{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2025:M5WNUHHNXAH7KPRSU2JQBQTERD","short_pith_number":"pith:M5WNUHHN","canonical_record":{"source":{"id":"2504.15800","kind":"arxiv","version":3},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.IR","submitted_at":"2025-04-22T11:30:13Z","cross_cats_sorted":[],"title_canon_sha256":"cba252d23d7d8777434f922ff393157798004d9770f360d64433a73c40c28c57","abstract_canon_sha256":"4f013b3c29b35a745275cafc53caefdc2ac51246075b7301e9004cd17f81e276"},"schema_version":"1.0"},"canonical_sha256":"676cda1cedb80ff53e32a69300c26488fc0989516492fca76275fc8e2fbd77e1","source":{"kind":"arxiv","id":"2504.15800","version":3},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2504.15800","created_at":"2026-07-05T12:03:47Z"},{"alias_kind":"arxiv_version","alias_value":"2504.15800v3","created_at":"2026-07-05T12:03:47Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2504.15800","created_at":"2026-07-05T12:03:47Z"},{"alias_kind":"pith_short_12","alias_value":"M5WNUHHNXAH7","created_at":"2026-07-05T12:03:47Z"},{"alias_kind":"pith_short_16","alias_value":"M5WNUHHNXAH7KPRS","created_at":"2026-07-05T12:03:47Z"},{"alias_kind":"pith_short_8","alias_value":"M5WNUHHN","created_at":"2026-07-05T12:03:47Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2025:M5WNUHHNXAH7KPRSU2JQBQTERD","target":"record","payload":{"canonical_record":{"source":{"id":"2504.15800","kind":"arxiv","version":3},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.IR","submitted_at":"2025-04-22T11:30:13Z","cross_cats_sorted":[],"title_canon_sha256":"cba252d23d7d8777434f922ff393157798004d9770f360d64433a73c40c28c57","abstract_canon_sha256":"4f013b3c29b35a745275cafc53caefdc2ac51246075b7301e9004cd17f81e276"},"schema_version":"1.0"},"canonical_sha256":"676cda1cedb80ff53e32a69300c26488fc0989516492fca76275fc8e2fbd77e1","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T12:03:47.823709Z","signature_b64":"9SbsdE0XWPzlrQNV1iQvb2V5pSJEMGMPECrvDmVw09wJ6pCUgQpNkQ/+Ebi1yb+oWImPozB2Fh8EXNrQQ6ReBg==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"676cda1cedb80ff53e32a69300c26488fc0989516492fca76275fc8e2fbd77e1","last_reissued_at":"2026-07-05T12:03:47.823155Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T12:03:47.823155Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2504.15800","source_version":3,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T12:03:47Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"wbVhOwoTfO4/wpUyQn825hUWaPnE1HEyw2zd5jymrbeEnRTy//fCB4GvdtN+CP3ybpTZRq2S4EhXIma88p7oAw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-12T14:51:54.556925Z"},"content_sha256":"4a37a1c3133f78674b16614c920f79cc5cc6c2dbd52a1b7a78fbf1002016ec24","schema_version":"1.0","event_id":"sha256:4a37a1c3133f78674b16614c920f79cc5cc6c2dbd52a1b7a78fbf1002016ec24"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2025:M5WNUHHNXAH7KPRSU2JQBQTERD","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"FinDER: Financial Dataset for Question Answering and Evaluating Retrieval-Augmented Generation","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":[],"primary_cat":"cs.IR","authors_text":"Alejandro Lopez-Lira, Chaewoon Kim, Chanyeol Choi, Hojun Choi, Jaeseon Ha, Jihoon Kwon, Jy-yong Sohn, Yongjae Lee","submitted_at":"2025-04-22T11:30:13Z","abstract_excerpt":"In the fast-paced financial domain, accurate and up-to-date information is critical to addressing ever-evolving market conditions. Retrieving this information correctly is essential in financial Question-Answering (QA), since many language models struggle with factual accuracy in this domain. We present FinDER, an expert-generated dataset tailored for Retrieval-Augmented Generation (RAG) in finance. Unlike existing QA datasets that provide predefined contexts and rely on relatively clear and straightforward queries, FinDER focuses on annotating search-relevant evidence by domain experts, offer"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2504.15800","kind":"arxiv","version":3},"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/2504.15800/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":"2026-07-05T12:03:47Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"YOWw7YO/x/8YqjdejmFlM+t1wcRvOkNdtOpjjxJhCudamK2rSamyQlXl9+yBctISdADbczmYMngQG0EnnFzABA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-12T14:51:54.557449Z"},"content_sha256":"4bb389669c3343fecba7843035779816cfb45e162ce9cd32f57bcb2582bd58d1","schema_version":"1.0","event_id":"sha256:4bb389669c3343fecba7843035779816cfb45e162ce9cd32f57bcb2582bd58d1"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/M5WNUHHNXAH7KPRSU2JQBQTERD/bundle.json","state_url":"https://pith.science/pith/M5WNUHHNXAH7KPRSU2JQBQTERD/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/M5WNUHHNXAH7KPRSU2JQBQTERD/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":"2026-08-12T14:51:54Z","links":{"resolver":"https://pith.science/pith/M5WNUHHNXAH7KPRSU2JQBQTERD","bundle":"https://pith.science/pith/M5WNUHHNXAH7KPRSU2JQBQTERD/bundle.json","state":"https://pith.science/pith/M5WNUHHNXAH7KPRSU2JQBQTERD/state.json","well_known_bundle":"https://pith.science/.well-known/pith/M5WNUHHNXAH7KPRSU2JQBQTERD/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:M5WNUHHNXAH7KPRSU2JQBQTERD","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":"4f013b3c29b35a745275cafc53caefdc2ac51246075b7301e9004cd17f81e276","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.IR","submitted_at":"2025-04-22T11:30:13Z","title_canon_sha256":"cba252d23d7d8777434f922ff393157798004d9770f360d64433a73c40c28c57"},"schema_version":"1.0","source":{"id":"2504.15800","kind":"arxiv","version":3}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2504.15800","created_at":"2026-07-05T12:03:47Z"},{"alias_kind":"arxiv_version","alias_value":"2504.15800v3","created_at":"2026-07-05T12:03:47Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2504.15800","created_at":"2026-07-05T12:03:47Z"},{"alias_kind":"pith_short_12","alias_value":"M5WNUHHNXAH7","created_at":"2026-07-05T12:03:47Z"},{"alias_kind":"pith_short_16","alias_value":"M5WNUHHNXAH7KPRS","created_at":"2026-07-05T12:03:47Z"},{"alias_kind":"pith_short_8","alias_value":"M5WNUHHN","created_at":"2026-07-05T12:03:47Z"}],"graph_snapshots":[{"event_id":"sha256:4bb389669c3343fecba7843035779816cfb45e162ce9cd32f57bcb2582bd58d1","target":"graph","created_at":"2026-07-05T12:03:47Z","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/2504.15800/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"In the fast-paced financial domain, accurate and up-to-date information is critical to addressing ever-evolving market conditions. Retrieving this information correctly is essential in financial Question-Answering (QA), since many language models struggle with factual accuracy in this domain. We present FinDER, an expert-generated dataset tailored for Retrieval-Augmented Generation (RAG) in finance. Unlike existing QA datasets that provide predefined contexts and rely on relatively clear and straightforward queries, FinDER focuses on annotating search-relevant evidence by domain experts, offer","authors_text":"Alejandro Lopez-Lira, Chaewoon Kim, Chanyeol Choi, Hojun Choi, Jaeseon Ha, Jihoon Kwon, Jy-yong Sohn, Yongjae Lee","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.IR","submitted_at":"2025-04-22T11:30:13Z","title":"FinDER: Financial Dataset for Question Answering and Evaluating Retrieval-Augmented Generation"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2504.15800","kind":"arxiv","version":3},"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":"sha256:4a37a1c3133f78674b16614c920f79cc5cc6c2dbd52a1b7a78fbf1002016ec24","target":"record","created_at":"2026-07-05T12:03:47Z","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":"4f013b3c29b35a745275cafc53caefdc2ac51246075b7301e9004cd17f81e276","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.IR","submitted_at":"2025-04-22T11:30:13Z","title_canon_sha256":"cba252d23d7d8777434f922ff393157798004d9770f360d64433a73c40c28c57"},"schema_version":"1.0","source":{"id":"2504.15800","kind":"arxiv","version":3}},"canonical_sha256":"676cda1cedb80ff53e32a69300c26488fc0989516492fca76275fc8e2fbd77e1","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"676cda1cedb80ff53e32a69300c26488fc0989516492fca76275fc8e2fbd77e1","first_computed_at":"2026-07-05T12:03:47.823155Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T12:03:47.823155Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"9SbsdE0XWPzlrQNV1iQvb2V5pSJEMGMPECrvDmVw09wJ6pCUgQpNkQ/+Ebi1yb+oWImPozB2Fh8EXNrQQ6ReBg==","signature_status":"signed_v1","signed_at":"2026-07-05T12:03:47.823709Z","signed_message":"canonical_sha256_bytes"},"source_id":"2504.15800","source_kind":"arxiv","source_version":3}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:4a37a1c3133f78674b16614c920f79cc5cc6c2dbd52a1b7a78fbf1002016ec24","sha256:4bb389669c3343fecba7843035779816cfb45e162ce9cd32f57bcb2582bd58d1"],"state_sha256":"502420ee3115ad4fdb78f3cecfb551322877ef54d47b24543257bfd9ef9af0bf"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"Wi6a2AVsi8QbAyHcEyQDGOtVdM0HtmpdE8ub7ItoYhQjYDnIbYrcnyyRJfbMKXcvbq3GN0IoTDyk2zySsX8UDA==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-12T14:51:54.561673Z","bundle_sha256":"88dfb5cda229a9d6e17ef71095b0be2002a04a7c4c2646c39afc74a78e438ab2"}}