{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2024:N2TOXJMMLMNUYBBKN65ASAP3UY","short_pith_number":"pith:N2TOXJMM","canonical_record":{"source":{"id":"2402.06221","kind":"arxiv","version":2},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2024-02-09T07:13:44Z","cross_cats_sorted":["cs.IR"],"title_canon_sha256":"d5bab13295ba4620a4a1598b3e49a992fb11b2d0be2dc3f7482cd65b1c4c42fa","abstract_canon_sha256":"cf26401173ce227b8afbc69ce21e4045febfe61803bd84306bc7325e63313e28"},"schema_version":"1.0"},"canonical_sha256":"6ea6eba58c5b1b4c042a6fba0901fba62320a2476320449c32757e356c7d276d","source":{"kind":"arxiv","id":"2402.06221","version":2},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2402.06221","created_at":"2026-07-05T08:16:46Z"},{"alias_kind":"arxiv_version","alias_value":"2402.06221v2","created_at":"2026-07-05T08:16:46Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2402.06221","created_at":"2026-07-05T08:16:46Z"},{"alias_kind":"pith_short_12","alias_value":"N2TOXJMMLMNU","created_at":"2026-07-05T08:16:46Z"},{"alias_kind":"pith_short_16","alias_value":"N2TOXJMMLMNUYBBK","created_at":"2026-07-05T08:16:46Z"},{"alias_kind":"pith_short_8","alias_value":"N2TOXJMM","created_at":"2026-07-05T08:16:46Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2024:N2TOXJMMLMNUYBBKN65ASAP3UY","target":"record","payload":{"canonical_record":{"source":{"id":"2402.06221","kind":"arxiv","version":2},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2024-02-09T07:13:44Z","cross_cats_sorted":["cs.IR"],"title_canon_sha256":"d5bab13295ba4620a4a1598b3e49a992fb11b2d0be2dc3f7482cd65b1c4c42fa","abstract_canon_sha256":"cf26401173ce227b8afbc69ce21e4045febfe61803bd84306bc7325e63313e28"},"schema_version":"1.0"},"canonical_sha256":"6ea6eba58c5b1b4c042a6fba0901fba62320a2476320449c32757e356c7d276d","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T08:16:46.964602Z","signature_b64":"SETqPG2tDR8O/qI6QHUhxSYLu16n9Gb9MITOTn8q60B6fB6n3Q9VJ+3Hhp3UgKic9wr7kzRTyHPDPPujSKyqDA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"6ea6eba58c5b1b4c042a6fba0901fba62320a2476320449c32757e356c7d276d","last_reissued_at":"2026-07-05T08:16:46.964111Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T08:16:46.964111Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2402.06221","source_version":2,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T08:16:46Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"Aq0pVjWsJfVXTqjQcVFZ2XaJKncfkv2OiMSUuHTvX+Jf6/PSc2VG/jN6o1/j42V0WLaorHutJ2PiALmQGMTzCw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-07-07T13:35:37.568005Z"},"content_sha256":"29bddf06b4b301d3a8585d5b53e13c296a81d96c2c3bfbccd33416930c1afb71","schema_version":"1.0","event_id":"sha256:29bddf06b4b301d3a8585d5b53e13c296a81d96c2c3bfbccd33416930c1afb71"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2024:N2TOXJMMLMNUYBBKN65ASAP3UY","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"ResumeFlow: An LLM-facilitated Pipeline for Personalized Resume Generation and Refinement","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.IR"],"primary_cat":"cs.CL","authors_text":"Amey Bhilegaonkar, Amrita Bhattacharjee, Huan Liu, Saurabh Bhausaheb Zinjad","submitted_at":"2024-02-09T07:13:44Z","abstract_excerpt":"Crafting the ideal, job-specific resume is a challenging task for many job applicants, especially for early-career applicants. While it is highly recommended that applicants tailor their resume to the specific role they are applying for, manually tailoring resumes to job descriptions and role-specific requirements is often (1) extremely time-consuming, and (2) prone to human errors. Furthermore, performing such a tailoring step at scale while applying to several roles may result in a lack of quality of the edited resumes. To tackle this problem, in this demo paper, we propose ResumeFlow: a Lar"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2402.06221","kind":"arxiv","version":2},"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/2402.06221/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":"2026-07-05T08:16:46Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"hbpmlifMpVWiPnjuIvb34L8AFCt3kRuyZcIaJl2K056KdKMjMdnbSGf1G0PorH+jWv4/IIo/58wzwlIPcRgBAw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-07-07T13:35:37.568380Z"},"content_sha256":"b17d0bcacfb663fffed2915442657a7e8fb552065863233682cfe7db7f5a8b3a","schema_version":"1.0","event_id":"sha256:b17d0bcacfb663fffed2915442657a7e8fb552065863233682cfe7db7f5a8b3a"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/N2TOXJMMLMNUYBBKN65ASAP3UY/bundle.json","state_url":"https://pith.science/pith/N2TOXJMMLMNUYBBKN65ASAP3UY/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/N2TOXJMMLMNUYBBKN65ASAP3UY/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":"2026-07-07T13:35:37Z","links":{"resolver":"https://pith.science/pith/N2TOXJMMLMNUYBBKN65ASAP3UY","bundle":"https://pith.science/pith/N2TOXJMMLMNUYBBKN65ASAP3UY/bundle.json","state":"https://pith.science/pith/N2TOXJMMLMNUYBBKN65ASAP3UY/state.json","well_known_bundle":"https://pith.science/.well-known/pith/N2TOXJMMLMNUYBBKN65ASAP3UY/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:N2TOXJMMLMNUYBBKN65ASAP3UY","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":"cf26401173ce227b8afbc69ce21e4045febfe61803bd84306bc7325e63313e28","cross_cats_sorted":["cs.IR"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2024-02-09T07:13:44Z","title_canon_sha256":"d5bab13295ba4620a4a1598b3e49a992fb11b2d0be2dc3f7482cd65b1c4c42fa"},"schema_version":"1.0","source":{"id":"2402.06221","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2402.06221","created_at":"2026-07-05T08:16:46Z"},{"alias_kind":"arxiv_version","alias_value":"2402.06221v2","created_at":"2026-07-05T08:16:46Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2402.06221","created_at":"2026-07-05T08:16:46Z"},{"alias_kind":"pith_short_12","alias_value":"N2TOXJMMLMNU","created_at":"2026-07-05T08:16:46Z"},{"alias_kind":"pith_short_16","alias_value":"N2TOXJMMLMNUYBBK","created_at":"2026-07-05T08:16:46Z"},{"alias_kind":"pith_short_8","alias_value":"N2TOXJMM","created_at":"2026-07-05T08:16:46Z"}],"graph_snapshots":[{"event_id":"sha256:b17d0bcacfb663fffed2915442657a7e8fb552065863233682cfe7db7f5a8b3a","target":"graph","created_at":"2026-07-05T08:16:46Z","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/2402.06221/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Crafting the ideal, job-specific resume is a challenging task for many job applicants, especially for early-career applicants. While it is highly recommended that applicants tailor their resume to the specific role they are applying for, manually tailoring resumes to job descriptions and role-specific requirements is often (1) extremely time-consuming, and (2) prone to human errors. Furthermore, performing such a tailoring step at scale while applying to several roles may result in a lack of quality of the edited resumes. To tackle this problem, in this demo paper, we propose ResumeFlow: a Lar","authors_text":"Amey Bhilegaonkar, Amrita Bhattacharjee, Huan Liu, Saurabh Bhausaheb Zinjad","cross_cats":["cs.IR"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2024-02-09T07:13:44Z","title":"ResumeFlow: An LLM-facilitated Pipeline for Personalized Resume Generation and Refinement"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2402.06221","kind":"arxiv","version":2},"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":"sha256:29bddf06b4b301d3a8585d5b53e13c296a81d96c2c3bfbccd33416930c1afb71","target":"record","created_at":"2026-07-05T08:16:46Z","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":"cf26401173ce227b8afbc69ce21e4045febfe61803bd84306bc7325e63313e28","cross_cats_sorted":["cs.IR"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2024-02-09T07:13:44Z","title_canon_sha256":"d5bab13295ba4620a4a1598b3e49a992fb11b2d0be2dc3f7482cd65b1c4c42fa"},"schema_version":"1.0","source":{"id":"2402.06221","kind":"arxiv","version":2}},"canonical_sha256":"6ea6eba58c5b1b4c042a6fba0901fba62320a2476320449c32757e356c7d276d","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"6ea6eba58c5b1b4c042a6fba0901fba62320a2476320449c32757e356c7d276d","first_computed_at":"2026-07-05T08:16:46.964111Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T08:16:46.964111Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"SETqPG2tDR8O/qI6QHUhxSYLu16n9Gb9MITOTn8q60B6fB6n3Q9VJ+3Hhp3UgKic9wr7kzRTyHPDPPujSKyqDA==","signature_status":"signed_v1","signed_at":"2026-07-05T08:16:46.964602Z","signed_message":"canonical_sha256_bytes"},"source_id":"2402.06221","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:29bddf06b4b301d3a8585d5b53e13c296a81d96c2c3bfbccd33416930c1afb71","sha256:b17d0bcacfb663fffed2915442657a7e8fb552065863233682cfe7db7f5a8b3a"],"state_sha256":"d03937b013b5568786ca16242324c3cab6f6cf04409871164dbb77c772ec97db"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"etS7LrledNbgdIqorTZ8QeVE+rnk8OqqGIA0yGHn/PJC/B2zm8CD2kjVpTdrflt2EbxNl53n3lyOHUmrP3aKCg==","signed_message":"bundle_sha256_bytes","signed_at":"2026-07-07T13:35:37.570221Z","bundle_sha256":"09ebb53a7daf6d88bf0f97b34180c1ed3975e9ead5bacb0aa6e3189c769f134c"}}