{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:E4SOLSTNXZ2VHTUKRXWV5VVNCX","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":"59947df100c7451563ffe3679a96fa434d319c19f2218ee7d8a2b3fd71c33c67","cross_cats_sorted":["cs.AI","cs.CY","cs.LG"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2026-07-06T13:26:01Z","title_canon_sha256":"e02046d2c6f75bd6875349f5df4c2490fdace7d353804155411fa1a1f19d9e1c"},"schema_version":"1.0","source":{"id":"2607.05052","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2607.05052","created_at":"2026-07-07T02:20:20Z"},{"alias_kind":"arxiv_version","alias_value":"2607.05052v1","created_at":"2026-07-07T02:20:20Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2607.05052","created_at":"2026-07-07T02:20:20Z"},{"alias_kind":"pith_short_12","alias_value":"E4SOLSTNXZ2V","created_at":"2026-07-07T02:20:20Z"},{"alias_kind":"pith_short_16","alias_value":"E4SOLSTNXZ2VHTUK","created_at":"2026-07-07T02:20:20Z"},{"alias_kind":"pith_short_8","alias_value":"E4SOLSTN","created_at":"2026-07-07T02:20:20Z"}],"graph_snapshots":[{"event_id":"sha256:3798111c615ddb874cff4988e2d844c347414163a0657c362ad9b083e8676df9","target":"graph","created_at":"2026-07-07T02:20:20Z","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/2607.05052/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Human value detection is commonly formulated as sentence-level multi-label classification over the 19 refined Schwartz values, typically predicted as independent labels. Schwartz theory, however, describes them as a circular motivational continuum, in which adjacent values are compatible and opposing values are in tension. We ask whether this structure can be operationalized as an explicit output-space geometry and used as a soft bias rather than a hard constraint. On a DeBERTa-v3-base classifier, we compare two ways of injecting it: training-time geometry-aware objectives and a post-hoc Schwa","authors_text":"Paolo Rosso, V\\'ictor Yeste","cross_cats":["cs.AI","cs.CY","cs.LG"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2026-07-06T13:26:01Z","title":"Beyond Independent Labels: Schwartz-Geometry Decoding for Human Value Detection"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2607.05052","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:f0183bde788470b06ef8922078d65c1d74e4a03fbb554628a897e88bba97fbed","target":"record","created_at":"2026-07-07T02:20:20Z","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":"59947df100c7451563ffe3679a96fa434d319c19f2218ee7d8a2b3fd71c33c67","cross_cats_sorted":["cs.AI","cs.CY","cs.LG"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2026-07-06T13:26:01Z","title_canon_sha256":"e02046d2c6f75bd6875349f5df4c2490fdace7d353804155411fa1a1f19d9e1c"},"schema_version":"1.0","source":{"id":"2607.05052","kind":"arxiv","version":1}},"canonical_sha256":"2724e5ca6dbe7553ce8a8ded5ed6ad15efd06911840ef92a377bea3b73033754","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"2724e5ca6dbe7553ce8a8ded5ed6ad15efd06911840ef92a377bea3b73033754","first_computed_at":"2026-07-07T02:20:20.765058Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-07T02:20:20.765058Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"f6FXFhmCX+Y/aroDdSwcvfxQA75BmpCv98ugI7uJuAGkvBAX6S1k0EIr/ZwxrnjoBWvbs7thLhef2tmSecq+DA==","signature_status":"signed_v1","signed_at":"2026-07-07T02:20:20.765946Z","signed_message":"canonical_sha256_bytes"},"source_id":"2607.05052","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:f0183bde788470b06ef8922078d65c1d74e4a03fbb554628a897e88bba97fbed","sha256:3798111c615ddb874cff4988e2d844c347414163a0657c362ad9b083e8676df9"],"state_sha256":"d06533b01b1d116f1e391e7e21c66ea83b5df2d5e12a38ecbcd4c77c10b5c809"}