{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2026:HB7UQK75YI3B43NG2JPEY7EJ4Z","short_pith_number":"pith:HB7UQK75","canonical_record":{"source":{"id":"2606.06388","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AI","submitted_at":"2026-06-04T16:56:12Z","cross_cats_sorted":["cs.CL"],"title_canon_sha256":"f6adddf2871993b9a094d449c2fdbb87d101820addb5604a8e4ee6abc316731d","abstract_canon_sha256":"85eb6d9e10f01dd1709bf0d05b17ca17c410b7312841f09ae700c8bfaf030512"},"schema_version":"1.0"},"canonical_sha256":"387f482bfdc2361e6da6d25e4c7c89e67718690ffba5e8db4f30ec2e8b9a80a4","source":{"kind":"arxiv","id":"2606.06388","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2606.06388","created_at":"2026-06-05T01:15:44Z"},{"alias_kind":"arxiv_version","alias_value":"2606.06388v1","created_at":"2026-06-05T01:15:44Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2606.06388","created_at":"2026-06-05T01:15:44Z"},{"alias_kind":"pith_short_12","alias_value":"HB7UQK75YI3B","created_at":"2026-06-05T01:15:44Z"},{"alias_kind":"pith_short_16","alias_value":"HB7UQK75YI3B43NG","created_at":"2026-06-05T01:15:44Z"},{"alias_kind":"pith_short_8","alias_value":"HB7UQK75","created_at":"2026-06-05T01:15:44Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2026:HB7UQK75YI3B43NG2JPEY7EJ4Z","target":"record","payload":{"canonical_record":{"source":{"id":"2606.06388","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AI","submitted_at":"2026-06-04T16:56:12Z","cross_cats_sorted":["cs.CL"],"title_canon_sha256":"f6adddf2871993b9a094d449c2fdbb87d101820addb5604a8e4ee6abc316731d","abstract_canon_sha256":"85eb6d9e10f01dd1709bf0d05b17ca17c410b7312841f09ae700c8bfaf030512"},"schema_version":"1.0"},"canonical_sha256":"387f482bfdc2361e6da6d25e4c7c89e67718690ffba5e8db4f30ec2e8b9a80a4","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-06-05T01:15:44.152629Z","signature_b64":"wbhzVHnyk2pnlLWQKcikzSAHbXbRyuwVbJB5179xjwTccXKnDsOxBYRBqGiPxRM89gqBaH3dW4vb1Asn1wNnAA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"387f482bfdc2361e6da6d25e4c7c89e67718690ffba5e8db4f30ec2e8b9a80a4","last_reissued_at":"2026-06-05T01:15:44.152208Z","signature_status":"signed_v1","first_computed_at":"2026-06-05T01:15:44.152208Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2606.06388","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":"2026-06-05T01:15:44Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"m6Cv+OZwTdJOV2H3RO9kih9d0hjl293FeRy/6ux2H36SME1ZyZWPLFz9GjLkkYi1f0V2SFeJmFBjHLGzX+gsCA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-06-06T21:20:31.724108Z"},"content_sha256":"be55b97b1ce658e650a6a5a4a17583f60e5350c827693e183ac4a621d6d772f2","schema_version":"1.0","event_id":"sha256:be55b97b1ce658e650a6a5a4a17583f60e5350c827693e183ac4a621d6d772f2"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2026:HB7UQK75YI3B43NG2JPEY7EJ4Z","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Humans' ALMANAC: A Human Collaboration Dataset of Action-Level Mental Model Annotations for Agent Collaboration","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":["cs.CL"],"primary_cat":"cs.AI","authors_text":"Bingsheng Yao, Chaoran Chen, Dakuo Wang, Jiaju Chen, Jian Zhao, Jiayi Su, Songlin Xiao, Toby Jia-Jun Li, Tongshuang Wu, Yun Wang, Yunyao Li, Yuxuan Lu, Zheng Zhang","submitted_at":"2026-06-04T16:56:12Z","abstract_excerpt":"Recent advances in LLM agents have enabled complex cognitive capabilities, such as multi-step reasoning, planning, and tool use, that increasingly position these agents as human collaborators. Effective collaboration, however, requires collaborators to continuously maintain and align mental models of their own reasoning,partners' intentions, and shared goals during the collaborative process. Today's agents rarely develop such capabilities since they are primarily optimized for task completion, and the community lacks authentic human collaboration data with action-level mental model annotations"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2606.06388","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/2606.06388/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":"2026-06-05T01:15:44Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"1RdYZWJAqRw9ZcHREZkEfeoolARBd8/wg82NqEha5ZLcN2oviyftIbNvKetruHxu/8hydiiBe1AfMFvE2uQ8CA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-06-06T21:20:31.724787Z"},"content_sha256":"cb2e287da78b7858670facadc2daef992a1cd72f4b39b023c986fc19666779e5","schema_version":"1.0","event_id":"sha256:cb2e287da78b7858670facadc2daef992a1cd72f4b39b023c986fc19666779e5"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/HB7UQK75YI3B43NG2JPEY7EJ4Z/bundle.json","state_url":"https://pith.science/pith/HB7UQK75YI3B43NG2JPEY7EJ4Z/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/HB7UQK75YI3B43NG2JPEY7EJ4Z/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":"2026-06-06T21:20:31Z","links":{"resolver":"https://pith.science/pith/HB7UQK75YI3B43NG2JPEY7EJ4Z","bundle":"https://pith.science/pith/HB7UQK75YI3B43NG2JPEY7EJ4Z/bundle.json","state":"https://pith.science/pith/HB7UQK75YI3B43NG2JPEY7EJ4Z/state.json","well_known_bundle":"https://pith.science/.well-known/pith/HB7UQK75YI3B43NG2JPEY7EJ4Z/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:HB7UQK75YI3B43NG2JPEY7EJ4Z","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":"85eb6d9e10f01dd1709bf0d05b17ca17c410b7312841f09ae700c8bfaf030512","cross_cats_sorted":["cs.CL"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AI","submitted_at":"2026-06-04T16:56:12Z","title_canon_sha256":"f6adddf2871993b9a094d449c2fdbb87d101820addb5604a8e4ee6abc316731d"},"schema_version":"1.0","source":{"id":"2606.06388","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2606.06388","created_at":"2026-06-05T01:15:44Z"},{"alias_kind":"arxiv_version","alias_value":"2606.06388v1","created_at":"2026-06-05T01:15:44Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2606.06388","created_at":"2026-06-05T01:15:44Z"},{"alias_kind":"pith_short_12","alias_value":"HB7UQK75YI3B","created_at":"2026-06-05T01:15:44Z"},{"alias_kind":"pith_short_16","alias_value":"HB7UQK75YI3B43NG","created_at":"2026-06-05T01:15:44Z"},{"alias_kind":"pith_short_8","alias_value":"HB7UQK75","created_at":"2026-06-05T01:15:44Z"}],"graph_snapshots":[{"event_id":"sha256:cb2e287da78b7858670facadc2daef992a1cd72f4b39b023c986fc19666779e5","target":"graph","created_at":"2026-06-05T01:15:44Z","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/2606.06388/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Recent advances in LLM agents have enabled complex cognitive capabilities, such as multi-step reasoning, planning, and tool use, that increasingly position these agents as human collaborators. Effective collaboration, however, requires collaborators to continuously maintain and align mental models of their own reasoning,partners' intentions, and shared goals during the collaborative process. Today's agents rarely develop such capabilities since they are primarily optimized for task completion, and the community lacks authentic human collaboration data with action-level mental model annotations","authors_text":"Bingsheng Yao, Chaoran Chen, Dakuo Wang, Jiaju Chen, Jian Zhao, Jiayi Su, Songlin Xiao, Toby Jia-Jun Li, Tongshuang Wu, Yun Wang, Yunyao Li, Yuxuan Lu, Zheng Zhang","cross_cats":["cs.CL"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AI","submitted_at":"2026-06-04T16:56:12Z","title":"Humans' ALMANAC: A Human Collaboration Dataset of Action-Level Mental Model Annotations for Agent Collaboration"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2606.06388","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:be55b97b1ce658e650a6a5a4a17583f60e5350c827693e183ac4a621d6d772f2","target":"record","created_at":"2026-06-05T01:15:44Z","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":"85eb6d9e10f01dd1709bf0d05b17ca17c410b7312841f09ae700c8bfaf030512","cross_cats_sorted":["cs.CL"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AI","submitted_at":"2026-06-04T16:56:12Z","title_canon_sha256":"f6adddf2871993b9a094d449c2fdbb87d101820addb5604a8e4ee6abc316731d"},"schema_version":"1.0","source":{"id":"2606.06388","kind":"arxiv","version":1}},"canonical_sha256":"387f482bfdc2361e6da6d25e4c7c89e67718690ffba5e8db4f30ec2e8b9a80a4","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"387f482bfdc2361e6da6d25e4c7c89e67718690ffba5e8db4f30ec2e8b9a80a4","first_computed_at":"2026-06-05T01:15:44.152208Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-06-05T01:15:44.152208Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"wbhzVHnyk2pnlLWQKcikzSAHbXbRyuwVbJB5179xjwTccXKnDsOxBYRBqGiPxRM89gqBaH3dW4vb1Asn1wNnAA==","signature_status":"signed_v1","signed_at":"2026-06-05T01:15:44.152629Z","signed_message":"canonical_sha256_bytes"},"source_id":"2606.06388","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:be55b97b1ce658e650a6a5a4a17583f60e5350c827693e183ac4a621d6d772f2","sha256:cb2e287da78b7858670facadc2daef992a1cd72f4b39b023c986fc19666779e5"],"state_sha256":"74b1d2078643af8a3d60543cd7016f637149137a077d5f6323dfa5196f143bf7"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"V1lkx3VoF5UKriL3XO/TTlQcY/j4Y49rBsy+sfyiGjRps2uPlSpRhN4d4drgfp3DhQivXxwaC2gm7FSDs6vmAQ==","signed_message":"bundle_sha256_bytes","signed_at":"2026-06-06T21:20:31.728487Z","bundle_sha256":"3289f6add14eee30feba92642e5585f29e1276160315f5c38bdde2465f9c1a14"}}