{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2026:R53E6NMPV7C456QKTXQ24J3DD5","short_pith_number":"pith:R53E6NMP","canonical_record":{"source":{"id":"2602.11745","kind":"arxiv","version":2},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AI","submitted_at":"2026-02-12T09:16:44Z","cross_cats_sorted":[],"title_canon_sha256":"ad9fe5627bd1801c681916dc70c0fcf681a9af877455dbb19e9bd52b0bf6c16d","abstract_canon_sha256":"ac5e9c9354639be8a24f94a85608256b1891e52e68ce9d13a349b2e458bf96e4"},"schema_version":"1.0"},"canonical_sha256":"8f764f358fafc5cefa0a9de1ae27631f54152f989a165bb2b33c63023e0b8563","source":{"kind":"arxiv","id":"2602.11745","version":2},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2602.11745","created_at":"2026-08-06T01:17:41Z"},{"alias_kind":"arxiv_version","alias_value":"2602.11745v2","created_at":"2026-08-06T01:17:41Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2602.11745","created_at":"2026-08-06T01:17:41Z"},{"alias_kind":"pith_short_12","alias_value":"R53E6NMPV7C4","created_at":"2026-08-06T01:17:41Z"},{"alias_kind":"pith_short_16","alias_value":"R53E6NMPV7C456QK","created_at":"2026-08-06T01:17:41Z"},{"alias_kind":"pith_short_8","alias_value":"R53E6NMP","created_at":"2026-08-06T01:17:41Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2026:R53E6NMPV7C456QKTXQ24J3DD5","target":"record","payload":{"canonical_record":{"source":{"id":"2602.11745","kind":"arxiv","version":2},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AI","submitted_at":"2026-02-12T09:16:44Z","cross_cats_sorted":[],"title_canon_sha256":"ad9fe5627bd1801c681916dc70c0fcf681a9af877455dbb19e9bd52b0bf6c16d","abstract_canon_sha256":"ac5e9c9354639be8a24f94a85608256b1891e52e68ce9d13a349b2e458bf96e4"},"schema_version":"1.0"},"canonical_sha256":"8f764f358fafc5cefa0a9de1ae27631f54152f989a165bb2b33c63023e0b8563","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-08-06T01:17:41.467601Z","signature_b64":"FDoLtQJ50h4Ur97akf6ZA0FSAPaQwP1zYe9zlGBMnoO8iq2v5Y+7Ks3TtwPW4q66+J55v63JWQUKq6ouSFrOAA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"8f764f358fafc5cefa0a9de1ae27631f54152f989a165bb2b33c63023e0b8563","last_reissued_at":"2026-08-06T01:17:41.463173Z","signature_status":"signed_v1","first_computed_at":"2026-08-06T01:17:41.463173Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2602.11745","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":"2026-08-06T01:17:41Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"Ih6nDTNP0qWcTp+4zrdT5W7jRFPo6fHxgL5CUIpNxokeloMVgLP7MtQdODfvNBj5V4B2Xhp+GWkVratEch7JAw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-22T13:51:42.576399Z"},"content_sha256":"b9ae0e1e0712c07ff695f97d63de85cce451c509dba7372972fc3f4dc64c4e97","schema_version":"1.0","event_id":"sha256:b9ae0e1e0712c07ff695f97d63de85cce451c509dba7372972fc3f4dc64c4e97"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2026:R53E6NMPV7C456QKTXQ24J3DD5","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Text2GraphQuery-Bench: A Text to Graph Query Benchmark","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":[],"primary_cat":"cs.AI","authors_text":"Ayoub Moussaid, Chenhao Ma, Heng Lin, Jiajun Zheng, Jirong Liu, Juelu Zhang, Lujie Ban, Nan Tang, Oskar van Rest, Shipeng Qi, Songlin Lyu, Tianqi Luo, Yongchao Liu, Zhan Qiu, Zihang Wu","submitted_at":"2026-02-12T09:16:44Z","abstract_excerpt":"Graph models are fundamental to data analysis in domains rich with complex relationships. Unlike SQL, which benefits from a rel- atively unified standard and widespread familiarity, graph query languages are diverse (e.g., Cypher, GQL, SQL/PGQ) and far less fa- miliar to most users, making them significantly harder to learn and use. Text-to-Graph-Query systems address this barrier by trans- lating natural language into executable graph queries, enabling LLMs to serve as interfaces for Graph Database Management Systems (GDBMS). Existing benchmarks are limited in language coverage, rely on rigid"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2602.11745","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/2602.11745/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":"2026-08-06T01:17:41Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"sXQGyUw6g5WqWhw5ZcbiUwhv10GdbJqapFaD60yxZ/l8jsOuRWelI88FD9GnRzjepLrlRrSmbVsic1MzWU2nCQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-22T13:51:42.577298Z"},"content_sha256":"d878a21ea41360a71e429f114e1314bf7819506ffd3b637b11adefcbb7468763","schema_version":"1.0","event_id":"sha256:d878a21ea41360a71e429f114e1314bf7819506ffd3b637b11adefcbb7468763"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/R53E6NMPV7C456QKTXQ24J3DD5/bundle.json","state_url":"https://pith.science/pith/R53E6NMPV7C456QKTXQ24J3DD5/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/R53E6NMPV7C456QKTXQ24J3DD5/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":"2026-08-22T13:51:42Z","links":{"resolver":"https://pith.science/pith/R53E6NMPV7C456QKTXQ24J3DD5","bundle":"https://pith.science/pith/R53E6NMPV7C456QKTXQ24J3DD5/bundle.json","state":"https://pith.science/pith/R53E6NMPV7C456QKTXQ24J3DD5/state.json","well_known_bundle":"https://pith.science/.well-known/pith/R53E6NMPV7C456QKTXQ24J3DD5/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:R53E6NMPV7C456QKTXQ24J3DD5","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":"ac5e9c9354639be8a24f94a85608256b1891e52e68ce9d13a349b2e458bf96e4","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AI","submitted_at":"2026-02-12T09:16:44Z","title_canon_sha256":"ad9fe5627bd1801c681916dc70c0fcf681a9af877455dbb19e9bd52b0bf6c16d"},"schema_version":"1.0","source":{"id":"2602.11745","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2602.11745","created_at":"2026-08-06T01:17:41Z"},{"alias_kind":"arxiv_version","alias_value":"2602.11745v2","created_at":"2026-08-06T01:17:41Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2602.11745","created_at":"2026-08-06T01:17:41Z"},{"alias_kind":"pith_short_12","alias_value":"R53E6NMPV7C4","created_at":"2026-08-06T01:17:41Z"},{"alias_kind":"pith_short_16","alias_value":"R53E6NMPV7C456QK","created_at":"2026-08-06T01:17:41Z"},{"alias_kind":"pith_short_8","alias_value":"R53E6NMP","created_at":"2026-08-06T01:17:41Z"}],"graph_snapshots":[{"event_id":"sha256:d878a21ea41360a71e429f114e1314bf7819506ffd3b637b11adefcbb7468763","target":"graph","created_at":"2026-08-06T01:17:41Z","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/2602.11745/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Graph models are fundamental to data analysis in domains rich with complex relationships. Unlike SQL, which benefits from a rel- atively unified standard and widespread familiarity, graph query languages are diverse (e.g., Cypher, GQL, SQL/PGQ) and far less fa- miliar to most users, making them significantly harder to learn and use. Text-to-Graph-Query systems address this barrier by trans- lating natural language into executable graph queries, enabling LLMs to serve as interfaces for Graph Database Management Systems (GDBMS). Existing benchmarks are limited in language coverage, rely on rigid","authors_text":"Ayoub Moussaid, Chenhao Ma, Heng Lin, Jiajun Zheng, Jirong Liu, Juelu Zhang, Lujie Ban, Nan Tang, Oskar van Rest, Shipeng Qi, Songlin Lyu, Tianqi Luo, Yongchao Liu, Zhan Qiu, Zihang Wu","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AI","submitted_at":"2026-02-12T09:16:44Z","title":"Text2GraphQuery-Bench: A Text to Graph Query Benchmark"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2602.11745","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:b9ae0e1e0712c07ff695f97d63de85cce451c509dba7372972fc3f4dc64c4e97","target":"record","created_at":"2026-08-06T01:17:41Z","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":"ac5e9c9354639be8a24f94a85608256b1891e52e68ce9d13a349b2e458bf96e4","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AI","submitted_at":"2026-02-12T09:16:44Z","title_canon_sha256":"ad9fe5627bd1801c681916dc70c0fcf681a9af877455dbb19e9bd52b0bf6c16d"},"schema_version":"1.0","source":{"id":"2602.11745","kind":"arxiv","version":2}},"canonical_sha256":"8f764f358fafc5cefa0a9de1ae27631f54152f989a165bb2b33c63023e0b8563","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"8f764f358fafc5cefa0a9de1ae27631f54152f989a165bb2b33c63023e0b8563","first_computed_at":"2026-08-06T01:17:41.463173Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-08-06T01:17:41.463173Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"FDoLtQJ50h4Ur97akf6ZA0FSAPaQwP1zYe9zlGBMnoO8iq2v5Y+7Ks3TtwPW4q66+J55v63JWQUKq6ouSFrOAA==","signature_status":"signed_v1","signed_at":"2026-08-06T01:17:41.467601Z","signed_message":"canonical_sha256_bytes"},"source_id":"2602.11745","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:b9ae0e1e0712c07ff695f97d63de85cce451c509dba7372972fc3f4dc64c4e97","sha256:d878a21ea41360a71e429f114e1314bf7819506ffd3b637b11adefcbb7468763"],"state_sha256":"7a49302930b8ec199ccff52a19842774fd54e4a3bb5b19edd30b41c82671ef29"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"yvbA12VvpzRfF4qaTHzrVEuVSinunllgn60++FOQmZRKNjGIEV3kXjsltKSWa6CowrRU0ev30O5BblrfTlj6Dw==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-22T13:51:42.581772Z","bundle_sha256":"40d8b9339a257feeea67634d167f24a51689f50dee2473f6bc9b0a060959d6ab"}}