{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2024:ALZARAFF547L57F5UWV7YJTPGL","short_pith_number":"pith:ALZARAFF","canonical_record":{"source":{"id":"2403.16084","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2024-03-24T10:43:21Z","cross_cats_sorted":[],"title_canon_sha256":"76546f1f7f69ef558e6e02bbe8b345687bc227cd928e16ade358c6440ef90a64","abstract_canon_sha256":"1dbf519cf8c519a41aac0b47a05cedfa48c14523247060374a0db877fff0a150"},"schema_version":"1.0"},"canonical_sha256":"02f20880a5ef3ebefcbda5abfc266f32ecdaebcb20a8ad458b9b203f6a8ba955","source":{"kind":"arxiv","id":"2403.16084","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2403.16084","created_at":"2026-07-05T08:00:10Z"},{"alias_kind":"arxiv_version","alias_value":"2403.16084v1","created_at":"2026-07-05T08:00:10Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2403.16084","created_at":"2026-07-05T08:00:10Z"},{"alias_kind":"pith_short_12","alias_value":"ALZARAFF547L","created_at":"2026-07-05T08:00:10Z"},{"alias_kind":"pith_short_16","alias_value":"ALZARAFF547L57F5","created_at":"2026-07-05T08:00:10Z"},{"alias_kind":"pith_short_8","alias_value":"ALZARAFF","created_at":"2026-07-05T08:00:10Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2024:ALZARAFF547L57F5UWV7YJTPGL","target":"record","payload":{"canonical_record":{"source":{"id":"2403.16084","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2024-03-24T10:43:21Z","cross_cats_sorted":[],"title_canon_sha256":"76546f1f7f69ef558e6e02bbe8b345687bc227cd928e16ade358c6440ef90a64","abstract_canon_sha256":"1dbf519cf8c519a41aac0b47a05cedfa48c14523247060374a0db877fff0a150"},"schema_version":"1.0"},"canonical_sha256":"02f20880a5ef3ebefcbda5abfc266f32ecdaebcb20a8ad458b9b203f6a8ba955","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T08:00:10.356379Z","signature_b64":"owsWZIoYIsUI1F6/+noX1aZJzfgofNe1TftcTcEiKi3c7qsTudZKmTuTd0VE7O0Ze3qEMxbX+GIcWsUOA6FjDw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"02f20880a5ef3ebefcbda5abfc266f32ecdaebcb20a8ad458b9b203f6a8ba955","last_reissued_at":"2026-07-05T08:00:10.355924Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T08:00:10.355924Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2403.16084","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":"2026-07-05T08:00:10Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"7dEg03Fo4yu/Zfd1C89rkzZpo6iYYdndyq3iwyFm9+yXJWmTppfKXYEHIiHrMnng73X10cvrAMgj0cbRVZbpBA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-06T02:46:23.177689Z"},"content_sha256":"1e10dce53ed77a71bba251484f853117256eaa20ee1216c76bd9770df353ef47","schema_version":"1.0","event_id":"sha256:1e10dce53ed77a71bba251484f853117256eaa20ee1216c76bd9770df353ef47"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2024:ALZARAFF547L57F5UWV7YJTPGL","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Argument Quality Assessment in the Age of Instruction-Following Large Language Models","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":[],"primary_cat":"cs.CL","authors_text":"Anne Lauscher, Elena Cabrio, Eva Maria Vecchi, Gabriella Lapesa, Henning Wachsmuth, Joonsuk Park, Serena Villata, Timon Ziegenbein","submitted_at":"2024-03-24T10:43:21Z","abstract_excerpt":"The computational treatment of arguments on controversial issues has been subject to extensive NLP research, due to its envisioned impact on opinion formation, decision making, writing education, and the like. A critical task in any such application is the assessment of an argument's quality - but it is also particularly challenging. In this position paper, we start from a brief survey of argument quality research, where we identify the diversity of quality notions and the subjectiveness of their perception as the main hurdles towards substantial progress on argument quality assessment. We arg"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2403.16084","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/2403.16084/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":"2026-07-05T08:00:10Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"wUp55YOmFQbLyeqP5xqpSWFenlSY/lk9aAPW/CfOPFkSGBCT+EwGRlb/Lwt9WuykWwk7Cj7DLjj8zVYIsH9yCQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-06T02:46:23.178260Z"},"content_sha256":"4f41dfb4e44fdaefdbe554af560d68d8ea5c9132fb1ba3a2b1d2b99d4e9a015c","schema_version":"1.0","event_id":"sha256:4f41dfb4e44fdaefdbe554af560d68d8ea5c9132fb1ba3a2b1d2b99d4e9a015c"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/ALZARAFF547L57F5UWV7YJTPGL/bundle.json","state_url":"https://pith.science/pith/ALZARAFF547L57F5UWV7YJTPGL/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/ALZARAFF547L57F5UWV7YJTPGL/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":"2026-08-06T02:46:23Z","links":{"resolver":"https://pith.science/pith/ALZARAFF547L57F5UWV7YJTPGL","bundle":"https://pith.science/pith/ALZARAFF547L57F5UWV7YJTPGL/bundle.json","state":"https://pith.science/pith/ALZARAFF547L57F5UWV7YJTPGL/state.json","well_known_bundle":"https://pith.science/.well-known/pith/ALZARAFF547L57F5UWV7YJTPGL/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:ALZARAFF547L57F5UWV7YJTPGL","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":"1dbf519cf8c519a41aac0b47a05cedfa48c14523247060374a0db877fff0a150","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2024-03-24T10:43:21Z","title_canon_sha256":"76546f1f7f69ef558e6e02bbe8b345687bc227cd928e16ade358c6440ef90a64"},"schema_version":"1.0","source":{"id":"2403.16084","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2403.16084","created_at":"2026-07-05T08:00:10Z"},{"alias_kind":"arxiv_version","alias_value":"2403.16084v1","created_at":"2026-07-05T08:00:10Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2403.16084","created_at":"2026-07-05T08:00:10Z"},{"alias_kind":"pith_short_12","alias_value":"ALZARAFF547L","created_at":"2026-07-05T08:00:10Z"},{"alias_kind":"pith_short_16","alias_value":"ALZARAFF547L57F5","created_at":"2026-07-05T08:00:10Z"},{"alias_kind":"pith_short_8","alias_value":"ALZARAFF","created_at":"2026-07-05T08:00:10Z"}],"graph_snapshots":[{"event_id":"sha256:4f41dfb4e44fdaefdbe554af560d68d8ea5c9132fb1ba3a2b1d2b99d4e9a015c","target":"graph","created_at":"2026-07-05T08:00:10Z","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/2403.16084/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"The computational treatment of arguments on controversial issues has been subject to extensive NLP research, due to its envisioned impact on opinion formation, decision making, writing education, and the like. A critical task in any such application is the assessment of an argument's quality - but it is also particularly challenging. In this position paper, we start from a brief survey of argument quality research, where we identify the diversity of quality notions and the subjectiveness of their perception as the main hurdles towards substantial progress on argument quality assessment. We arg","authors_text":"Anne Lauscher, Elena Cabrio, Eva Maria Vecchi, Gabriella Lapesa, Henning Wachsmuth, Joonsuk Park, Serena Villata, Timon Ziegenbein","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2024-03-24T10:43:21Z","title":"Argument Quality Assessment in the Age of Instruction-Following Large Language Models"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2403.16084","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":"sha256:1e10dce53ed77a71bba251484f853117256eaa20ee1216c76bd9770df353ef47","target":"record","created_at":"2026-07-05T08:00:10Z","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":"1dbf519cf8c519a41aac0b47a05cedfa48c14523247060374a0db877fff0a150","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2024-03-24T10:43:21Z","title_canon_sha256":"76546f1f7f69ef558e6e02bbe8b345687bc227cd928e16ade358c6440ef90a64"},"schema_version":"1.0","source":{"id":"2403.16084","kind":"arxiv","version":1}},"canonical_sha256":"02f20880a5ef3ebefcbda5abfc266f32ecdaebcb20a8ad458b9b203f6a8ba955","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"02f20880a5ef3ebefcbda5abfc266f32ecdaebcb20a8ad458b9b203f6a8ba955","first_computed_at":"2026-07-05T08:00:10.355924Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T08:00:10.355924Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"owsWZIoYIsUI1F6/+noX1aZJzfgofNe1TftcTcEiKi3c7qsTudZKmTuTd0VE7O0Ze3qEMxbX+GIcWsUOA6FjDw==","signature_status":"signed_v1","signed_at":"2026-07-05T08:00:10.356379Z","signed_message":"canonical_sha256_bytes"},"source_id":"2403.16084","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:1e10dce53ed77a71bba251484f853117256eaa20ee1216c76bd9770df353ef47","sha256:4f41dfb4e44fdaefdbe554af560d68d8ea5c9132fb1ba3a2b1d2b99d4e9a015c"],"state_sha256":"1df276f0c9a5eb7953a0da9137a68cc3b02e4417e0639d3c325585550814ee0d"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"+fCBzA+7+8SUtr/TkyiVkoBBrxza9QsBHYncZRNqgh8A+ix4lecj0Z7swclZZxLWqGSxxD30Y74dP3mWaAv0Dw==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-06T02:46:23.185111Z","bundle_sha256":"10bd4866058b2a815a45b365551562324cc5b1b156853814c891d45de53f4bae"}}