{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2025:6LH5CTYMIC2MUSQEPMCUMU3I3D","short_pith_number":"pith:6LH5CTYM","canonical_record":{"source":{"id":"2506.01253","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by-sa/4.0/","primary_cat":"cs.CL","submitted_at":"2025-06-02T02:09:20Z","cross_cats_sorted":[],"title_canon_sha256":"26de0a823a05e71a50e36f489111910b96216d45c0e7ca1d4703c1ac4b58bae6","abstract_canon_sha256":"7b7f01288cdbf898886cc14f37ddb8c57ae7ad4ba1a5ffa9f4c38e908519fb8e"},"schema_version":"1.0"},"canonical_sha256":"f2cfd14f0c40b4ca4a047b05465368d8fe56a916c2f60e91a0594a11372ddae5","source":{"kind":"arxiv","id":"2506.01253","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2506.01253","created_at":"2026-07-05T11:14:10Z"},{"alias_kind":"arxiv_version","alias_value":"2506.01253v1","created_at":"2026-07-05T11:14:10Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2506.01253","created_at":"2026-07-05T11:14:10Z"},{"alias_kind":"pith_short_12","alias_value":"6LH5CTYMIC2M","created_at":"2026-07-05T11:14:10Z"},{"alias_kind":"pith_short_16","alias_value":"6LH5CTYMIC2MUSQE","created_at":"2026-07-05T11:14:10Z"},{"alias_kind":"pith_short_8","alias_value":"6LH5CTYM","created_at":"2026-07-05T11:14:10Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2025:6LH5CTYMIC2MUSQEPMCUMU3I3D","target":"record","payload":{"canonical_record":{"source":{"id":"2506.01253","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by-sa/4.0/","primary_cat":"cs.CL","submitted_at":"2025-06-02T02:09:20Z","cross_cats_sorted":[],"title_canon_sha256":"26de0a823a05e71a50e36f489111910b96216d45c0e7ca1d4703c1ac4b58bae6","abstract_canon_sha256":"7b7f01288cdbf898886cc14f37ddb8c57ae7ad4ba1a5ffa9f4c38e908519fb8e"},"schema_version":"1.0"},"canonical_sha256":"f2cfd14f0c40b4ca4a047b05465368d8fe56a916c2f60e91a0594a11372ddae5","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T11:14:10.510085Z","signature_b64":"QYJL35AsZbLj8yGXyZQFLjTCChP1T6OF6EyPPRPVxfxVnz0P89961n1W6GqoVks4PCp7MltSdtKkTTwZmQZ+Bg==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"f2cfd14f0c40b4ca4a047b05465368d8fe56a916c2f60e91a0594a11372ddae5","last_reissued_at":"2026-07-05T11:14:10.509575Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T11:14:10.509575Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2506.01253","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":"2026-07-05T11:14:10Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"kzpuB++RvJ6YS5qn/oj3sgWQtZDfOZcSARzRvk9qK9NrJHNoS8HKxujxyHUJ8pmBt+TusPE8lxwVl62nVDOKAA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-08T13:54:07.255132Z"},"content_sha256":"86982d4db7d1090d30d684206b4bbabe74988d27dfc63836b269c8c56d822d63","schema_version":"1.0","event_id":"sha256:86982d4db7d1090d30d684206b4bbabe74988d27dfc63836b269c8c56d822d63"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2025:6LH5CTYMIC2MUSQEPMCUMU3I3D","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"CoRE: Condition-based Reasoning for Identifying Outcome Variance in Complex Events","license":"http://creativecommons.org/licenses/by-sa/4.0/","headline":"","cross_cats":[],"primary_cat":"cs.CL","authors_text":"Francis Ferraro, Sai Vallurupalli","submitted_at":"2025-06-02T02:09:20Z","abstract_excerpt":"Knowing which latent conditions lead to a particular outcome is useful for critically examining claims made about complex event outcomes. Identifying implied conditions and examining their influence on an outcome is challenging. We handle this by combining and augmenting annotations from two existing datasets consisting of goals and states, and explore the influence of conditions through our research questions and Condition-based Reasoning tasks. We examine open and closed LLMs of varying sizes and intent-alignment on our reasoning tasks and find that conditions are useful when not all context"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2506.01253","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/2506.01253/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":"2026-07-05T11:14:10Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"BptR/MGOxoz8b/iwva5+QquvGN1Ug0oiHcScMWlAvrrzESguS/wXTKuotFHyw+iF9d0Jn0bvF3XknHkNR1vCDQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-08T13:54:07.255632Z"},"content_sha256":"26625848b7a2436c181ac8e234a86de427a22e6119f9a46fa38099284ac1103c","schema_version":"1.0","event_id":"sha256:26625848b7a2436c181ac8e234a86de427a22e6119f9a46fa38099284ac1103c"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/6LH5CTYMIC2MUSQEPMCUMU3I3D/bundle.json","state_url":"https://pith.science/pith/6LH5CTYMIC2MUSQEPMCUMU3I3D/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/6LH5CTYMIC2MUSQEPMCUMU3I3D/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":"2026-08-08T13:54:07Z","links":{"resolver":"https://pith.science/pith/6LH5CTYMIC2MUSQEPMCUMU3I3D","bundle":"https://pith.science/pith/6LH5CTYMIC2MUSQEPMCUMU3I3D/bundle.json","state":"https://pith.science/pith/6LH5CTYMIC2MUSQEPMCUMU3I3D/state.json","well_known_bundle":"https://pith.science/.well-known/pith/6LH5CTYMIC2MUSQEPMCUMU3I3D/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:6LH5CTYMIC2MUSQEPMCUMU3I3D","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":"7b7f01288cdbf898886cc14f37ddb8c57ae7ad4ba1a5ffa9f4c38e908519fb8e","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by-sa/4.0/","primary_cat":"cs.CL","submitted_at":"2025-06-02T02:09:20Z","title_canon_sha256":"26de0a823a05e71a50e36f489111910b96216d45c0e7ca1d4703c1ac4b58bae6"},"schema_version":"1.0","source":{"id":"2506.01253","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2506.01253","created_at":"2026-07-05T11:14:10Z"},{"alias_kind":"arxiv_version","alias_value":"2506.01253v1","created_at":"2026-07-05T11:14:10Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2506.01253","created_at":"2026-07-05T11:14:10Z"},{"alias_kind":"pith_short_12","alias_value":"6LH5CTYMIC2M","created_at":"2026-07-05T11:14:10Z"},{"alias_kind":"pith_short_16","alias_value":"6LH5CTYMIC2MUSQE","created_at":"2026-07-05T11:14:10Z"},{"alias_kind":"pith_short_8","alias_value":"6LH5CTYM","created_at":"2026-07-05T11:14:10Z"}],"graph_snapshots":[{"event_id":"sha256:26625848b7a2436c181ac8e234a86de427a22e6119f9a46fa38099284ac1103c","target":"graph","created_at":"2026-07-05T11:14:10Z","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/2506.01253/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Knowing which latent conditions lead to a particular outcome is useful for critically examining claims made about complex event outcomes. Identifying implied conditions and examining their influence on an outcome is challenging. We handle this by combining and augmenting annotations from two existing datasets consisting of goals and states, and explore the influence of conditions through our research questions and Condition-based Reasoning tasks. We examine open and closed LLMs of varying sizes and intent-alignment on our reasoning tasks and find that conditions are useful when not all context","authors_text":"Francis Ferraro, Sai Vallurupalli","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by-sa/4.0/","primary_cat":"cs.CL","submitted_at":"2025-06-02T02:09:20Z","title":"CoRE: Condition-based Reasoning for Identifying Outcome Variance in Complex Events"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2506.01253","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":"sha256:86982d4db7d1090d30d684206b4bbabe74988d27dfc63836b269c8c56d822d63","target":"record","created_at":"2026-07-05T11:14:10Z","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":"7b7f01288cdbf898886cc14f37ddb8c57ae7ad4ba1a5ffa9f4c38e908519fb8e","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by-sa/4.0/","primary_cat":"cs.CL","submitted_at":"2025-06-02T02:09:20Z","title_canon_sha256":"26de0a823a05e71a50e36f489111910b96216d45c0e7ca1d4703c1ac4b58bae6"},"schema_version":"1.0","source":{"id":"2506.01253","kind":"arxiv","version":1}},"canonical_sha256":"f2cfd14f0c40b4ca4a047b05465368d8fe56a916c2f60e91a0594a11372ddae5","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"f2cfd14f0c40b4ca4a047b05465368d8fe56a916c2f60e91a0594a11372ddae5","first_computed_at":"2026-07-05T11:14:10.509575Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T11:14:10.509575Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"QYJL35AsZbLj8yGXyZQFLjTCChP1T6OF6EyPPRPVxfxVnz0P89961n1W6GqoVks4PCp7MltSdtKkTTwZmQZ+Bg==","signature_status":"signed_v1","signed_at":"2026-07-05T11:14:10.510085Z","signed_message":"canonical_sha256_bytes"},"source_id":"2506.01253","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:86982d4db7d1090d30d684206b4bbabe74988d27dfc63836b269c8c56d822d63","sha256:26625848b7a2436c181ac8e234a86de427a22e6119f9a46fa38099284ac1103c"],"state_sha256":"e8f7c1eef35a32c46342c664ac45fe17909ddbb463137b66c11b530f635eff43"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"Xt4HBk3OSXYyvrSz8FwYDP1L/BLldjMvvGZMxgwa/jgpZPeuqvzcDL4pzC1iz+IxtAWMHJopXzJv0tzem7DiBQ==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-08T13:54:07.260866Z","bundle_sha256":"ad7ac643d4b1e9e7096e64957c47d956374a2f59d8ccf2f7ebebd8e7c48a8ef2"}}