{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2026:KUHNC2YRT7Y3FWQ5N5UQOZUMSD","short_pith_number":"pith:KUHNC2YR","canonical_record":{"source":{"id":"2607.10562","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AI","submitted_at":"2026-07-12T04:40:02Z","cross_cats_sorted":[],"title_canon_sha256":"64ed53a547baadbeaf892d9551c57de809f0002f8ad9a07b1c6c132d91e0a82c","abstract_canon_sha256":"14e07d6aa9e4f7fc4664da2846d6a1588702f00a0fec7823831f4a999fc17a7c"},"schema_version":"1.0"},"canonical_sha256":"550ed16b119ff1b2da1d6f6907668c90dea7688b882be1dcfa93b89087298872","source":{"kind":"arxiv","id":"2607.10562","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2607.10562","created_at":"2026-07-14T01:21:21Z"},{"alias_kind":"arxiv_version","alias_value":"2607.10562v1","created_at":"2026-07-14T01:21:21Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2607.10562","created_at":"2026-07-14T01:21:21Z"},{"alias_kind":"pith_short_12","alias_value":"KUHNC2YRT7Y3","created_at":"2026-07-14T01:21:21Z"},{"alias_kind":"pith_short_16","alias_value":"KUHNC2YRT7Y3FWQ5","created_at":"2026-07-14T01:21:21Z"},{"alias_kind":"pith_short_8","alias_value":"KUHNC2YR","created_at":"2026-07-14T01:21:21Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2026:KUHNC2YRT7Y3FWQ5N5UQOZUMSD","target":"record","payload":{"canonical_record":{"source":{"id":"2607.10562","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AI","submitted_at":"2026-07-12T04:40:02Z","cross_cats_sorted":[],"title_canon_sha256":"64ed53a547baadbeaf892d9551c57de809f0002f8ad9a07b1c6c132d91e0a82c","abstract_canon_sha256":"14e07d6aa9e4f7fc4664da2846d6a1588702f00a0fec7823831f4a999fc17a7c"},"schema_version":"1.0"},"canonical_sha256":"550ed16b119ff1b2da1d6f6907668c90dea7688b882be1dcfa93b89087298872","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-14T01:21:21.464919Z","signature_b64":"BU8ZQy2RhgkuFh5IRVHJznOottAbc0eEu9PFDZvq/luwKAW2tDYq1CZ/XUF7vSW/0St4/SzDbDTKM+scc6GJBg==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"550ed16b119ff1b2da1d6f6907668c90dea7688b882be1dcfa93b89087298872","last_reissued_at":"2026-07-14T01:21:21.464105Z","signature_status":"signed_v1","first_computed_at":"2026-07-14T01:21:21.464105Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2607.10562","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":"2026-07-14T01:21:21Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"NAMUNoY4MZQ1XM8IFfyI5LLGZLljtYD/YsREShZ4Gx2o/guo7a3G5LKcDjAffzxQEsUCI0CHPyQ9agklsnenDw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-15T06:43:06.968265Z"},"content_sha256":"14dd654caf2561dab7c50334397e12d150ddc328b6f08d959e153dbb688d8a11","schema_version":"1.0","event_id":"sha256:14dd654caf2561dab7c50334397e12d150ddc328b6f08d959e153dbb688d8a11"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2026:KUHNC2YRT7Y3FWQ5N5UQOZUMSD","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"CRiT-QA: Evaluating Multi-hop Reasoning with Counterfactual Chains and Distractor Traps","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":[],"primary_cat":"cs.AI","authors_text":"JuneHyoung Kwon, JungMin Yun, YoungBin Kim","submitted_at":"2026-07-12T04:40:02Z","abstract_excerpt":"Evaluating the multi-hop reasoning capabilities of large language models remains a significant challenge. Although current models achieve strong results on existing multi-hop question answering datasets, such performance often masks two critical vulnerabilities: (1) reliance on internal parametric knowledge rather than adherence to the provided context, and (2) exploitation of dataset shortcuts, such as single-document cues or type-matching, that diminish the need for genuine evidence aggregation across multiple documents. We introduce CRiT-QA (Counterfactual Reasoning with Traps), a dataset e"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2607.10562","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/2607.10562/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":"2026-07-14T01:21:21Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"BdSKZSiPmoryukbO5CGF3+/mXJZyRnux07zrcXYZBeWJooWIrFtXA5NZat+wvSQcBJ55z6zMWI5c+KeCcxZGDA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-15T06:43:06.968770Z"},"content_sha256":"141bfc8cd3a7aadd1821ee800fc7b1104e913a0c9ce6e9a8c698210d79fcb040","schema_version":"1.0","event_id":"sha256:141bfc8cd3a7aadd1821ee800fc7b1104e913a0c9ce6e9a8c698210d79fcb040"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/KUHNC2YRT7Y3FWQ5N5UQOZUMSD/bundle.json","state_url":"https://pith.science/pith/KUHNC2YRT7Y3FWQ5N5UQOZUMSD/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/KUHNC2YRT7Y3FWQ5N5UQOZUMSD/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":"2026-08-15T06:43:06Z","links":{"resolver":"https://pith.science/pith/KUHNC2YRT7Y3FWQ5N5UQOZUMSD","bundle":"https://pith.science/pith/KUHNC2YRT7Y3FWQ5N5UQOZUMSD/bundle.json","state":"https://pith.science/pith/KUHNC2YRT7Y3FWQ5N5UQOZUMSD/state.json","well_known_bundle":"https://pith.science/.well-known/pith/KUHNC2YRT7Y3FWQ5N5UQOZUMSD/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:KUHNC2YRT7Y3FWQ5N5UQOZUMSD","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":"14e07d6aa9e4f7fc4664da2846d6a1588702f00a0fec7823831f4a999fc17a7c","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AI","submitted_at":"2026-07-12T04:40:02Z","title_canon_sha256":"64ed53a547baadbeaf892d9551c57de809f0002f8ad9a07b1c6c132d91e0a82c"},"schema_version":"1.0","source":{"id":"2607.10562","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2607.10562","created_at":"2026-07-14T01:21:21Z"},{"alias_kind":"arxiv_version","alias_value":"2607.10562v1","created_at":"2026-07-14T01:21:21Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2607.10562","created_at":"2026-07-14T01:21:21Z"},{"alias_kind":"pith_short_12","alias_value":"KUHNC2YRT7Y3","created_at":"2026-07-14T01:21:21Z"},{"alias_kind":"pith_short_16","alias_value":"KUHNC2YRT7Y3FWQ5","created_at":"2026-07-14T01:21:21Z"},{"alias_kind":"pith_short_8","alias_value":"KUHNC2YR","created_at":"2026-07-14T01:21:21Z"}],"graph_snapshots":[{"event_id":"sha256:141bfc8cd3a7aadd1821ee800fc7b1104e913a0c9ce6e9a8c698210d79fcb040","target":"graph","created_at":"2026-07-14T01:21:21Z","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/2607.10562/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Evaluating the multi-hop reasoning capabilities of large language models remains a significant challenge. Although current models achieve strong results on existing multi-hop question answering datasets, such performance often masks two critical vulnerabilities: (1) reliance on internal parametric knowledge rather than adherence to the provided context, and (2) exploitation of dataset shortcuts, such as single-document cues or type-matching, that diminish the need for genuine evidence aggregation across multiple documents. We introduce CRiT-QA (Counterfactual Reasoning with Traps), a dataset e","authors_text":"JuneHyoung Kwon, JungMin Yun, YoungBin Kim","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AI","submitted_at":"2026-07-12T04:40:02Z","title":"CRiT-QA: Evaluating Multi-hop Reasoning with Counterfactual Chains and Distractor Traps"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2607.10562","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":"sha256:14dd654caf2561dab7c50334397e12d150ddc328b6f08d959e153dbb688d8a11","target":"record","created_at":"2026-07-14T01:21:21Z","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":"14e07d6aa9e4f7fc4664da2846d6a1588702f00a0fec7823831f4a999fc17a7c","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AI","submitted_at":"2026-07-12T04:40:02Z","title_canon_sha256":"64ed53a547baadbeaf892d9551c57de809f0002f8ad9a07b1c6c132d91e0a82c"},"schema_version":"1.0","source":{"id":"2607.10562","kind":"arxiv","version":1}},"canonical_sha256":"550ed16b119ff1b2da1d6f6907668c90dea7688b882be1dcfa93b89087298872","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"550ed16b119ff1b2da1d6f6907668c90dea7688b882be1dcfa93b89087298872","first_computed_at":"2026-07-14T01:21:21.464105Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-14T01:21:21.464105Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"BU8ZQy2RhgkuFh5IRVHJznOottAbc0eEu9PFDZvq/luwKAW2tDYq1CZ/XUF7vSW/0St4/SzDbDTKM+scc6GJBg==","signature_status":"signed_v1","signed_at":"2026-07-14T01:21:21.464919Z","signed_message":"canonical_sha256_bytes"},"source_id":"2607.10562","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:14dd654caf2561dab7c50334397e12d150ddc328b6f08d959e153dbb688d8a11","sha256:141bfc8cd3a7aadd1821ee800fc7b1104e913a0c9ce6e9a8c698210d79fcb040"],"state_sha256":"9c544c5b658ec44027dc9e1e82bea40c14b1f1c70fbd50b95497b587cde17f6f"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"BEt/S9Eb33gDvO6o3uVArkZGrN7c/RSPSKqbAWPpva09sKetc3nJ+aVMMz4uf9VLHBp83z0bV4Fy62zAL49oDQ==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-15T06:43:06.972522Z","bundle_sha256":"9f71e262362939a0cacbb36d81a04185b200883d7f49a07b1b41a60680226168"}}