{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2025:NQK4XMLYHC5G6GWO4IZ2UQWWUG","short_pith_number":"pith:NQK4XMLY","canonical_record":{"source":{"id":"2508.01984","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2025-08-04T01:44:41Z","cross_cats_sorted":[],"title_canon_sha256":"2d33478b5e24e1b131869e06fdee4d683a7e98950188d8b2894f89d6c1afc02d","abstract_canon_sha256":"6dbd6a968d9f08244b4991de977339027121d12f9b343d0a0415fd2e833ceadb"},"schema_version":"1.0"},"canonical_sha256":"6c15cbb17838ba6f1acee233aa42d6a1aa732caa01331b28c82c96812ec568ff","source":{"kind":"arxiv","id":"2508.01984","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2508.01984","created_at":"2026-07-05T11:47:49Z"},{"alias_kind":"arxiv_version","alias_value":"2508.01984v1","created_at":"2026-07-05T11:47:49Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2508.01984","created_at":"2026-07-05T11:47:49Z"},{"alias_kind":"pith_short_12","alias_value":"NQK4XMLYHC5G","created_at":"2026-07-05T11:47:49Z"},{"alias_kind":"pith_short_16","alias_value":"NQK4XMLYHC5G6GWO","created_at":"2026-07-05T11:47:49Z"},{"alias_kind":"pith_short_8","alias_value":"NQK4XMLY","created_at":"2026-07-05T11:47:49Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2025:NQK4XMLYHC5G6GWO4IZ2UQWWUG","target":"record","payload":{"canonical_record":{"source":{"id":"2508.01984","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2025-08-04T01:44:41Z","cross_cats_sorted":[],"title_canon_sha256":"2d33478b5e24e1b131869e06fdee4d683a7e98950188d8b2894f89d6c1afc02d","abstract_canon_sha256":"6dbd6a968d9f08244b4991de977339027121d12f9b343d0a0415fd2e833ceadb"},"schema_version":"1.0"},"canonical_sha256":"6c15cbb17838ba6f1acee233aa42d6a1aa732caa01331b28c82c96812ec568ff","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T11:47:49.077170Z","signature_b64":"UuZOXcBYdD4pduzU99mno2g+31G+McimS4fp6Qfm7QKZx2dI8QzeljubO4pLPCXo32fHTlqeeJDgHWS51AUzDw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"6c15cbb17838ba6f1acee233aa42d6a1aa732caa01331b28c82c96812ec568ff","last_reissued_at":"2026-07-05T11:47:49.076714Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T11:47:49.076714Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2508.01984","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":"2026-07-05T11:47:49Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"N4VOtCAqPug+YE46UiZbsRL7zhFj5mrz5VFuZexMJ825Zzsk6yLSJPbGBCvo0q1RLxvA2uLsQ8lCpjAsB12jAg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-07T01:30:09.724974Z"},"content_sha256":"bd4e4c08ac12b7f56553fe682a4834508eb55ebe8466b62a52e897ffc9066712","schema_version":"1.0","event_id":"sha256:bd4e4c08ac12b7f56553fe682a4834508eb55ebe8466b62a52e897ffc9066712"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2025:NQK4XMLYHC5G6GWO4IZ2UQWWUG","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"IMoRe: Implicit Program-Guided Reasoning for Human Motion Q&A","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":[],"primary_cat":"cs.CV","authors_text":"Basura Fernando, Chen Li, Chinthani Sugandhika, Deepu Rajan, Eric Peh, Hao Zhang, Hong Yang, Yeo Keat Ee","submitted_at":"2025-08-04T01:44:41Z","abstract_excerpt":"Existing human motion Q\\&A methods rely on explicit program execution, where the requirement for manually defined functional modules may limit the scalability and adaptability. To overcome this, we propose an implicit program-guided motion reasoning (IMoRe) framework that unifies reasoning across multiple query types without manually designed modules. Unlike existing implicit reasoning approaches that infer reasoning operations from question words, our model directly conditions on structured program functions, ensuring a more precise execution of reasoning steps. Additionally, we introduce a p"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2508.01984","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/2508.01984/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":"2026-07-05T11:47:49Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"MTP2cTPl9RIwrqOz7bDGphFz/e/Ntk+E5+YYzxy+MMyFBmCixFeLdEVRS5VVcVRYx0Vz46D5FsC5R8RSp1qUBw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-07T01:30:09.725361Z"},"content_sha256":"7403e06567bd6c7b2dd62968c6c9b99fa100a791615070448b8f9e5c89bf4f80","schema_version":"1.0","event_id":"sha256:7403e06567bd6c7b2dd62968c6c9b99fa100a791615070448b8f9e5c89bf4f80"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/NQK4XMLYHC5G6GWO4IZ2UQWWUG/bundle.json","state_url":"https://pith.science/pith/NQK4XMLYHC5G6GWO4IZ2UQWWUG/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/NQK4XMLYHC5G6GWO4IZ2UQWWUG/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":"2026-08-07T01:30:09Z","links":{"resolver":"https://pith.science/pith/NQK4XMLYHC5G6GWO4IZ2UQWWUG","bundle":"https://pith.science/pith/NQK4XMLYHC5G6GWO4IZ2UQWWUG/bundle.json","state":"https://pith.science/pith/NQK4XMLYHC5G6GWO4IZ2UQWWUG/state.json","well_known_bundle":"https://pith.science/.well-known/pith/NQK4XMLYHC5G6GWO4IZ2UQWWUG/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:NQK4XMLYHC5G6GWO4IZ2UQWWUG","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":"6dbd6a968d9f08244b4991de977339027121d12f9b343d0a0415fd2e833ceadb","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2025-08-04T01:44:41Z","title_canon_sha256":"2d33478b5e24e1b131869e06fdee4d683a7e98950188d8b2894f89d6c1afc02d"},"schema_version":"1.0","source":{"id":"2508.01984","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2508.01984","created_at":"2026-07-05T11:47:49Z"},{"alias_kind":"arxiv_version","alias_value":"2508.01984v1","created_at":"2026-07-05T11:47:49Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2508.01984","created_at":"2026-07-05T11:47:49Z"},{"alias_kind":"pith_short_12","alias_value":"NQK4XMLYHC5G","created_at":"2026-07-05T11:47:49Z"},{"alias_kind":"pith_short_16","alias_value":"NQK4XMLYHC5G6GWO","created_at":"2026-07-05T11:47:49Z"},{"alias_kind":"pith_short_8","alias_value":"NQK4XMLY","created_at":"2026-07-05T11:47:49Z"}],"graph_snapshots":[{"event_id":"sha256:7403e06567bd6c7b2dd62968c6c9b99fa100a791615070448b8f9e5c89bf4f80","target":"graph","created_at":"2026-07-05T11:47:49Z","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/2508.01984/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Existing human motion Q\\&A methods rely on explicit program execution, where the requirement for manually defined functional modules may limit the scalability and adaptability. To overcome this, we propose an implicit program-guided motion reasoning (IMoRe) framework that unifies reasoning across multiple query types without manually designed modules. Unlike existing implicit reasoning approaches that infer reasoning operations from question words, our model directly conditions on structured program functions, ensuring a more precise execution of reasoning steps. Additionally, we introduce a p","authors_text":"Basura Fernando, Chen Li, Chinthani Sugandhika, Deepu Rajan, Eric Peh, Hao Zhang, Hong Yang, Yeo Keat Ee","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2025-08-04T01:44:41Z","title":"IMoRe: Implicit Program-Guided Reasoning for Human Motion Q&A"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2508.01984","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:bd4e4c08ac12b7f56553fe682a4834508eb55ebe8466b62a52e897ffc9066712","target":"record","created_at":"2026-07-05T11:47:49Z","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":"6dbd6a968d9f08244b4991de977339027121d12f9b343d0a0415fd2e833ceadb","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2025-08-04T01:44:41Z","title_canon_sha256":"2d33478b5e24e1b131869e06fdee4d683a7e98950188d8b2894f89d6c1afc02d"},"schema_version":"1.0","source":{"id":"2508.01984","kind":"arxiv","version":1}},"canonical_sha256":"6c15cbb17838ba6f1acee233aa42d6a1aa732caa01331b28c82c96812ec568ff","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"6c15cbb17838ba6f1acee233aa42d6a1aa732caa01331b28c82c96812ec568ff","first_computed_at":"2026-07-05T11:47:49.076714Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T11:47:49.076714Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"UuZOXcBYdD4pduzU99mno2g+31G+McimS4fp6Qfm7QKZx2dI8QzeljubO4pLPCXo32fHTlqeeJDgHWS51AUzDw==","signature_status":"signed_v1","signed_at":"2026-07-05T11:47:49.077170Z","signed_message":"canonical_sha256_bytes"},"source_id":"2508.01984","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:bd4e4c08ac12b7f56553fe682a4834508eb55ebe8466b62a52e897ffc9066712","sha256:7403e06567bd6c7b2dd62968c6c9b99fa100a791615070448b8f9e5c89bf4f80"],"state_sha256":"af028bf8cee0862e6ac15e1340a93039c0ecab091cb799ff93a6ce6a929aa889"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"r6MhGJ+zu63Ecp9uEGOIU2JaFr5hpsp/Zuu7RE61e+O8A12P35mznfdRwbWzZD11iTzhVGWIgWNzFlZlgy+IAg==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-07T01:30:09.727907Z","bundle_sha256":"7bb92d05ad42a59874e5c571a7c97baad34df27756ca54e7388b525392105f16"}}