{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:MUNLD32G57QVTC3SBTJ5Y2PNWP","merge_version":"pith-open-graph-merge-v1","event_count":3,"valid_event_count":3,"invalid_event_count":0,"equivocation_count":0,"current":{"canonical_record":{"metadata":{"abstract_canon_sha256":"190944d76d70eca2d97fb324d276e96b2f999624c34ccd0633ed193cb4784b7d","cross_cats_sorted":["cs.AI"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2026-07-17T11:21:29Z","title_canon_sha256":"434f6f3f100049c65c0129a99fcec17fa4dc8bba3d951de39b794ab2ce75b01e"},"schema_version":"1.0","source":{"id":"2607.15861","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2607.15861","created_at":"2026-07-20T01:19:14Z"},{"alias_kind":"arxiv_version","alias_value":"2607.15861v1","created_at":"2026-07-20T01:19:14Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2607.15861","created_at":"2026-07-20T01:19:14Z"},{"alias_kind":"pith_short_12","alias_value":"MUNLD32G57QV","created_at":"2026-07-20T01:19:14Z"},{"alias_kind":"pith_short_16","alias_value":"MUNLD32G57QVTC3S","created_at":"2026-07-20T01:19:14Z"},{"alias_kind":"pith_short_8","alias_value":"MUNLD32G","created_at":"2026-07-20T01:19:14Z"}],"graph_snapshots":[{"event_id":"sha256:9887d0944690aefec11b6d1b4ddef4ad102cdd7f007fb0a83c79d6b96805fd6f","target":"graph","created_at":"2026-07-20T01:19:14Z","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/2607.15861/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Moderation systems increasingly rely on external toxicity tools, but those tools are unreliable under code-mixing, transliteration, slang, and language mismatch. We study the \\emph{conditional reliability} of toxicity priors in Indian multilingual and code-mixed short text: English toxicity, Indic abuse, and rule-based severity cues can be useful evidence, but only in some linguistic and abuse-severity contexts. We propose ToxGate, a trust-fusion head that conditions each auxiliary signal on the encoder representation before adding it to the prediction state. Across three short-text abuse data","authors_text":"Arnab Mallick, Harmesh Rana, Indraveni Chebolu, Rohan Singh","cross_cats":["cs.AI"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2026-07-17T11:21:29Z","title":"Conditional Reliability of Toxicity Signals for Multilingual and Code-Mixed Abuse Detection"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2607.15861","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:d34ef26d28768ae73a2e2c14c3df57928f05a48178002a88378e9b92afcae6d4","target":"record","created_at":"2026-07-20T01:19:14Z","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":"190944d76d70eca2d97fb324d276e96b2f999624c34ccd0633ed193cb4784b7d","cross_cats_sorted":["cs.AI"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2026-07-17T11:21:29Z","title_canon_sha256":"434f6f3f100049c65c0129a99fcec17fa4dc8bba3d951de39b794ab2ce75b01e"},"schema_version":"1.0","source":{"id":"2607.15861","kind":"arxiv","version":1}},"canonical_sha256":"651ab1ef46efe1598b720cd3dc69edb3fe6bf967e6b70402b3a764ec9958025f","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"651ab1ef46efe1598b720cd3dc69edb3fe6bf967e6b70402b3a764ec9958025f","first_computed_at":"2026-07-20T01:19:14.174432Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-20T01:19:14.174432Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"JAgLLHpl3KgOPdYorWMP7IYIA50J1a9FyttTS2+mlUvml+6012BABUDB8/wvyLuB5MpzrmXbpcenx8NQboGKAQ==","signature_status":"signed_v1","signed_at":"2026-07-20T01:19:14.175379Z","signed_message":"canonical_sha256_bytes"},"source_id":"2607.15861","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:d34ef26d28768ae73a2e2c14c3df57928f05a48178002a88378e9b92afcae6d4","sha256:9887d0944690aefec11b6d1b4ddef4ad102cdd7f007fb0a83c79d6b96805fd6f","sha256:fa0fc1da43c125bba540e463fd279a6d095f4dd4f11c769888e7a8618bb28b83"],"state_sha256":"bfffdd07c15395e10b07da01fb3e91bd24b92cd283ffb046506bb18afc78a492"}