{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2026:2SCLS3WTQWEJQTO7YO6DBWSJYE","short_pith_number":"pith:2SCLS3WT","canonical_record":{"source":{"id":"2607.20926","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2026-07-23T05:17:00Z","cross_cats_sorted":[],"title_canon_sha256":"17754d6a6de1756405fe71947adff1b1d64b6f29cc1cd03934425375ef116d1a","abstract_canon_sha256":"de6212a21d99d1d57fe85d2c8fc1c805364885f1e78327b2984a6cd3e6ff1bfd"},"schema_version":"1.0"},"canonical_sha256":"d484b96ed38588984ddfc3bc30da49c13ac909f7a01af5512715b775d77f2a45","source":{"kind":"arxiv","id":"2607.20926","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2607.20926","created_at":"2026-07-24T01:23:41Z"},{"alias_kind":"arxiv_version","alias_value":"2607.20926v1","created_at":"2026-07-24T01:23:41Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2607.20926","created_at":"2026-07-24T01:23:41Z"},{"alias_kind":"pith_short_12","alias_value":"2SCLS3WTQWEJ","created_at":"2026-07-24T01:23:41Z"},{"alias_kind":"pith_short_16","alias_value":"2SCLS3WTQWEJQTO7","created_at":"2026-07-24T01:23:41Z"},{"alias_kind":"pith_short_8","alias_value":"2SCLS3WT","created_at":"2026-07-24T01:23:41Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2026:2SCLS3WTQWEJQTO7YO6DBWSJYE","target":"record","payload":{"canonical_record":{"source":{"id":"2607.20926","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2026-07-23T05:17:00Z","cross_cats_sorted":[],"title_canon_sha256":"17754d6a6de1756405fe71947adff1b1d64b6f29cc1cd03934425375ef116d1a","abstract_canon_sha256":"de6212a21d99d1d57fe85d2c8fc1c805364885f1e78327b2984a6cd3e6ff1bfd"},"schema_version":"1.0"},"canonical_sha256":"d484b96ed38588984ddfc3bc30da49c13ac909f7a01af5512715b775d77f2a45","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-24T01:23:41.163975Z","signature_b64":"tzFuDLouXoXnpPjtw46hB3hUJdIBpCJ71YwhV6vTCDENccCKRMwEYSf7f1aRbNUIfax97W0Fyc7qZ9nP9pJzBw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"d484b96ed38588984ddfc3bc30da49c13ac909f7a01af5512715b775d77f2a45","last_reissued_at":"2026-07-24T01:23:41.159663Z","signature_status":"signed_v1","first_computed_at":"2026-07-24T01:23:41.159663Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2607.20926","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":"2026-07-24T01:23:41Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"fh1MOrNeB9LCtYUcNncc+0SdXnYdnKOYvN0W2OhytnQ/ag9xrsSD6gKRVKppEiYKlRtIKy3pRUL4fg8w0G51Cg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-06T02:11:01.369436Z"},"content_sha256":"dc0aedf69ab62827890763ae39af3f19bf45e5d57c8ac863ac0c5029a3479994","schema_version":"1.0","event_id":"sha256:dc0aedf69ab62827890763ae39af3f19bf45e5d57c8ac863ac0c5029a3479994"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2026:2SCLS3WTQWEJQTO7YO6DBWSJYE","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"SciExplore: Evaluating Autonomous Agents from Scientific Navigation to Information Integration","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.AI","authors_text":"Bin Liu, Kai Chen, Kuikun Liu, Weiming Zhang, Wenran Liu, Wenwei Zhang, Yanan Sun, Yinhao Tang, Youqing Fang","submitted_at":"2026-07-23T05:17:00Z","abstract_excerpt":"Scientific research involves complex information-seeking and reasoning workflows across heterogeneous sources. However, existing benchmarks primarily emphasize general-domain retrieval or static scientific question answering, and therefore fail to assess key capabilities required in realistic scientific research workflows. We introduce SciExplore, a benchmark designed to evaluate scientific information-seeking and reasoning capabilities of LLMs and agents. SciExplore comprises four task types covering 103 expert-curated tasks across more than ten scientific disciplines: scientific database nav"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2607.20926","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/2607.20926/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":"2026-07-24T01:23:41Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"W3MDk2JETQeJ6N/i2G1EhcCoNx1kPFiKW5d/LqQ1DnGxHaRUdFcb8PxTsZ7C6D0Z0LW/G+WvfHSjndPvWAPLDQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-06T02:11:01.369770Z"},"content_sha256":"b4158d1e7c2a2cecb30c5149988d0ae9aa6464d5544818052665550c15e8da44","schema_version":"1.0","event_id":"sha256:b4158d1e7c2a2cecb30c5149988d0ae9aa6464d5544818052665550c15e8da44"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/2SCLS3WTQWEJQTO7YO6DBWSJYE/bundle.json","state_url":"https://pith.science/pith/2SCLS3WTQWEJQTO7YO6DBWSJYE/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/2SCLS3WTQWEJQTO7YO6DBWSJYE/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":"2026-08-06T02:11:01Z","links":{"resolver":"https://pith.science/pith/2SCLS3WTQWEJQTO7YO6DBWSJYE","bundle":"https://pith.science/pith/2SCLS3WTQWEJQTO7YO6DBWSJYE/bundle.json","state":"https://pith.science/pith/2SCLS3WTQWEJQTO7YO6DBWSJYE/state.json","well_known_bundle":"https://pith.science/.well-known/pith/2SCLS3WTQWEJQTO7YO6DBWSJYE/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:2SCLS3WTQWEJQTO7YO6DBWSJYE","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":"de6212a21d99d1d57fe85d2c8fc1c805364885f1e78327b2984a6cd3e6ff1bfd","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2026-07-23T05:17:00Z","title_canon_sha256":"17754d6a6de1756405fe71947adff1b1d64b6f29cc1cd03934425375ef116d1a"},"schema_version":"1.0","source":{"id":"2607.20926","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2607.20926","created_at":"2026-07-24T01:23:41Z"},{"alias_kind":"arxiv_version","alias_value":"2607.20926v1","created_at":"2026-07-24T01:23:41Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2607.20926","created_at":"2026-07-24T01:23:41Z"},{"alias_kind":"pith_short_12","alias_value":"2SCLS3WTQWEJ","created_at":"2026-07-24T01:23:41Z"},{"alias_kind":"pith_short_16","alias_value":"2SCLS3WTQWEJQTO7","created_at":"2026-07-24T01:23:41Z"},{"alias_kind":"pith_short_8","alias_value":"2SCLS3WT","created_at":"2026-07-24T01:23:41Z"}],"graph_snapshots":[{"event_id":"sha256:b4158d1e7c2a2cecb30c5149988d0ae9aa6464d5544818052665550c15e8da44","target":"graph","created_at":"2026-07-24T01:23:41Z","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/2607.20926/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Scientific research involves complex information-seeking and reasoning workflows across heterogeneous sources. However, existing benchmarks primarily emphasize general-domain retrieval or static scientific question answering, and therefore fail to assess key capabilities required in realistic scientific research workflows. We introduce SciExplore, a benchmark designed to evaluate scientific information-seeking and reasoning capabilities of LLMs and agents. SciExplore comprises four task types covering 103 expert-curated tasks across more than ten scientific disciplines: scientific database nav","authors_text":"Bin Liu, Kai Chen, Kuikun Liu, Weiming Zhang, Wenran Liu, Wenwei Zhang, Yanan Sun, Yinhao Tang, Youqing Fang","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2026-07-23T05:17:00Z","title":"SciExplore: Evaluating Autonomous Agents from Scientific Navigation to Information Integration"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2607.20926","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:dc0aedf69ab62827890763ae39af3f19bf45e5d57c8ac863ac0c5029a3479994","target":"record","created_at":"2026-07-24T01:23:41Z","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":"de6212a21d99d1d57fe85d2c8fc1c805364885f1e78327b2984a6cd3e6ff1bfd","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2026-07-23T05:17:00Z","title_canon_sha256":"17754d6a6de1756405fe71947adff1b1d64b6f29cc1cd03934425375ef116d1a"},"schema_version":"1.0","source":{"id":"2607.20926","kind":"arxiv","version":1}},"canonical_sha256":"d484b96ed38588984ddfc3bc30da49c13ac909f7a01af5512715b775d77f2a45","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"d484b96ed38588984ddfc3bc30da49c13ac909f7a01af5512715b775d77f2a45","first_computed_at":"2026-07-24T01:23:41.159663Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-24T01:23:41.159663Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"tzFuDLouXoXnpPjtw46hB3hUJdIBpCJ71YwhV6vTCDENccCKRMwEYSf7f1aRbNUIfax97W0Fyc7qZ9nP9pJzBw==","signature_status":"signed_v1","signed_at":"2026-07-24T01:23:41.163975Z","signed_message":"canonical_sha256_bytes"},"source_id":"2607.20926","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:dc0aedf69ab62827890763ae39af3f19bf45e5d57c8ac863ac0c5029a3479994","sha256:b4158d1e7c2a2cecb30c5149988d0ae9aa6464d5544818052665550c15e8da44"],"state_sha256":"98c3832c6a8ded4fb4aaa1966c41005e0acbf5ba67fadc781cab387a83ae83f1"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"T0eBwoX4vBdpKj3gxgDLeufrBTHBAbSyPsmuD4szAy3t7N3717GTN9KKa5KBaQaKIYHiqYuPQrxfpUSodeCyDg==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-06T02:11:01.373008Z","bundle_sha256":"10a72a3f4370b52c9a57c1c8c40404541a5666e8f7215d7156104b93f14e6280"}}