{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2026:ZREWQPRXZO7OZUHJPXDYIVHAAD","short_pith_number":"pith:ZREWQPRX","canonical_record":{"source":{"id":"2607.10387","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"eess.AS","submitted_at":"2026-07-11T16:34:25Z","cross_cats_sorted":["cs.CL"],"title_canon_sha256":"fd6874c91cff3aee42ba6e75936818e077b7b5bb5a5db6681a8074274cbcfb77","abstract_canon_sha256":"8ab448102717d57fceafc8277e5614a8104a8ceb2151b31d95870dd4a59d7d3b"},"schema_version":"1.0"},"canonical_sha256":"cc49683e37cbbeecd0e97dc78454e000f3b3925c0a7bb0a49c226ed13fd0a610","source":{"kind":"arxiv","id":"2607.10387","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2607.10387","created_at":"2026-07-14T01:21:13Z"},{"alias_kind":"arxiv_version","alias_value":"2607.10387v1","created_at":"2026-07-14T01:21:13Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2607.10387","created_at":"2026-07-14T01:21:13Z"},{"alias_kind":"pith_short_12","alias_value":"ZREWQPRXZO7O","created_at":"2026-07-14T01:21:13Z"},{"alias_kind":"pith_short_16","alias_value":"ZREWQPRXZO7OZUHJ","created_at":"2026-07-14T01:21:13Z"},{"alias_kind":"pith_short_8","alias_value":"ZREWQPRX","created_at":"2026-07-14T01:21:13Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2026:ZREWQPRXZO7OZUHJPXDYIVHAAD","target":"record","payload":{"canonical_record":{"source":{"id":"2607.10387","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"eess.AS","submitted_at":"2026-07-11T16:34:25Z","cross_cats_sorted":["cs.CL"],"title_canon_sha256":"fd6874c91cff3aee42ba6e75936818e077b7b5bb5a5db6681a8074274cbcfb77","abstract_canon_sha256":"8ab448102717d57fceafc8277e5614a8104a8ceb2151b31d95870dd4a59d7d3b"},"schema_version":"1.0"},"canonical_sha256":"cc49683e37cbbeecd0e97dc78454e000f3b3925c0a7bb0a49c226ed13fd0a610","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-14T01:21:13.539843Z","signature_b64":"SltQgfT7lUp76HAoO2fvWzBNZiUT446ZXI+uZ2fZOwyb3fr12GrcidZlIarZwDUFtGWzpGJ6xWUBF9u5NKL+Dw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"cc49683e37cbbeecd0e97dc78454e000f3b3925c0a7bb0a49c226ed13fd0a610","last_reissued_at":"2026-07-14T01:21:13.538997Z","signature_status":"signed_v1","first_computed_at":"2026-07-14T01:21:13.538997Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2607.10387","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":"2026-07-14T01:21:13Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"tDME7DrZCmh6zFSWWyJcS0yYuyWdtu2W0Dxc3qpEUilbYQ36FR6DTTHQNYr5yer3Iu5l5gG68MmTl9sB2oHpDw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-03T14:56:59.997710Z"},"content_sha256":"42b0d9008bf0f4591861c295d2ae6e6e0410d8cf4e080681278da805b9dfac54","schema_version":"1.0","event_id":"sha256:42b0d9008bf0f4591861c295d2ae6e6e0410d8cf4e080681278da805b9dfac54"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2026:ZREWQPRXZO7OZUHJPXDYIVHAAD","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"GigaChat Audio: Time-aware Large Audio Language Model","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.CL"],"primary_cat":"eess.AS","authors_text":"Aleksandr Kutsakov, Alexandr Maximenko, Fyodor Minkin, Georgii Gospodinov, Mariia Sadovina, Oleg Kutuzov, Pavel Bogomolov","submitted_at":"2026-07-11T16:34:25Z","abstract_excerpt":"Temporal grounding in long recordings remains challenging for audio-conditioned LLMs. We present a time-aware audio LLM that answers questions with explicit timestamps over up to 120 minutes of input. Our approach interleaves periodic time markers with continuous audio tokens using large-scale synthetic supervision from a cascaded pipeline. Our model achieves strong temporal-grounding accuracy on short and long benchmarks and supports time-anchored fragment descriptions and summaries. Extensive ablations examine how time representation, marker frequency, tokenization, and duration-mixture desi"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2607.10387","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/2607.10387/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":"2026-07-14T01:21:13Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"ET6G6S0E4gMOaANltFre59rP6qxzD5hMldMkZ1MYA7ycXr8zGOT4Frw6IDtjxL7HtIb2C+vH5dygpSBFtHj8Cg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-03T14:56:59.998248Z"},"content_sha256":"7aec169ef2d6aa0142b66fa04186b97a46655da2cec8f9d4043ee8a3729f09d6","schema_version":"1.0","event_id":"sha256:7aec169ef2d6aa0142b66fa04186b97a46655da2cec8f9d4043ee8a3729f09d6"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/ZREWQPRXZO7OZUHJPXDYIVHAAD/bundle.json","state_url":"https://pith.science/pith/ZREWQPRXZO7OZUHJPXDYIVHAAD/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/ZREWQPRXZO7OZUHJPXDYIVHAAD/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":"2026-08-03T14:57:00Z","links":{"resolver":"https://pith.science/pith/ZREWQPRXZO7OZUHJPXDYIVHAAD","bundle":"https://pith.science/pith/ZREWQPRXZO7OZUHJPXDYIVHAAD/bundle.json","state":"https://pith.science/pith/ZREWQPRXZO7OZUHJPXDYIVHAAD/state.json","well_known_bundle":"https://pith.science/.well-known/pith/ZREWQPRXZO7OZUHJPXDYIVHAAD/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:ZREWQPRXZO7OZUHJPXDYIVHAAD","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":"8ab448102717d57fceafc8277e5614a8104a8ceb2151b31d95870dd4a59d7d3b","cross_cats_sorted":["cs.CL"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"eess.AS","submitted_at":"2026-07-11T16:34:25Z","title_canon_sha256":"fd6874c91cff3aee42ba6e75936818e077b7b5bb5a5db6681a8074274cbcfb77"},"schema_version":"1.0","source":{"id":"2607.10387","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2607.10387","created_at":"2026-07-14T01:21:13Z"},{"alias_kind":"arxiv_version","alias_value":"2607.10387v1","created_at":"2026-07-14T01:21:13Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2607.10387","created_at":"2026-07-14T01:21:13Z"},{"alias_kind":"pith_short_12","alias_value":"ZREWQPRXZO7O","created_at":"2026-07-14T01:21:13Z"},{"alias_kind":"pith_short_16","alias_value":"ZREWQPRXZO7OZUHJ","created_at":"2026-07-14T01:21:13Z"},{"alias_kind":"pith_short_8","alias_value":"ZREWQPRX","created_at":"2026-07-14T01:21:13Z"}],"graph_snapshots":[{"event_id":"sha256:7aec169ef2d6aa0142b66fa04186b97a46655da2cec8f9d4043ee8a3729f09d6","target":"graph","created_at":"2026-07-14T01:21:13Z","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/2607.10387/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Temporal grounding in long recordings remains challenging for audio-conditioned LLMs. We present a time-aware audio LLM that answers questions with explicit timestamps over up to 120 minutes of input. Our approach interleaves periodic time markers with continuous audio tokens using large-scale synthetic supervision from a cascaded pipeline. Our model achieves strong temporal-grounding accuracy on short and long benchmarks and supports time-anchored fragment descriptions and summaries. Extensive ablations examine how time representation, marker frequency, tokenization, and duration-mixture desi","authors_text":"Aleksandr Kutsakov, Alexandr Maximenko, Fyodor Minkin, Georgii Gospodinov, Mariia Sadovina, Oleg Kutuzov, Pavel Bogomolov","cross_cats":["cs.CL"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"eess.AS","submitted_at":"2026-07-11T16:34:25Z","title":"GigaChat Audio: Time-aware Large Audio Language Model"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2607.10387","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":"sha256:42b0d9008bf0f4591861c295d2ae6e6e0410d8cf4e080681278da805b9dfac54","target":"record","created_at":"2026-07-14T01:21:13Z","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":"8ab448102717d57fceafc8277e5614a8104a8ceb2151b31d95870dd4a59d7d3b","cross_cats_sorted":["cs.CL"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"eess.AS","submitted_at":"2026-07-11T16:34:25Z","title_canon_sha256":"fd6874c91cff3aee42ba6e75936818e077b7b5bb5a5db6681a8074274cbcfb77"},"schema_version":"1.0","source":{"id":"2607.10387","kind":"arxiv","version":1}},"canonical_sha256":"cc49683e37cbbeecd0e97dc78454e000f3b3925c0a7bb0a49c226ed13fd0a610","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"cc49683e37cbbeecd0e97dc78454e000f3b3925c0a7bb0a49c226ed13fd0a610","first_computed_at":"2026-07-14T01:21:13.538997Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-14T01:21:13.538997Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"SltQgfT7lUp76HAoO2fvWzBNZiUT446ZXI+uZ2fZOwyb3fr12GrcidZlIarZwDUFtGWzpGJ6xWUBF9u5NKL+Dw==","signature_status":"signed_v1","signed_at":"2026-07-14T01:21:13.539843Z","signed_message":"canonical_sha256_bytes"},"source_id":"2607.10387","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:42b0d9008bf0f4591861c295d2ae6e6e0410d8cf4e080681278da805b9dfac54","sha256:7aec169ef2d6aa0142b66fa04186b97a46655da2cec8f9d4043ee8a3729f09d6"],"state_sha256":"43d3215cc3588c6e7c417f55fe0e5934453b4344c95fa195c729c5a291e72d2c"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"Ak0WdrGIs8IMB8ghx9RnwocE7/izwnnTsHjq41N4AJancfItXTSS6whqjHY9oGbM4yEB3PdWAWxh7/m/OjtVBQ==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-03T14:57:00.001758Z","bundle_sha256":"5ede88a1b2af49d3bed55414474fe4172b74498484220c932f4eccb4e777d1bb"}}