fc1ac9a77cd5ac0fbee0d1b581d7ce9","observation_id":"abcb18e5-bd42-468f-b486-1758b235e41a","resolution":{"observed_at":"2026-08-07T04:53:46.736270Z","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":"2305.12295","last_updated":"2023-10-19T01:54:27Z","snapshot_observed_at":"2026-08-07T13:11:49.965934Z","submitted_at":"2023-05-20T22:25:38Z","title":"Logic-LM: Empowering Large Language Models with Symbolic Solvers for Faithful Logical Reasoning","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2305.12295","snapshot_observed_at":"2026-08-07T04:53:43.487935Z","title":"Logic-lm: Empowering large language models with symbolic solvers for faithful logical reasoning","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2506.11141","last_updated":"2025-06-11T02:39:08Z","snapshot_observed_at":"2026-08-07T04:48:18.786170Z","submitted_at":"2025-06-11T02:39:08Z","title":"From over-reliance to smart integration: using Large-Language Models as translators between specialized modeling and simulation tools","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-07T04:53:43.487935Z"},"links":{"cited_paper":"/paper/2305.12295","citing_paper":"/paper/2506.11141"},"observation_digest":"sha256:61235e68ab114228b47c2f13168248cad2070403cb7aa16a86c6c67c635ce0d3","observation_id":"beb63caa-ce67-4e6e-ad26-f5af4ee87a93","resolution":{"observed_at":"2026-08-07T04:53:43.487935Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2308.03109","last_updated":"2024-01-16T11:25:44Z","snapshot_observed_at":"2026-08-04T07:35:16.775889Z","submitted_at":"2023-08-06T13:33:13Z","title":"Lost in Translation: A Study of Bugs Introduced by Large Language Models while Translating Code","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2308.03109","snapshot_observed_at":"2026-08-07T04:53:43.620064Z","title":"Understanding the Effectiveness of Large Language Models in Code Translation","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2506.11141","last_updated":"2025-06-11T02:39:08Z","snapshot_observed_at":"2026-08-07T04:48:18.786170Z","submitted_at":"2025-06-11T02:39:08Z","title":"From over-reliance to smart integration: using Large-Language Models as translators between specialized modeling and simulation tools","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-07T04:53:43.620064Z"},"links":{"cited_paper":"/paper/2308.03109","citing_paper":"/paper/2506.11141"},"observation_digest":"sha256:aa0510034f25cc065100522e68e0fd74970e573e05df13e5df4b9668b1c1206e","observation_id":"f5ee49d0-ef8a-4c6e-82c1-23c080892230","resolution":{"observed_at":"2026-08-07T04:53:43.620064Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2406.06637","last_updated":"2024-06-09T09:23:58Z","snapshot_observed_at":"2026-07-06T18:28:24.821865Z","submitted_at":"2024-06-09T09:23:58Z","title":"Exploring the Efficacy of Large Language Models (GPT-4) in Binary Reverse Engineering","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2406.06637","snapshot_observed_at":"2026-08-07T04:53:43.702099Z","title":"Exploring the Efficacy of Large Language Models (GPT-4) in Binary Reverse Engineering","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2506.11141","last_updated":"2025-06-11T02:39:08Z","snapshot_observed_at":"2026-08-07T04:48:18.786170Z","submitted_at":"2025-06-11T02:39:08Z","title":"From over-reliance to smart integration: using Large-Language Models as translators between specialized modeling and simulation tools","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-07T04:53:43.702099Z"},"links":{"cited_paper":"/paper/2406.06637","citing_paper":"/paper/2506.11141"},"observation_digest":"sha256:a4c2379c9befd076d4572b7cd5b990b22f32b6cffaf425af9b55dcd82b0df4b5","observation_id":"44577514-3895-41a5-8e01-82c34ecda4d1","resolution":{"observed_at":"2026-08-07T04:53:43.702099Z","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":"2026-08-07T04:53:45.910364Z","title":"Towards Effective Validation and Integration of LLM-Generated Code","venue":null,"work_id":"bb331ba0-888c-450d-9ab7-bf2ede7b3cd0","year":2024},"citing_paper":{"arxiv_id":"2506.11141","last_updated":"2025-06-11T02:39:08Z","snapshot_observed_at":"2026-08-07T04:48:18.786170Z","submitted_at":"2025-06-11T02:39:08Z","title":"From over-reliance to smart integration: using Large-Language Models as translators between specialized modeling and simulation tools","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-07T04:53:43.922102Z"},"links":{"citing_paper":"/paper/2506.11141"},"observation_digest":"sha256:118571d5b515442f4fd17512c8b10827489dcd4f6867aeedcb9e840c47973d15","observation_id":"7afe7058-f1f5-455f-9385-37c08caaa70b","resolution":{"observed_at":"2026-08-07T04:53:46.005246Z","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":"2405.06907","last_updated":"2024-05-21T20:35:55Z","snapshot_observed_at":"2026-07-06T18:12:55.888082Z","submitted_at":"2024-05-11T04:29:03Z","title":"AIOS Compiler: LLM as Interpreter for Natural Language Programming and Flow Programming of AI Agents","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2405.06907","snapshot_observed_at":"2026-08-07T04:53:44.123875Z","title":"Aios compiler: Llm as interpreter for natural language programming and flow programming of AI agents","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2506.11141","last_updated":"2025-06-11T02:39:08Z","snapshot_observed_at":"2026-08-07T04:48:18.786170Z","submitted_at":"2025-06-11T02:39:08Z","title":"From over-reliance to smart integration: using Large-Language Models as translators between specialized modeling and simulation tools","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-07T04:53:44.123875Z"},"links":{"cited_paper":"/paper/2405.06907","citing_paper":"/paper/2506.11141"},"observation_digest":"sha256:213f157ff7981cc3bad2f5c558bd77bccd0263449f9c9147c3262d634df7fa34","observation_id":"41c75fdd-42bd-4f67-b56c-2b616eb06b8a","resolution":{"observed_at":"2026-08-07T04:53:44.123875Z","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":"2026-08-07T04:53:44.261363Z","title":"Low-Rank Adaptation for Foundation Models: A Comprehensive Review","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2506.11141","last_updated":"2025-06-11T02:39:08Z","snapshot_observed_at":"2026-08-07T04:48:18.786170Z","submitted_at":"2025-06-11T02:39:08Z","title":"From over-reliance to smart integration: using Large-Language Models as translators between specialized modeling and simulation tools","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-07T04:53:44.261363Z"},"links":{"citing_paper":"/paper/2506.11141"},"observation_digest":"sha256:cffdcb1384304bc67f3fbd9fa4b692c621e3e9fdd5ea5ccf910b54219e16b349","observation_id":"02f412dd-2270-4a4d-856c-e5f51871bfeb","resolution":{"observed_at":"2026-08-07T04:53:44.261363Z","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":"2026-08-07T04:53:46.894884Z","title":"FTG+PM: An Integrated Framework for Investigating Model Transformation Chains","venue":null,"work_id":"abd73e67-efa6-4cb1-8fe9-9c0f7c59d03d","year":2013},"citing_paper":{"arxiv_id":"2506.11141","last_updated":"2025-06-11T02:39:08Z","snapshot_observed_at":"2026-08-07T04:48:18.786170Z","submitted_at":"2025-06-11T02:39:08Z","title":"From over-reliance to smart integration: using Large-Language Models as translators between specialized modeling and simulation tools","version":1},"reference_index":2013,"source":"pdf_text","source_observed_at":"2026-08-07T04:53:43.198456Z"},"links":{"citing_paper":"/paper/2506.11141"},"observation_digest":"sha256:ff352c592e3e0fde12833ce0bb29c3de42cd286fda06b311038e952a4a83e02c","observation_id":"168fcb25-bd99-4da6-bd1b-570ee434186c","resolution":{"observed_at":"2026-08-07T04:53:47.018355Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T04:53:45.627381Z","title":"Binary Ninja","venue":null,"work_id":"67db63bf-8192-4801-903e-f82bf9d40ce9","year":2025},"citing_paper":{"arxiv_id":"2506.11141","last_updated":"2025-06-11T02:39:08Z","snapshot_observed_at":"2026-08-07T04:48:18.786170Z","submitted_at":"2025-06-11T02:39:08Z","title":"From over-reliance to smart integration: using Large-Language Models as translators between specialized modeling and simulation tools","version":1},"reference_index":2016,"source":"pdf_text","source_observed_at":"2026-08-07T04:53:44.021486Z"},"links":{"citing_paper":"/paper/2506.11141"},"observation_digest":"sha256:6968ce0f821a580e19558ee518d4e451cf45b22262ed3515a42e83cb7cf0beb4","observation_id":"101d753e-a2e2-4601-85cd-9c21643f67a6","resolution":{"observed_at":"2026-08-07T04:53:45.770921Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T04:53:46.424598Z","title":"Ghidra Software Reverse Engineering Framework","venue":null,"work_id":"4b753c64-4b73-4f5c-99cd-bb4f2e057c3a","year":2025},"citing_paper":{"arxiv_id":"2506.11141","last_updated":"2025-06-11T02:39:08Z","snapshot_observed_at":"2026-08-07T04:48:18.786170Z","submitted_at":"2025-06-11T02:39:08Z","title":"From over-reliance to smart integration: using Large-Language Models as translators between specialized modeling and simulation tools","version":1},"reference_index":2019,"source":"pdf_text","source_observed_at":"2026-08-07T04:53:43.373752Z"},"links":{"citing_paper":"/paper/2506.11141"},"observation_digest":"sha256:9fd883a51569b0c798167e5ab979e87a7d7f32446b577bb11ca9d024e8d6c29a","observation_id":"49cc855b-2eb1-4704-bfd5-38c4d55a407b","resolution":{"observed_at":"2026-08-07T04:53:46.527520Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T04:53:46.145025Z","title":"Towards reusable building blocks to develop COVID-19 simulation models","venue":null,"work_id":"aacf62a5-3a85-4c8f-a1c1-d1839af245d8","year":2022},"citing_paper":{"arxiv_id":"2506.11141","last_updated":"2025-06-11T02:39:08Z","snapshot_observed_at":"2026-08-07T04:48:18.786170Z","submitted_at":"2025-06-11T02:39:08Z","title":"From over-reliance to smart integration: using Large-Language Models as translators between specialized modeling and simulation tools","version":1},"reference_index":2022,"source":"pdf_text","source_observed_at":"2026-08-07T04:53:43.816890Z"},"links":{"citing_paper":"/paper/2506.11141"},"observation_digest":"sha256:7e222edbecb6ecbb783ba3ebd7173a6d5a0866530a3c69b5f436e7386a43a497","observation_id":"dcfcf1dc-6181-4de3-a6e8-c0492d4becdd","resolution":{"observed_at":"2026-08-07T04:53:46.279750Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T04:53:47.651040Z","title":"LangChain: A Framework for Developing Applications Powered by Language Models","venue":null,"work_id":"3cc2bcae-cfab-4156-be88-a5db0653684d","year":2025},"citing_paper":{"arxiv_id":"2506.11141","last_updated":"2025-06-11T02:39:08Z","snapshot_observed_at":"2026-08-07T04:48:18.786170Z","submitted_at":"2025-06-11T02:39:08Z","title":"From over-reliance to smart integration: using Large-Language Models as translators between specialized modeling and simulation tools","version":1},"reference_index":2023,"source":"pdf_text","source_observed_at":"2026-08-07T04:53:42.677455Z"},"links":{"citing_paper":"/paper/2506.11141"},"observation_digest":"sha256:9ebec03227fe722c23febc941db9483f63ea9e251ccebfd22923cddce47b7693","observation_id":"2cef5059-e7ff-48b2-819d-46381b693180","resolution":{"observed_at":"2026-08-07T04:53:47.715306Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T04:53:48.126455Z","title":"Increasing the Accuracy of LLM Question-Answering Systems with Ontologies","venue":null,"work_id":"ee468f0e-566d-4403-95e6-95ef7dfe37c9","year":2024},"citing_paper":{"arxiv_id":"2506.11141","last_updated":"2025-06-11T02:39:08Z","snapshot_observed_at":"2026-08-07T04:48:18.786170Z","submitted_at":"2025-06-11T02:39:08Z","title":"From over-reliance to smart integration: using Large-Language Models as translators between specialized modeling and simulation tools","version":1},"reference_index":2024,"source":"pdf_text","source_observed_at":"2026-08-07T04:53:42.075319Z"},"links":{"citing_paper":"/paper/2506.11141"},"observation_digest":"sha256:4afc6e7f491401c85aaf7cdd85d9dc4de69a2b4ef7615c4ce479a45f31bdfbb3","observation_id":"b6b6fab4-73bf-441e-b670-8f24611f5258","resolution":{"observed_at":"2026-08-07T04:53:48.287514Z","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":"2502.01378","last_updated":"2025-02-03T14:15:33Z","snapshot_observed_at":"2026-07-06T20:30:17.578339Z","submitted_at":"2025-02-03T14:15:33Z","title":"CE-LoRA: Computation-Efficient LoRA Fine-Tuning for Language Models","version":1},"cited_work":{"arxiv_id":"2502.01378","doi":null,"metadata_source":"pith","pith_arxiv_id":"2502.01378","snapshot_observed_at":"2026-08-07T04:53:45.038200Z","title":"CE-LoRA: Computation-Efficient LoRA Fine-Tuning for Language Models","venue":"cs.LG","work_id":"f75d393f-0014-4592-9a26-222d6e288f14","year":2025},"citing_paper":{"arxiv_id":"2506.11141","last_updated":"2025-06-11T02:39:08Z","snapshot_observed_at":"2026-08-07T04:48:18.786170Z","submitted_at":"2025-06-11T02:39:08Z","title":"From over-reliance to smart integration: using Large-Language Models as translators between specialized modeling and simulation tools","version":1},"reference_index":2025,"source":"pdf_text","source_observed_at":"2026-08-07T04:53:42.543595Z"},"links":{"cited_paper":"/paper/2502.01378","citing_paper":"/paper/2506.11141"},"observation_digest":"sha256:3342c06c0d56a0effb42b9de5f0fc6df5cefb512ab7f13cf180fd2338927cc25","observation_id":"f666ed42-bca9-4958-aeaa-5aa3a8b2ff96","resolution":{"observed_at":"2026-08-07T04:53:45.137947Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2506.11141","last_updated":"2025-06-11T02:39:08Z","latest_version":1,"primary_category":"cs.SE","snapshot_observed_at":"2026-08-07T04:48:18.786170Z","submitted_at":"2025-06-11T02:39:08Z","title":"From over-reliance to smart integration: using Large-Language Models as translators between specialized modeling and simulation tools"},"reference_resolution":{"displayed":21,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":8,"verified_exact":2,"verified_fuzzy":11},"total_outbound_references":21},"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 21 of 21 outbound references and 1 inbound Pith citation observation for arXiv:2506.11141."}