{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2025:7ARGE7GZM6O36GOCDLVO4N5KGG","short_pith_number":"pith:7ARGE7GZ","canonical_record":{"source":{"id":"2506.15947","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.NI","submitted_at":"2025-06-19T01:11:35Z","cross_cats_sorted":["eess.SP"],"title_canon_sha256":"592f875f70557548b42adbc3cecff464bf04db695c5512463b63381d8239c6e2","abstract_canon_sha256":"41d28d90f7198455f2344078a8c0cbd9cefebf1afe4882d25a32639eddaaa1b5"},"schema_version":"1.0"},"canonical_sha256":"f822627cd9679dbf19c21aeaee37aa31a09082792ff153728bca22bf742f0729","source":{"kind":"arxiv","id":"2506.15947","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2506.15947","created_at":"2026-07-05T11:24:26Z"},{"alias_kind":"arxiv_version","alias_value":"2506.15947v1","created_at":"2026-07-05T11:24:26Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2506.15947","created_at":"2026-07-05T11:24:26Z"},{"alias_kind":"pith_short_12","alias_value":"7ARGE7GZM6O3","created_at":"2026-07-05T11:24:26Z"},{"alias_kind":"pith_short_16","alias_value":"7ARGE7GZM6O36GOC","created_at":"2026-07-05T11:24:26Z"},{"alias_kind":"pith_short_8","alias_value":"7ARGE7GZ","created_at":"2026-07-05T11:24:26Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2025:7ARGE7GZM6O36GOCDLVO4N5KGG","target":"record","payload":{"canonical_record":{"source":{"id":"2506.15947","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.NI","submitted_at":"2025-06-19T01:11:35Z","cross_cats_sorted":["eess.SP"],"title_canon_sha256":"592f875f70557548b42adbc3cecff464bf04db695c5512463b63381d8239c6e2","abstract_canon_sha256":"41d28d90f7198455f2344078a8c0cbd9cefebf1afe4882d25a32639eddaaa1b5"},"schema_version":"1.0"},"canonical_sha256":"f822627cd9679dbf19c21aeaee37aa31a09082792ff153728bca22bf742f0729","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T11:24:26.939344Z","signature_b64":"SLU8h2D9uj91Xm4+jM+ocQ8SvHurJF++o1hOAGyXCnqsz+MecCm3w68BG2VLR5g0MKlPqVO9kc42KbC017ZfCw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"f822627cd9679dbf19c21aeaee37aa31a09082792ff153728bca22bf742f0729","last_reissued_at":"2026-07-05T11:24:26.938882Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T11:24:26.938882Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2506.15947","source_version":1,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T11:24:26Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"+I8l14n91Jh3kpDH1dJGQI1ClqefIK+8kOVXSUXWg61qO41reHVc8qUgrEjPwVe6R7VZYPL2GpF+k/6HoXnnBw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-05T17:27:09.976251Z"},"content_sha256":"bdf1794f4e8ca82bacdd7935ed7013780f832534eb0c1404e263510c12b8c551","schema_version":"1.0","event_id":"sha256:bdf1794f4e8ca82bacdd7935ed7013780f832534eb0c1404e263510c12b8c551"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2025:7ARGE7GZM6O36GOCDLVO4N5KGG","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"HybridRAG-based LLM Agents for Low-Carbon Optimization in Low-Altitude Economy Networks","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["eess.SP"],"primary_cat":"cs.NI","authors_text":"Chau Yuen, Cheng Su, Dusit Niyato, Jiangtian Nie, Jianhang Tang, Jiawen Kang, Jinbo Wen, Yang Zhang","submitted_at":"2025-06-19T01:11:35Z","abstract_excerpt":"Low-Altitude Economy Networks (LAENets) are emerging as a promising paradigm to support various low-altitude services through integrated air-ground infrastructure. To satisfy low-latency and high-computation demands, the integration of Unmanned Aerial Vehicles (UAVs) with Mobile Edge Computing (MEC) systems plays a vital role, which offloads computing tasks from terminal devices to nearby UAVs, enabling flexible and resilient service provisions for ground users. To promote the development of LAENets, it is significant to achieve low-carbon multi-UAV-assisted MEC networks. However, several chal"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2506.15947","kind":"arxiv","version":1},"verdict":{"id":null,"model_set":{},"created_at":null,"strongest_claim":"","one_line_summary":"","pipeline_version":null,"weakest_assumption":"","pith_extraction_headline":""},"integrity":{"clean":true,"summary":{"advisory":0,"critical":0,"by_detector":{},"informational":0},"endpoint":"/pith/2506.15947/integrity.json","findings":[],"available":true,"detectors_run":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938"},"references":{"count":0,"sample":[],"resolved_work":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","internal_anchors":0},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"author_claims":{"count":0,"strong_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"builder_version":"pith-number-builder-2026-05-17-v1"},"verdict_id":null},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T11:24:26Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"vK1OIa9xLz/7HyHCedmylVPVwcUVdS3nwKrB1Av6MlQp3/Zg60zrzT0llkxBCAiitcSxg3+kP3YFh1pJUQSBCA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-05T17:27:09.976729Z"},"content_sha256":"4f1c68e23762375aa17877e91c97ea2935d5cccb7aab1e68c7c2be8fdac64650","schema_version":"1.0","event_id":"sha256:4f1c68e23762375aa17877e91c97ea2935d5cccb7aab1e68c7c2be8fdac64650"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/7ARGE7GZM6O36GOCDLVO4N5KGG/bundle.json","state_url":"https://pith.science/pith/7ARGE7GZM6O36GOCDLVO4N5KGG/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/7ARGE7GZM6O36GOCDLVO4N5KGG/bundle.json","status":"primary"}],"public_keys":[{"key_id":"pith-v1-2026-05","algorithm":"ed25519","format":"raw","public_key_b64":"stVStoiQhXFxp4s2pdzPNoqVNBMojDU/fJ2db5S3CbM=","public_key_hex":"b2d552b68890857171a78b36a5dccf368a953413288c353f7c9d9d6f94b709b3","fingerprint_sha256_b32_first128bits":"RVFV5Z2OI2J3ZUO7ERDEBCYNKS","fingerprint_sha256_hex":"8d4b5ee74e4693bcd1df2446408b0d54","rotates_at":null,"url":"https://pith.science/pith-signing-key.json","notes":"Pith uses this Ed25519 key to sign canonical record SHA-256 digests. Verify with: ed25519_verify(public_key, message=canonical_sha256_bytes, signature=base64decode(signature_b64))."}],"merge_version":"pith-open-graph-merge-v1","built_at":"2026-08-05T17:27:09Z","links":{"resolver":"https://pith.science/pith/7ARGE7GZM6O36GOCDLVO4N5KGG","bundle":"https://pith.science/pith/7ARGE7GZM6O36GOCDLVO4N5KGG/bundle.json","state":"https://pith.science/pith/7ARGE7GZM6O36GOCDLVO4N5KGG/state.json","well_known_bundle":"https://pith.science/.well-known/pith/7ARGE7GZM6O36GOCDLVO4N5KGG/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:7ARGE7GZM6O36GOCDLVO4N5KGG","merge_version":"pith-open-graph-merge-v1","event_count":2,"valid_event_count":2,"invalid_event_count":0,"equivocation_count":0,"current":{"canonical_record":{"metadata":{"abstract_canon_sha256":"41d28d90f7198455f2344078a8c0cbd9cefebf1afe4882d25a32639eddaaa1b5","cross_cats_sorted":["eess.SP"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.NI","submitted_at":"2025-06-19T01:11:35Z","title_canon_sha256":"592f875f70557548b42adbc3cecff464bf04db695c5512463b63381d8239c6e2"},"schema_version":"1.0","source":{"id":"2506.15947","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2506.15947","created_at":"2026-07-05T11:24:26Z"},{"alias_kind":"arxiv_version","alias_value":"2506.15947v1","created_at":"2026-07-05T11:24:26Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2506.15947","created_at":"2026-07-05T11:24:26Z"},{"alias_kind":"pith_short_12","alias_value":"7ARGE7GZM6O3","created_at":"2026-07-05T11:24:26Z"},{"alias_kind":"pith_short_16","alias_value":"7ARGE7GZM6O36GOC","created_at":"2026-07-05T11:24:26Z"},{"alias_kind":"pith_short_8","alias_value":"7ARGE7GZ","created_at":"2026-07-05T11:24:26Z"}],"graph_snapshots":[{"event_id":"sha256:4f1c68e23762375aa17877e91c97ea2935d5cccb7aab1e68c7c2be8fdac64650","target":"graph","created_at":"2026-07-05T11:24:26Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"graph_snapshot":{"author_claims":{"count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","strong_count":0},"builder_version":"pith-number-builder-2026-05-17-v1","claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"integrity":{"available":true,"clean":true,"detectors_run":[],"endpoint":"/pith/2506.15947/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Low-Altitude Economy Networks (LAENets) are emerging as a promising paradigm to support various low-altitude services through integrated air-ground infrastructure. To satisfy low-latency and high-computation demands, the integration of Unmanned Aerial Vehicles (UAVs) with Mobile Edge Computing (MEC) systems plays a vital role, which offloads computing tasks from terminal devices to nearby UAVs, enabling flexible and resilient service provisions for ground users. To promote the development of LAENets, it is significant to achieve low-carbon multi-UAV-assisted MEC networks. However, several chal","authors_text":"Chau Yuen, Cheng Su, Dusit Niyato, Jiangtian Nie, Jianhang Tang, Jiawen Kang, Jinbo Wen, Yang Zhang","cross_cats":["eess.SP"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.NI","submitted_at":"2025-06-19T01:11:35Z","title":"HybridRAG-based LLM Agents for Low-Carbon Optimization in Low-Altitude Economy Networks"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2506.15947","kind":"arxiv","version":1},"verdict":{"created_at":null,"id":null,"model_set":{},"one_line_summary":"","pipeline_version":null,"pith_extraction_headline":"","strongest_claim":"","weakest_assumption":""}},"verdict_id":null}}],"author_attestations":[],"timestamp_anchors":[],"storage_attestations":[],"citation_signatures":[],"replication_records":[],"corrections":[],"mirror_hints":[],"record_created":{"event_id":"sha256:bdf1794f4e8ca82bacdd7935ed7013780f832534eb0c1404e263510c12b8c551","target":"record","created_at":"2026-07-05T11:24:26Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"attestation_state":"computed","canonical_record":{"metadata":{"abstract_canon_sha256":"41d28d90f7198455f2344078a8c0cbd9cefebf1afe4882d25a32639eddaaa1b5","cross_cats_sorted":["eess.SP"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.NI","submitted_at":"2025-06-19T01:11:35Z","title_canon_sha256":"592f875f70557548b42adbc3cecff464bf04db695c5512463b63381d8239c6e2"},"schema_version":"1.0","source":{"id":"2506.15947","kind":"arxiv","version":1}},"canonical_sha256":"f822627cd9679dbf19c21aeaee37aa31a09082792ff153728bca22bf742f0729","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"f822627cd9679dbf19c21aeaee37aa31a09082792ff153728bca22bf742f0729","first_computed_at":"2026-07-05T11:24:26.938882Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T11:24:26.938882Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"SLU8h2D9uj91Xm4+jM+ocQ8SvHurJF++o1hOAGyXCnqsz+MecCm3w68BG2VLR5g0MKlPqVO9kc42KbC017ZfCw==","signature_status":"signed_v1","signed_at":"2026-07-05T11:24:26.939344Z","signed_message":"canonical_sha256_bytes"},"source_id":"2506.15947","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:bdf1794f4e8ca82bacdd7935ed7013780f832534eb0c1404e263510c12b8c551","sha256:4f1c68e23762375aa17877e91c97ea2935d5cccb7aab1e68c7c2be8fdac64650"],"state_sha256":"131f18a0fa66fa82c6c67388c29dec03bc1bfac5b4424f563ec739f4707cb28c"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"seVZjUZsDYA+uCLR7h7xUJ2LQMZ86SguV2fJd+5rV8hWbe3DHTdWImudksh+Glq8FO0znPGPQhf4ubt+MsN8DA==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-05T17:27:09.979991Z","bundle_sha256":"bfd5adf0858deef9544474050b73ef6e381ddd171078b85335603dc720bd9bb3"}}