{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2023:6VYRZDXPA2PZLTKXAA63J6OXYE","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":"1852e5c88609d8b395aedf781f6ac921a2ef80a546e203887cf056399779399a","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.IR","submitted_at":"2023-10-29T09:41:21Z","title_canon_sha256":"af6851adab7c60dce0f486897ba482f04578b22a42f2703d2102c69d13936c41"},"schema_version":"1.0","source":{"id":"2310.18951","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2310.18951","created_at":"2026-07-05T07:06:43Z"},{"alias_kind":"arxiv_version","alias_value":"2310.18951v1","created_at":"2026-07-05T07:06:43Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2310.18951","created_at":"2026-07-05T07:06:43Z"},{"alias_kind":"pith_short_12","alias_value":"6VYRZDXPA2PZ","created_at":"2026-07-05T07:06:43Z"},{"alias_kind":"pith_short_16","alias_value":"6VYRZDXPA2PZLTKX","created_at":"2026-07-05T07:06:43Z"},{"alias_kind":"pith_short_8","alias_value":"6VYRZDXP","created_at":"2026-07-05T07:06:43Z"}],"graph_snapshots":[{"event_id":"sha256:a2a4742dad583a8f74cc66c3128f758be05173892c5c21018971715f1236f9a5","target":"graph","created_at":"2026-07-05T07:06:43Z","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/2310.18951/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"The Ecological Civilization Pattern Recommendation System (ECPRS) aims to recommend suitable ecological civilization patterns for target regions, promoting sustainable development and reducing regional disparities. However, the current representative recommendation methods are not suitable for recommending ecological civilization patterns in a geographical context. There are two reasons for this. Firstly, regions have spatial heterogeneity, and the (ECPRS)needs to consider factors like climate, topography, vegetation, etc., to recommend civilization patterns adapted to specific ecological envi","authors_text":"Shu Wang, Yunqiang Zhu, Zhihang Yu, Zhiqiang Zou","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.IR","submitted_at":"2023-10-29T09:41:21Z","title":"A Multimodal Ecological Civilization Pattern Recommendation Method Based on Large Language Models and Knowledge Graph"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2310.18951","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":"sha256:7b772bb4c4c85086170ef06ff079e17f9c3243a43d15a0d08e5bda597997e9eb","target":"record","created_at":"2026-07-05T07:06:43Z","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":"1852e5c88609d8b395aedf781f6ac921a2ef80a546e203887cf056399779399a","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.IR","submitted_at":"2023-10-29T09:41:21Z","title_canon_sha256":"af6851adab7c60dce0f486897ba482f04578b22a42f2703d2102c69d13936c41"},"schema_version":"1.0","source":{"id":"2310.18951","kind":"arxiv","version":1}},"canonical_sha256":"f5711c8eef069f95cd57003db4f9d7c130cdcffd97a5e53c91676d75eda53a30","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"f5711c8eef069f95cd57003db4f9d7c130cdcffd97a5e53c91676d75eda53a30","first_computed_at":"2026-07-05T07:06:43.835868Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T07:06:43.835868Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"nj/+foVxuRcBNYN/RmmQDUBfcUvzT8ePubPkfEhR1sw+ILhVkspZ6JJMS7ZECLm9j/rzYBbgAlBCO3hFATMeAw==","signature_status":"signed_v1","signed_at":"2026-07-05T07:06:43.836293Z","signed_message":"canonical_sha256_bytes"},"source_id":"2310.18951","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:7b772bb4c4c85086170ef06ff079e17f9c3243a43d15a0d08e5bda597997e9eb","sha256:a2a4742dad583a8f74cc66c3128f758be05173892c5c21018971715f1236f9a5"],"state_sha256":"bc1b2f8da8ec416bafcce86cc231d3a1df670d1fc5df857cbd7f9bf6b10bfddb"}