{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:HUFQMH7SJNOWXIYZV5WZT5RV6O","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":"3326d484e8dafb5652eacd73496907bde4e4abcf73ea5d4cfba5ea7ba2c24cff","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AI","submitted_at":"2025-11-24T23:14:45Z","title_canon_sha256":"4273e764ba9156d852acb1e48c84fdd1dd5d9e258916928c4892fcf232ba156b"},"schema_version":"1.0","source":{"id":"2511.19780","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2511.19780","created_at":"2026-06-23T02:12:35Z"},{"alias_kind":"arxiv_version","alias_value":"2511.19780v2","created_at":"2026-06-23T02:12:35Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2511.19780","created_at":"2026-06-23T02:12:35Z"},{"alias_kind":"pith_short_12","alias_value":"HUFQMH7SJNOW","created_at":"2026-06-23T02:12:35Z"},{"alias_kind":"pith_short_16","alias_value":"HUFQMH7SJNOWXIYZ","created_at":"2026-06-23T02:12:35Z"},{"alias_kind":"pith_short_8","alias_value":"HUFQMH7S","created_at":"2026-06-23T02:12:35Z"}],"graph_snapshots":[{"event_id":"sha256:0f1f50b3e41c76e871ad1da75401dd817d5299b67a45b9a896b2fedaf4598267","target":"graph","created_at":"2026-06-23T02:12:35Z","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/2511.19780/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Mobile agents must map natural-language requests to executable intents under tight latency and privacy constraints. Scaling the language model is often an inefficient way to improve this component. We present NOEM$^{3}$A, a lightweight neuro-symbolic layer that augments compact language models with an intent ontology. For each query, NOEM$^{3}$A retrieves a small ontology neighborhood, injects candidate action labels into the prompt and applies a token-level decoding prior toward valid labels. This injects symbolic intent structure into both input and output representations while keeping infer","authors_text":"Aifen Sui, Ioannis Tzachristas","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AI","submitted_at":"2025-11-24T23:14:45Z","title":"NOEM$^{3}$A: a Neuro-symbolic Ontology-Enhanced Method for Multi-intent understanding in Mobile Agents"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2511.19780","kind":"arxiv","version":2},"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":"sha256:78345f03cad44a60033bbc8d1f7a41d42e88bf92d7372a74df38b0aafd847278","target":"record","created_at":"2026-06-23T02:12:35Z","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":"3326d484e8dafb5652eacd73496907bde4e4abcf73ea5d4cfba5ea7ba2c24cff","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AI","submitted_at":"2025-11-24T23:14:45Z","title_canon_sha256":"4273e764ba9156d852acb1e48c84fdd1dd5d9e258916928c4892fcf232ba156b"},"schema_version":"1.0","source":{"id":"2511.19780","kind":"arxiv","version":2}},"canonical_sha256":"3d0b061ff24b5d6ba319af6d99f635f3a81dd06218a933b3118b70a8ce80c9e6","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"3d0b061ff24b5d6ba319af6d99f635f3a81dd06218a933b3118b70a8ce80c9e6","first_computed_at":"2026-06-23T02:12:35.564027Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-06-23T02:12:35.564027Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"sAsOOi8xaXV4l9eUawnOLuIATlQmQZIzwV9oGtfQZpZuqS/PQM2PoD2gUwUbV/qNVh4McATh7xhqcPpFeCd7Ag==","signature_status":"signed_v1","signed_at":"2026-06-23T02:12:35.564493Z","signed_message":"canonical_sha256_bytes"},"source_id":"2511.19780","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:78345f03cad44a60033bbc8d1f7a41d42e88bf92d7372a74df38b0aafd847278","sha256:0f1f50b3e41c76e871ad1da75401dd817d5299b67a45b9a896b2fedaf4598267"],"state_sha256":"45b3ff93fd789adcab97fbde59e4049f5cd79e16491f677be282629e30f3c9f3"}