{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2026:PXZEJ4ND22MXH23WLHGHJBNSY7","short_pith_number":"pith:PXZEJ4ND","canonical_record":{"source":{"id":"2606.11349","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.AI","submitted_at":"2026-06-09T18:25:57Z","cross_cats_sorted":["cs.HC"],"title_canon_sha256":"116e456159571f107c539f30790544c6d2e554b53dee9c45693e6c1ee29b6bfc","abstract_canon_sha256":"41d8720544de1b2dcb1f5219898136d91b3daa66e5a0c44e0b8dc6e7799fdefd"},"schema_version":"1.0"},"canonical_sha256":"7df244f1a3d69973eb7659cc7485b2c7d80e5ba4b8f75ab9e15bb8735f7e109c","source":{"kind":"arxiv","id":"2606.11349","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2606.11349","created_at":"2026-06-11T00:08:21Z"},{"alias_kind":"arxiv_version","alias_value":"2606.11349v1","created_at":"2026-06-11T00:08:21Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2606.11349","created_at":"2026-06-11T00:08:21Z"},{"alias_kind":"pith_short_12","alias_value":"PXZEJ4ND22MX","created_at":"2026-06-11T00:08:21Z"},{"alias_kind":"pith_short_16","alias_value":"PXZEJ4ND22MXH23W","created_at":"2026-06-11T00:08:21Z"},{"alias_kind":"pith_short_8","alias_value":"PXZEJ4ND","created_at":"2026-06-11T00:08:21Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2026:PXZEJ4ND22MXH23WLHGHJBNSY7","target":"record","payload":{"canonical_record":{"source":{"id":"2606.11349","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.AI","submitted_at":"2026-06-09T18:25:57Z","cross_cats_sorted":["cs.HC"],"title_canon_sha256":"116e456159571f107c539f30790544c6d2e554b53dee9c45693e6c1ee29b6bfc","abstract_canon_sha256":"41d8720544de1b2dcb1f5219898136d91b3daa66e5a0c44e0b8dc6e7799fdefd"},"schema_version":"1.0"},"canonical_sha256":"7df244f1a3d69973eb7659cc7485b2c7d80e5ba4b8f75ab9e15bb8735f7e109c","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-06-11T00:08:21.086327Z","signature_b64":"q2SCMajaf4VibCRGSsuvsdxEOIviy+6lXsyliY6zs7+fiIp0oAXK9jcP0jifsonSjB+9X1Kh/9UmjQGphB1qCA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"7df244f1a3d69973eb7659cc7485b2c7d80e5ba4b8f75ab9e15bb8735f7e109c","last_reissued_at":"2026-06-11T00:08:21.085557Z","signature_status":"signed_v1","first_computed_at":"2026-06-11T00:08:21.085557Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2606.11349","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":"2026-06-11T00:08:21Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"8qCI1kwNVB47WrLpmb+7fVyqRcUyZaNJQ872RU7WTlAtlHK/HKQtpGGB5TK6771SDNYZJ3kvLRQiUDiGFmKiBA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-06-11T11:50:35.172207Z"},"content_sha256":"07e769f39283a4e7cca3115b67bef8fcbd22f710f0ff3e3189ea9b48e0547c78","schema_version":"1.0","event_id":"sha256:07e769f39283a4e7cca3115b67bef8fcbd22f710f0ff3e3189ea9b48e0547c78"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2026:PXZEJ4ND22MXH23WLHGHJBNSY7","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Knowing When to Ask: Self-Gated Clarification for Hierarchical Language Agents","license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","headline":"","cross_cats":["cs.HC"],"primary_cat":"cs.AI","authors_text":"Aijing Gao, Jae Oh Woo, Mengdie Flora Wang, Yiming Kang","submitted_at":"2026-06-09T18:25:57Z","abstract_excerpt":"In hierarchical reasoning, failures often originate at intermediate decision points where the agent commits to a wrong branch without recognizing that it lacks critical information. Rather than treating clarification as an external uncertainty trigger, we propose ACTION-RATING, a formulation that places it inside the agent's action space on a shared ordinal scale with navigation, so that asking competes directly with acting at every decision point and help-seeking becomes observable at intermediate states. Two structurally distinct information-seeking modes emerge from the agent's own ratings:"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2606.11349","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/2606.11349/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":"2026-06-11T00:08:21Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"/HssJh1KUeNw8aFthbvaUiHrVMb0mMREaeGknbTBMesP9Y+dMaRekh8p3J7Y5Uds7x8Tp35dgS2l2VYiGhfRBg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-06-11T11:50:35.172587Z"},"content_sha256":"ad482be27c0978f246840d3a09fc9cbb0fd84b90ba4d08ede9ee276320c7b8e7","schema_version":"1.0","event_id":"sha256:ad482be27c0978f246840d3a09fc9cbb0fd84b90ba4d08ede9ee276320c7b8e7"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/PXZEJ4ND22MXH23WLHGHJBNSY7/bundle.json","state_url":"https://pith.science/pith/PXZEJ4ND22MXH23WLHGHJBNSY7/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/PXZEJ4ND22MXH23WLHGHJBNSY7/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":"2026-06-11T11:50:35Z","links":{"resolver":"https://pith.science/pith/PXZEJ4ND22MXH23WLHGHJBNSY7","bundle":"https://pith.science/pith/PXZEJ4ND22MXH23WLHGHJBNSY7/bundle.json","state":"https://pith.science/pith/PXZEJ4ND22MXH23WLHGHJBNSY7/state.json","well_known_bundle":"https://pith.science/.well-known/pith/PXZEJ4ND22MXH23WLHGHJBNSY7/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:PXZEJ4ND22MXH23WLHGHJBNSY7","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":"41d8720544de1b2dcb1f5219898136d91b3daa66e5a0c44e0b8dc6e7799fdefd","cross_cats_sorted":["cs.HC"],"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.AI","submitted_at":"2026-06-09T18:25:57Z","title_canon_sha256":"116e456159571f107c539f30790544c6d2e554b53dee9c45693e6c1ee29b6bfc"},"schema_version":"1.0","source":{"id":"2606.11349","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2606.11349","created_at":"2026-06-11T00:08:21Z"},{"alias_kind":"arxiv_version","alias_value":"2606.11349v1","created_at":"2026-06-11T00:08:21Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2606.11349","created_at":"2026-06-11T00:08:21Z"},{"alias_kind":"pith_short_12","alias_value":"PXZEJ4ND22MX","created_at":"2026-06-11T00:08:21Z"},{"alias_kind":"pith_short_16","alias_value":"PXZEJ4ND22MXH23W","created_at":"2026-06-11T00:08:21Z"},{"alias_kind":"pith_short_8","alias_value":"PXZEJ4ND","created_at":"2026-06-11T00:08:21Z"}],"graph_snapshots":[{"event_id":"sha256:ad482be27c0978f246840d3a09fc9cbb0fd84b90ba4d08ede9ee276320c7b8e7","target":"graph","created_at":"2026-06-11T00:08:21Z","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/2606.11349/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"In hierarchical reasoning, failures often originate at intermediate decision points where the agent commits to a wrong branch without recognizing that it lacks critical information. Rather than treating clarification as an external uncertainty trigger, we propose ACTION-RATING, a formulation that places it inside the agent's action space on a shared ordinal scale with navigation, so that asking competes directly with acting at every decision point and help-seeking becomes observable at intermediate states. Two structurally distinct information-seeking modes emerge from the agent's own ratings:","authors_text":"Aijing Gao, Jae Oh Woo, Mengdie Flora Wang, Yiming Kang","cross_cats":["cs.HC"],"headline":"","license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.AI","submitted_at":"2026-06-09T18:25:57Z","title":"Knowing When to Ask: Self-Gated Clarification for Hierarchical Language Agents"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2606.11349","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":"sha256:07e769f39283a4e7cca3115b67bef8fcbd22f710f0ff3e3189ea9b48e0547c78","target":"record","created_at":"2026-06-11T00:08:21Z","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":"41d8720544de1b2dcb1f5219898136d91b3daa66e5a0c44e0b8dc6e7799fdefd","cross_cats_sorted":["cs.HC"],"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.AI","submitted_at":"2026-06-09T18:25:57Z","title_canon_sha256":"116e456159571f107c539f30790544c6d2e554b53dee9c45693e6c1ee29b6bfc"},"schema_version":"1.0","source":{"id":"2606.11349","kind":"arxiv","version":1}},"canonical_sha256":"7df244f1a3d69973eb7659cc7485b2c7d80e5ba4b8f75ab9e15bb8735f7e109c","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"7df244f1a3d69973eb7659cc7485b2c7d80e5ba4b8f75ab9e15bb8735f7e109c","first_computed_at":"2026-06-11T00:08:21.085557Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-06-11T00:08:21.085557Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"q2SCMajaf4VibCRGSsuvsdxEOIviy+6lXsyliY6zs7+fiIp0oAXK9jcP0jifsonSjB+9X1Kh/9UmjQGphB1qCA==","signature_status":"signed_v1","signed_at":"2026-06-11T00:08:21.086327Z","signed_message":"canonical_sha256_bytes"},"source_id":"2606.11349","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:07e769f39283a4e7cca3115b67bef8fcbd22f710f0ff3e3189ea9b48e0547c78","sha256:ad482be27c0978f246840d3a09fc9cbb0fd84b90ba4d08ede9ee276320c7b8e7"],"state_sha256":"08164e5134760a2ac5cad19253bba8680eeb05019c00c9cef3bb9382f0f7456f"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"4KUcAEEVxm79WvZo1VV7zkfiIBEZ+HpnJOIZb+7qLnyaiVF1zDvwucEk5DuXq4PPsXNg++dTKndlHsqjTwtuAA==","signed_message":"bundle_sha256_bytes","signed_at":"2026-06-11T11:50:35.174499Z","bundle_sha256":"caa3dc3e516b90a352530a18c3606037de06ea8f54a9f4be08d30b65637cef89"}}