{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2024:A365I53K3LVJCMDBY2MXPN43HZ","short_pith_number":"pith:A365I53K","canonical_record":{"source":{"id":"2412.08414","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2024-12-11T14:31:39Z","cross_cats_sorted":[],"title_canon_sha256":"7d7558ba19da25f82cb4e45fd8ea1972273c71922ef4ba4af0b674a735285f79","abstract_canon_sha256":"fbea1c0612cf3155c29647bb9efb57a1e4968148bb7f53026500c172e62912b4"},"schema_version":"1.0"},"canonical_sha256":"06fdd4776adaea913061c69977b79b3e52f87655c859bc7cab77b1d13cfca068","source":{"kind":"arxiv","id":"2412.08414","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2412.08414","created_at":"2026-07-05T09:47:49Z"},{"alias_kind":"arxiv_version","alias_value":"2412.08414v1","created_at":"2026-07-05T09:47:49Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2412.08414","created_at":"2026-07-05T09:47:49Z"},{"alias_kind":"pith_short_12","alias_value":"A365I53K3LVJ","created_at":"2026-07-05T09:47:49Z"},{"alias_kind":"pith_short_16","alias_value":"A365I53K3LVJCMDB","created_at":"2026-07-05T09:47:49Z"},{"alias_kind":"pith_short_8","alias_value":"A365I53K","created_at":"2026-07-05T09:47:49Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2024:A365I53K3LVJCMDBY2MXPN43HZ","target":"record","payload":{"canonical_record":{"source":{"id":"2412.08414","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2024-12-11T14:31:39Z","cross_cats_sorted":[],"title_canon_sha256":"7d7558ba19da25f82cb4e45fd8ea1972273c71922ef4ba4af0b674a735285f79","abstract_canon_sha256":"fbea1c0612cf3155c29647bb9efb57a1e4968148bb7f53026500c172e62912b4"},"schema_version":"1.0"},"canonical_sha256":"06fdd4776adaea913061c69977b79b3e52f87655c859bc7cab77b1d13cfca068","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T09:47:49.855214Z","signature_b64":"u3HTxtOpIE/LBuO80PKab6F1Oa9aK5p0btrRXSIMVy7Kdde3ufaTtYbr+0w4he6IDqG9b6nItnRY32ltxZKWBw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"06fdd4776adaea913061c69977b79b3e52f87655c859bc7cab77b1d13cfca068","last_reissued_at":"2026-07-05T09:47:49.854726Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T09:47:49.854726Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2412.08414","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":"2026-07-05T09:47:49Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"0tBrB0E/zkEY7LvMvbw7LsToUiiy4WeXHAhem/3B6vYyOBzJEv17lm91NxdHWfUunNTbJyrePIbZhfTdbNNeDw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-09T18:29:14.439677Z"},"content_sha256":"f9ef416133eaf54b1e1559109277f02f486b08e155ee63a924eb617f389f52e8","schema_version":"1.0","event_id":"sha256:f9ef416133eaf54b1e1559109277f02f486b08e155ee63a924eb617f389f52e8"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2024:A365I53K3LVJCMDBY2MXPN43HZ","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Detecting Conversational Mental Manipulation with Intent-Aware Prompting","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.CL","authors_text":"Hongbin Na, Jiayuan Ma, Ling Chen, Wei Wang, Yining Hua, Yue Liu, Zimu Wang","submitted_at":"2024-12-11T14:31:39Z","abstract_excerpt":"Mental manipulation severely undermines mental wellness by covertly and negatively distorting decision-making. While there is an increasing interest in mental health care within the natural language processing community, progress in tackling manipulation remains limited due to the complexity of detecting subtle, covert tactics in conversations. In this paper, we propose Intent-Aware Prompting (IAP), a novel approach for detecting mental manipulations using large language models (LLMs), providing a deeper understanding of manipulative tactics by capturing the underlying intents of participants."},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2412.08414","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/2412.08414/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":"2026-07-05T09:47:49Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"IqBqitM77TZ0wPS+g750Aspqk8Uqw7Yvnb6YbTAhajaPxujElk5L4Lfl1WHkrSsdZsiaBPAxDSh1WjTvyFjlAQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-09T18:29:14.440584Z"},"content_sha256":"6c79190a09769c712fb05be016efd1461aecfb200801a2abaf10abc95ad10600","schema_version":"1.0","event_id":"sha256:6c79190a09769c712fb05be016efd1461aecfb200801a2abaf10abc95ad10600"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/A365I53K3LVJCMDBY2MXPN43HZ/bundle.json","state_url":"https://pith.science/pith/A365I53K3LVJCMDBY2MXPN43HZ/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/A365I53K3LVJCMDBY2MXPN43HZ/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":"2026-08-09T18:29:14Z","links":{"resolver":"https://pith.science/pith/A365I53K3LVJCMDBY2MXPN43HZ","bundle":"https://pith.science/pith/A365I53K3LVJCMDBY2MXPN43HZ/bundle.json","state":"https://pith.science/pith/A365I53K3LVJCMDBY2MXPN43HZ/state.json","well_known_bundle":"https://pith.science/.well-known/pith/A365I53K3LVJCMDBY2MXPN43HZ/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:A365I53K3LVJCMDBY2MXPN43HZ","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":"fbea1c0612cf3155c29647bb9efb57a1e4968148bb7f53026500c172e62912b4","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2024-12-11T14:31:39Z","title_canon_sha256":"7d7558ba19da25f82cb4e45fd8ea1972273c71922ef4ba4af0b674a735285f79"},"schema_version":"1.0","source":{"id":"2412.08414","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2412.08414","created_at":"2026-07-05T09:47:49Z"},{"alias_kind":"arxiv_version","alias_value":"2412.08414v1","created_at":"2026-07-05T09:47:49Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2412.08414","created_at":"2026-07-05T09:47:49Z"},{"alias_kind":"pith_short_12","alias_value":"A365I53K3LVJ","created_at":"2026-07-05T09:47:49Z"},{"alias_kind":"pith_short_16","alias_value":"A365I53K3LVJCMDB","created_at":"2026-07-05T09:47:49Z"},{"alias_kind":"pith_short_8","alias_value":"A365I53K","created_at":"2026-07-05T09:47:49Z"}],"graph_snapshots":[{"event_id":"sha256:6c79190a09769c712fb05be016efd1461aecfb200801a2abaf10abc95ad10600","target":"graph","created_at":"2026-07-05T09:47:49Z","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/2412.08414/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Mental manipulation severely undermines mental wellness by covertly and negatively distorting decision-making. While there is an increasing interest in mental health care within the natural language processing community, progress in tackling manipulation remains limited due to the complexity of detecting subtle, covert tactics in conversations. In this paper, we propose Intent-Aware Prompting (IAP), a novel approach for detecting mental manipulations using large language models (LLMs), providing a deeper understanding of manipulative tactics by capturing the underlying intents of participants.","authors_text":"Hongbin Na, Jiayuan Ma, Ling Chen, Wei Wang, Yining Hua, Yue Liu, Zimu Wang","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2024-12-11T14:31:39Z","title":"Detecting Conversational Mental Manipulation with Intent-Aware Prompting"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2412.08414","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:f9ef416133eaf54b1e1559109277f02f486b08e155ee63a924eb617f389f52e8","target":"record","created_at":"2026-07-05T09:47:49Z","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":"fbea1c0612cf3155c29647bb9efb57a1e4968148bb7f53026500c172e62912b4","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2024-12-11T14:31:39Z","title_canon_sha256":"7d7558ba19da25f82cb4e45fd8ea1972273c71922ef4ba4af0b674a735285f79"},"schema_version":"1.0","source":{"id":"2412.08414","kind":"arxiv","version":1}},"canonical_sha256":"06fdd4776adaea913061c69977b79b3e52f87655c859bc7cab77b1d13cfca068","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"06fdd4776adaea913061c69977b79b3e52f87655c859bc7cab77b1d13cfca068","first_computed_at":"2026-07-05T09:47:49.854726Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T09:47:49.854726Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"u3HTxtOpIE/LBuO80PKab6F1Oa9aK5p0btrRXSIMVy7Kdde3ufaTtYbr+0w4he6IDqG9b6nItnRY32ltxZKWBw==","signature_status":"signed_v1","signed_at":"2026-07-05T09:47:49.855214Z","signed_message":"canonical_sha256_bytes"},"source_id":"2412.08414","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:f9ef416133eaf54b1e1559109277f02f486b08e155ee63a924eb617f389f52e8","sha256:6c79190a09769c712fb05be016efd1461aecfb200801a2abaf10abc95ad10600"],"state_sha256":"def9a014811d0b9fab425fd6cc5a875ed4b1814dd08b82e731c429f7a2280971"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"Jv+nwkJS8AQpCT2b3/7N5Q1wJT40/o3oJcxkY9rmFNKknsFM6ZbzOdMjkKHK3Do8Tr5D4ybvITGK1hzPnE3PCQ==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-09T18:29:14.454831Z","bundle_sha256":"1dd4840c5d8f227cfb72fb78c574c9a8e234f6c2e00bc975be1ae98f2f2db470"}}