{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2025:UGFPTJDZ5HKDA7RERMJRWDC3TF","short_pith_number":"pith:UGFPTJDZ","canonical_record":{"source":{"id":"2506.00549","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2025-05-31T13:12:35Z","cross_cats_sorted":["cs.AI"],"title_canon_sha256":"29ebc016bf119a738e656b7ed4beed6297a57ca6c67f65ba923f90d3e2e4837b","abstract_canon_sha256":"a3e14d0d91c58976621577a6943d5da54c199843e0e43d2f5ac5a36cac2bff4b"},"schema_version":"1.0"},"canonical_sha256":"a18af9a479e9d4307e248b131b0c5b99711c6f505221a69e9923a34962bb0a15","source":{"kind":"arxiv","id":"2506.00549","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2506.00549","created_at":"2026-07-05T11:13:36Z"},{"alias_kind":"arxiv_version","alias_value":"2506.00549v1","created_at":"2026-07-05T11:13:36Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2506.00549","created_at":"2026-07-05T11:13:36Z"},{"alias_kind":"pith_short_12","alias_value":"UGFPTJDZ5HKD","created_at":"2026-07-05T11:13:36Z"},{"alias_kind":"pith_short_16","alias_value":"UGFPTJDZ5HKDA7RE","created_at":"2026-07-05T11:13:36Z"},{"alias_kind":"pith_short_8","alias_value":"UGFPTJDZ","created_at":"2026-07-05T11:13:36Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2025:UGFPTJDZ5HKDA7RERMJRWDC3TF","target":"record","payload":{"canonical_record":{"source":{"id":"2506.00549","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2025-05-31T13:12:35Z","cross_cats_sorted":["cs.AI"],"title_canon_sha256":"29ebc016bf119a738e656b7ed4beed6297a57ca6c67f65ba923f90d3e2e4837b","abstract_canon_sha256":"a3e14d0d91c58976621577a6943d5da54c199843e0e43d2f5ac5a36cac2bff4b"},"schema_version":"1.0"},"canonical_sha256":"a18af9a479e9d4307e248b131b0c5b99711c6f505221a69e9923a34962bb0a15","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T11:13:36.814369Z","signature_b64":"cjTaZt40d1T+D62is1Fn0zVuv1pKtJyQjMoTgiz9KVOp4aHo9hXSr1fFHFnjpLyRYOmcM4PfFcz9hcYM7kttBA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"a18af9a479e9d4307e248b131b0c5b99711c6f505221a69e9923a34962bb0a15","last_reissued_at":"2026-07-05T11:13:36.813962Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T11:13:36.813962Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2506.00549","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":"2026-07-05T11:13:36Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"7YOQRKOuejTCZyKcnr9pdagsq0U6cq3h7I3478Ed3Rp/btNor2oNyYhsUjrk0WOHzA1u9ZjYG0wk47W2yIYwDw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-08T01:11:03.889455Z"},"content_sha256":"b2c37d28e4c1158e3b56803948b5181487b9be73e343cb403f215048ad7d4a7b","schema_version":"1.0","event_id":"sha256:b2c37d28e4c1158e3b56803948b5181487b9be73e343cb403f215048ad7d4a7b"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2025:UGFPTJDZ5HKDA7RERMJRWDC3TF","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Towards Multi-dimensional Evaluation of LLM Summarization across Domains and Languages","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.AI"],"primary_cat":"cs.CL","authors_text":"Hang Su, Hwanjun Song, Hyangsuk Min, Jason Cai, Jiaqi Deng, Minjeong Ban, Nicole Hee-Yeon Kim, Taewon Yun, Yuho Lee","submitted_at":"2025-05-31T13:12:35Z","abstract_excerpt":"Evaluation frameworks for text summarization have evolved in terms of both domain coverage and metrics. However, existing benchmarks still lack domain-specific assessment criteria, remain predominantly English-centric, and face challenges with human annotation due to the complexity of reasoning. To address these, we introduce MSumBench, which provides a multi-dimensional, multi-domain evaluation of summarization in English and Chinese. It also incorporates specialized assessment criteria for each domain and leverages a multi-agent debate system to enhance annotation quality. By evaluating eigh"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2506.00549","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/2506.00549/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":"2026-07-05T11:13:36Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"yI6EfqUtUZ1scl1HEfSpTbczZij7BWXR271UFXMK3j22USeWjXmFVuD2u/fcSXD1GizfUW1uRO82QD4RviDOCA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-08T01:11:03.889955Z"},"content_sha256":"b5dde12eebdbbc7df433dc9c1e55e69cd944f96eb75edb2bf11634850c44e1f1","schema_version":"1.0","event_id":"sha256:b5dde12eebdbbc7df433dc9c1e55e69cd944f96eb75edb2bf11634850c44e1f1"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/UGFPTJDZ5HKDA7RERMJRWDC3TF/bundle.json","state_url":"https://pith.science/pith/UGFPTJDZ5HKDA7RERMJRWDC3TF/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/UGFPTJDZ5HKDA7RERMJRWDC3TF/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":"2026-08-08T01:11:03Z","links":{"resolver":"https://pith.science/pith/UGFPTJDZ5HKDA7RERMJRWDC3TF","bundle":"https://pith.science/pith/UGFPTJDZ5HKDA7RERMJRWDC3TF/bundle.json","state":"https://pith.science/pith/UGFPTJDZ5HKDA7RERMJRWDC3TF/state.json","well_known_bundle":"https://pith.science/.well-known/pith/UGFPTJDZ5HKDA7RERMJRWDC3TF/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:UGFPTJDZ5HKDA7RERMJRWDC3TF","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":"a3e14d0d91c58976621577a6943d5da54c199843e0e43d2f5ac5a36cac2bff4b","cross_cats_sorted":["cs.AI"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2025-05-31T13:12:35Z","title_canon_sha256":"29ebc016bf119a738e656b7ed4beed6297a57ca6c67f65ba923f90d3e2e4837b"},"schema_version":"1.0","source":{"id":"2506.00549","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2506.00549","created_at":"2026-07-05T11:13:36Z"},{"alias_kind":"arxiv_version","alias_value":"2506.00549v1","created_at":"2026-07-05T11:13:36Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2506.00549","created_at":"2026-07-05T11:13:36Z"},{"alias_kind":"pith_short_12","alias_value":"UGFPTJDZ5HKD","created_at":"2026-07-05T11:13:36Z"},{"alias_kind":"pith_short_16","alias_value":"UGFPTJDZ5HKDA7RE","created_at":"2026-07-05T11:13:36Z"},{"alias_kind":"pith_short_8","alias_value":"UGFPTJDZ","created_at":"2026-07-05T11:13:36Z"}],"graph_snapshots":[{"event_id":"sha256:b5dde12eebdbbc7df433dc9c1e55e69cd944f96eb75edb2bf11634850c44e1f1","target":"graph","created_at":"2026-07-05T11:13:36Z","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/2506.00549/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Evaluation frameworks for text summarization have evolved in terms of both domain coverage and metrics. However, existing benchmarks still lack domain-specific assessment criteria, remain predominantly English-centric, and face challenges with human annotation due to the complexity of reasoning. To address these, we introduce MSumBench, which provides a multi-dimensional, multi-domain evaluation of summarization in English and Chinese. It also incorporates specialized assessment criteria for each domain and leverages a multi-agent debate system to enhance annotation quality. By evaluating eigh","authors_text":"Hang Su, Hwanjun Song, Hyangsuk Min, Jason Cai, Jiaqi Deng, Minjeong Ban, Nicole Hee-Yeon Kim, Taewon Yun, Yuho Lee","cross_cats":["cs.AI"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2025-05-31T13:12:35Z","title":"Towards Multi-dimensional Evaluation of LLM Summarization across Domains and Languages"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2506.00549","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:b2c37d28e4c1158e3b56803948b5181487b9be73e343cb403f215048ad7d4a7b","target":"record","created_at":"2026-07-05T11:13:36Z","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":"a3e14d0d91c58976621577a6943d5da54c199843e0e43d2f5ac5a36cac2bff4b","cross_cats_sorted":["cs.AI"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2025-05-31T13:12:35Z","title_canon_sha256":"29ebc016bf119a738e656b7ed4beed6297a57ca6c67f65ba923f90d3e2e4837b"},"schema_version":"1.0","source":{"id":"2506.00549","kind":"arxiv","version":1}},"canonical_sha256":"a18af9a479e9d4307e248b131b0c5b99711c6f505221a69e9923a34962bb0a15","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"a18af9a479e9d4307e248b131b0c5b99711c6f505221a69e9923a34962bb0a15","first_computed_at":"2026-07-05T11:13:36.813962Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T11:13:36.813962Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"cjTaZt40d1T+D62is1Fn0zVuv1pKtJyQjMoTgiz9KVOp4aHo9hXSr1fFHFnjpLyRYOmcM4PfFcz9hcYM7kttBA==","signature_status":"signed_v1","signed_at":"2026-07-05T11:13:36.814369Z","signed_message":"canonical_sha256_bytes"},"source_id":"2506.00549","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:b2c37d28e4c1158e3b56803948b5181487b9be73e343cb403f215048ad7d4a7b","sha256:b5dde12eebdbbc7df433dc9c1e55e69cd944f96eb75edb2bf11634850c44e1f1"],"state_sha256":"7788a18a1dc675b59d6600be69639a6045bb1bdd9a28c9049c9b957e115398ae"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"HhwV0DPYCuMgAddaJmG2Fxpuz+H4ROhWqumo4qrH8ACJIweNycKe9jHzPRsJA8xYtsjVdn7jj4pPSc0VzK3bAw==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-08T01:11:03.893694Z","bundle_sha256":"a03cc6026b8037997bd08d04db5da91d6c218818927b5341506f0311f5498c5d"}}