{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2023:7YTHMQPOTYCT7HB6TCUTOV7SNN","short_pith_number":"pith:7YTHMQPO","canonical_record":{"source":{"id":"2310.00996","kind":"arxiv","version":4},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2023-10-02T08:58:29Z","cross_cats_sorted":[],"title_canon_sha256":"635a2769754dac7c55a67f99cc7866ceb026a45a046de7f77050b3a07b14b7a7","abstract_canon_sha256":"31ac5013fcf48ff0dce1fecfaa06c179f1386e6dba7a50418fe88c5126ed2a3e"},"schema_version":"1.0"},"canonical_sha256":"fe267641ee9e053f9c3e98a93757f26b4b541da67266d30c259ac461d45a19ce","source":{"kind":"arxiv","id":"2310.00996","version":4},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2310.00996","created_at":"2026-07-05T09:02:39Z"},{"alias_kind":"arxiv_version","alias_value":"2310.00996v4","created_at":"2026-07-05T09:02:39Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2310.00996","created_at":"2026-07-05T09:02:39Z"},{"alias_kind":"pith_short_12","alias_value":"7YTHMQPOTYCT","created_at":"2026-07-05T09:02:39Z"},{"alias_kind":"pith_short_16","alias_value":"7YTHMQPOTYCT7HB6","created_at":"2026-07-05T09:02:39Z"},{"alias_kind":"pith_short_8","alias_value":"7YTHMQPO","created_at":"2026-07-05T09:02:39Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2023:7YTHMQPOTYCT7HB6TCUTOV7SNN","target":"record","payload":{"canonical_record":{"source":{"id":"2310.00996","kind":"arxiv","version":4},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2023-10-02T08:58:29Z","cross_cats_sorted":[],"title_canon_sha256":"635a2769754dac7c55a67f99cc7866ceb026a45a046de7f77050b3a07b14b7a7","abstract_canon_sha256":"31ac5013fcf48ff0dce1fecfaa06c179f1386e6dba7a50418fe88c5126ed2a3e"},"schema_version":"1.0"},"canonical_sha256":"fe267641ee9e053f9c3e98a93757f26b4b541da67266d30c259ac461d45a19ce","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T09:02:39.695484Z","signature_b64":"n4RdzFKvEyRJXHWW0P8Gw6UMRJIqgKfHJllcvCfYT9wwctmsTwM55kwLSTamOiP5SNTHcrLLXxE7CpxZzDlvDQ==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"fe267641ee9e053f9c3e98a93757f26b4b541da67266d30c259ac461d45a19ce","last_reissued_at":"2026-07-05T09:02:39.694841Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T09:02:39.694841Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2310.00996","source_version":4,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T09:02:39Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"GyIxv0LBHaykBjuGmZ7JiaBFTUp5cwuabXHn5YeOy2FtrHmlVQ6T1xevFkGO69g3uW5TzVXLcVkDHkClxamZAw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-08T09:13:20.022377Z"},"content_sha256":"8fb1036d289dbbfba4315e066740d589c723f76fbd9198e40672ee923c91e664","schema_version":"1.0","event_id":"sha256:8fb1036d289dbbfba4315e066740d589c723f76fbd9198e40672ee923c91e664"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2023:7YTHMQPOTYCT7HB6TCUTOV7SNN","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"ARN: Analogical Reasoning on Narratives","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.CL","authors_text":"Filip Ilievski, Pia Sommerauer, Yifan Jiang, Zhivar Sourati","submitted_at":"2023-10-02T08:58:29Z","abstract_excerpt":"As a core cognitive skill that enables the transferability of information across domains, analogical reasoning has been extensively studied for both humans and computational models. However, while cognitive theories of analogy often focus on narratives and study the distinction between surface, relational, and system similarities, existing work in natural language processing has a narrower focus as far as relational analogies between word pairs. This gap brings a natural question: can state-of-the-art large language models (LLMs) detect system analogies between narratives? To gain insight into"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2310.00996","kind":"arxiv","version":4},"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/2310.00996/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":"2026-07-05T09:02:39Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"ChkCS4JuSMpJywp3QEBH8sg4rexJxZa4k6LMZ34XsXyDJMct2wXnBcQEqH3AHvrRnYCsfwNzky5R6/zwmkjKBw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-08T09:13:20.022919Z"},"content_sha256":"ea1f62fbfed2df7e7d24caab0a401990a40d1e03bd88302f6f448deacf7e8e5e","schema_version":"1.0","event_id":"sha256:ea1f62fbfed2df7e7d24caab0a401990a40d1e03bd88302f6f448deacf7e8e5e"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/7YTHMQPOTYCT7HB6TCUTOV7SNN/bundle.json","state_url":"https://pith.science/pith/7YTHMQPOTYCT7HB6TCUTOV7SNN/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/7YTHMQPOTYCT7HB6TCUTOV7SNN/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":"2026-08-08T09:13:20Z","links":{"resolver":"https://pith.science/pith/7YTHMQPOTYCT7HB6TCUTOV7SNN","bundle":"https://pith.science/pith/7YTHMQPOTYCT7HB6TCUTOV7SNN/bundle.json","state":"https://pith.science/pith/7YTHMQPOTYCT7HB6TCUTOV7SNN/state.json","well_known_bundle":"https://pith.science/.well-known/pith/7YTHMQPOTYCT7HB6TCUTOV7SNN/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2023:7YTHMQPOTYCT7HB6TCUTOV7SNN","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":"31ac5013fcf48ff0dce1fecfaa06c179f1386e6dba7a50418fe88c5126ed2a3e","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2023-10-02T08:58:29Z","title_canon_sha256":"635a2769754dac7c55a67f99cc7866ceb026a45a046de7f77050b3a07b14b7a7"},"schema_version":"1.0","source":{"id":"2310.00996","kind":"arxiv","version":4}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2310.00996","created_at":"2026-07-05T09:02:39Z"},{"alias_kind":"arxiv_version","alias_value":"2310.00996v4","created_at":"2026-07-05T09:02:39Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2310.00996","created_at":"2026-07-05T09:02:39Z"},{"alias_kind":"pith_short_12","alias_value":"7YTHMQPOTYCT","created_at":"2026-07-05T09:02:39Z"},{"alias_kind":"pith_short_16","alias_value":"7YTHMQPOTYCT7HB6","created_at":"2026-07-05T09:02:39Z"},{"alias_kind":"pith_short_8","alias_value":"7YTHMQPO","created_at":"2026-07-05T09:02:39Z"}],"graph_snapshots":[{"event_id":"sha256:ea1f62fbfed2df7e7d24caab0a401990a40d1e03bd88302f6f448deacf7e8e5e","target":"graph","created_at":"2026-07-05T09:02:39Z","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/2310.00996/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"As a core cognitive skill that enables the transferability of information across domains, analogical reasoning has been extensively studied for both humans and computational models. However, while cognitive theories of analogy often focus on narratives and study the distinction between surface, relational, and system similarities, existing work in natural language processing has a narrower focus as far as relational analogies between word pairs. This gap brings a natural question: can state-of-the-art large language models (LLMs) detect system analogies between narratives? To gain insight into","authors_text":"Filip Ilievski, Pia Sommerauer, Yifan Jiang, Zhivar Sourati","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2023-10-02T08:58:29Z","title":"ARN: Analogical Reasoning on Narratives"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2310.00996","kind":"arxiv","version":4},"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":"sha256:8fb1036d289dbbfba4315e066740d589c723f76fbd9198e40672ee923c91e664","target":"record","created_at":"2026-07-05T09:02:39Z","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":"31ac5013fcf48ff0dce1fecfaa06c179f1386e6dba7a50418fe88c5126ed2a3e","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2023-10-02T08:58:29Z","title_canon_sha256":"635a2769754dac7c55a67f99cc7866ceb026a45a046de7f77050b3a07b14b7a7"},"schema_version":"1.0","source":{"id":"2310.00996","kind":"arxiv","version":4}},"canonical_sha256":"fe267641ee9e053f9c3e98a93757f26b4b541da67266d30c259ac461d45a19ce","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"fe267641ee9e053f9c3e98a93757f26b4b541da67266d30c259ac461d45a19ce","first_computed_at":"2026-07-05T09:02:39.694841Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T09:02:39.694841Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"n4RdzFKvEyRJXHWW0P8Gw6UMRJIqgKfHJllcvCfYT9wwctmsTwM55kwLSTamOiP5SNTHcrLLXxE7CpxZzDlvDQ==","signature_status":"signed_v1","signed_at":"2026-07-05T09:02:39.695484Z","signed_message":"canonical_sha256_bytes"},"source_id":"2310.00996","source_kind":"arxiv","source_version":4}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:8fb1036d289dbbfba4315e066740d589c723f76fbd9198e40672ee923c91e664","sha256:ea1f62fbfed2df7e7d24caab0a401990a40d1e03bd88302f6f448deacf7e8e5e"],"state_sha256":"d26a20ce75bac561de130b5f0a3aba3cc88d471a8317797b8dd4fa6a15f62cd7"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"gjHL/mHJT3IUviKg3OIULplYEpVg26Qh7qqGIVY4DPxL0ZiSodyyRIUOMEq/IOcsiYlSWlHkDMYgEva+b0ZrBg==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-08T09:13:20.029414Z","bundle_sha256":"ae44993730326e8676cb112b362fa9064c8304e66331cda181364c9670589d90"}}