{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2025:RT7WPGQRIB5VLF76QCHE2UGNZU","short_pith_number":"pith:RT7WPGQR","canonical_record":{"source":{"id":"2506.04363","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2025-06-04T18:22:40Z","cross_cats_sorted":[],"title_canon_sha256":"fefab329ed3da970784f0edd647f8f226bfa7aac41f15765e3a083b187b91cac","abstract_canon_sha256":"ad344c36c5693d0d611b27d106c62f23b33487ef9fb00c7ffe0b8a813f9294d8"},"schema_version":"1.0"},"canonical_sha256":"8cff679a11407b5597fe808e4d50cdcd31a53fe00b8f63de410e35b5dbf7a846","source":{"kind":"arxiv","id":"2506.04363","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2506.04363","created_at":"2026-07-05T11:16:13Z"},{"alias_kind":"arxiv_version","alias_value":"2506.04363v1","created_at":"2026-07-05T11:16:13Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2506.04363","created_at":"2026-07-05T11:16:13Z"},{"alias_kind":"pith_short_12","alias_value":"RT7WPGQRIB5V","created_at":"2026-07-05T11:16:13Z"},{"alias_kind":"pith_short_16","alias_value":"RT7WPGQRIB5VLF76","created_at":"2026-07-05T11:16:13Z"},{"alias_kind":"pith_short_8","alias_value":"RT7WPGQR","created_at":"2026-07-05T11:16:13Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2025:RT7WPGQRIB5VLF76QCHE2UGNZU","target":"record","payload":{"canonical_record":{"source":{"id":"2506.04363","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2025-06-04T18:22:40Z","cross_cats_sorted":[],"title_canon_sha256":"fefab329ed3da970784f0edd647f8f226bfa7aac41f15765e3a083b187b91cac","abstract_canon_sha256":"ad344c36c5693d0d611b27d106c62f23b33487ef9fb00c7ffe0b8a813f9294d8"},"schema_version":"1.0"},"canonical_sha256":"8cff679a11407b5597fe808e4d50cdcd31a53fe00b8f63de410e35b5dbf7a846","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T11:16:13.315466Z","signature_b64":"fakerr97UBGzauzKfM2gu3TNrd2odFNZAAtYdZv9MiFjcyBixL7jFZKi4G+xZ2SdkvlQdhyzzkCo9F5QhfbzCQ==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"8cff679a11407b5597fe808e4d50cdcd31a53fe00b8f63de410e35b5dbf7a846","last_reissued_at":"2026-07-05T11:16:13.314884Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T11:16:13.314884Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2506.04363","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":"2026-07-05T11:16:13Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"hptba3bcy/Qp0s7YvNFNQErYMaeH26qXpj+59jiTs6ElXl/hjPkBfsAOwK8Xu2LRfUeCRk9yKljHj2L8e2HRDw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-07T21:29:46.090882Z"},"content_sha256":"f2ac50d0ecb0029915c0484f4545286ddb72ee03364aaa3514b389e522c29e03","schema_version":"1.0","event_id":"sha256:f2ac50d0ecb0029915c0484f4545286ddb72ee03364aaa3514b389e522c29e03"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2025:RT7WPGQRIB5VLF76QCHE2UGNZU","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"WorldPrediction: A Benchmark for High-level World Modeling and Long-horizon Procedural Planning","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":[],"primary_cat":"cs.CV","authors_text":"Delong Chen, Pascale Fung, Willy Chung, Yejin Bang, Ziwei Ji","submitted_at":"2025-06-04T18:22:40Z","abstract_excerpt":"Humans are known to have an internal \"world model\" that enables us to carry out action planning based on world states. AI agents need to have such a world model for action planning as well. It is not clear how current AI models, especially generative models, are able to learn such world models and carry out procedural planning in diverse environments. We introduce WorldPrediction, a video-based benchmark for evaluating world modeling and procedural planning capabilities of different AI models. In contrast to prior benchmarks that focus primarily on low-level world modeling and robotic motion p"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2506.04363","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/2506.04363/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":"2026-07-05T11:16:13Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"g28DTLOPuSj9H7eaf1Set/CRXRgCaCAEpdc41ffmZVXXyLnxO5cR5MJLAU2c1Dp0r2XM8s2VMEpzPmtf6fcDAw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-07T21:29:46.091385Z"},"content_sha256":"df5c50fdb6643e1c6bc820763a65d7a4e72cb83e4377a2082ff095038872cb72","schema_version":"1.0","event_id":"sha256:df5c50fdb6643e1c6bc820763a65d7a4e72cb83e4377a2082ff095038872cb72"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/RT7WPGQRIB5VLF76QCHE2UGNZU/bundle.json","state_url":"https://pith.science/pith/RT7WPGQRIB5VLF76QCHE2UGNZU/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/RT7WPGQRIB5VLF76QCHE2UGNZU/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":"2026-08-07T21:29:46Z","links":{"resolver":"https://pith.science/pith/RT7WPGQRIB5VLF76QCHE2UGNZU","bundle":"https://pith.science/pith/RT7WPGQRIB5VLF76QCHE2UGNZU/bundle.json","state":"https://pith.science/pith/RT7WPGQRIB5VLF76QCHE2UGNZU/state.json","well_known_bundle":"https://pith.science/.well-known/pith/RT7WPGQRIB5VLF76QCHE2UGNZU/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:RT7WPGQRIB5VLF76QCHE2UGNZU","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":"ad344c36c5693d0d611b27d106c62f23b33487ef9fb00c7ffe0b8a813f9294d8","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2025-06-04T18:22:40Z","title_canon_sha256":"fefab329ed3da970784f0edd647f8f226bfa7aac41f15765e3a083b187b91cac"},"schema_version":"1.0","source":{"id":"2506.04363","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2506.04363","created_at":"2026-07-05T11:16:13Z"},{"alias_kind":"arxiv_version","alias_value":"2506.04363v1","created_at":"2026-07-05T11:16:13Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2506.04363","created_at":"2026-07-05T11:16:13Z"},{"alias_kind":"pith_short_12","alias_value":"RT7WPGQRIB5V","created_at":"2026-07-05T11:16:13Z"},{"alias_kind":"pith_short_16","alias_value":"RT7WPGQRIB5VLF76","created_at":"2026-07-05T11:16:13Z"},{"alias_kind":"pith_short_8","alias_value":"RT7WPGQR","created_at":"2026-07-05T11:16:13Z"}],"graph_snapshots":[{"event_id":"sha256:df5c50fdb6643e1c6bc820763a65d7a4e72cb83e4377a2082ff095038872cb72","target":"graph","created_at":"2026-07-05T11:16:13Z","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/2506.04363/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Humans are known to have an internal \"world model\" that enables us to carry out action planning based on world states. AI agents need to have such a world model for action planning as well. It is not clear how current AI models, especially generative models, are able to learn such world models and carry out procedural planning in diverse environments. We introduce WorldPrediction, a video-based benchmark for evaluating world modeling and procedural planning capabilities of different AI models. In contrast to prior benchmarks that focus primarily on low-level world modeling and robotic motion p","authors_text":"Delong Chen, Pascale Fung, Willy Chung, Yejin Bang, Ziwei Ji","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2025-06-04T18:22:40Z","title":"WorldPrediction: A Benchmark for High-level World Modeling and Long-horizon Procedural Planning"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2506.04363","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:f2ac50d0ecb0029915c0484f4545286ddb72ee03364aaa3514b389e522c29e03","target":"record","created_at":"2026-07-05T11:16:13Z","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":"ad344c36c5693d0d611b27d106c62f23b33487ef9fb00c7ffe0b8a813f9294d8","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2025-06-04T18:22:40Z","title_canon_sha256":"fefab329ed3da970784f0edd647f8f226bfa7aac41f15765e3a083b187b91cac"},"schema_version":"1.0","source":{"id":"2506.04363","kind":"arxiv","version":1}},"canonical_sha256":"8cff679a11407b5597fe808e4d50cdcd31a53fe00b8f63de410e35b5dbf7a846","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"8cff679a11407b5597fe808e4d50cdcd31a53fe00b8f63de410e35b5dbf7a846","first_computed_at":"2026-07-05T11:16:13.314884Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T11:16:13.314884Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"fakerr97UBGzauzKfM2gu3TNrd2odFNZAAtYdZv9MiFjcyBixL7jFZKi4G+xZ2SdkvlQdhyzzkCo9F5QhfbzCQ==","signature_status":"signed_v1","signed_at":"2026-07-05T11:16:13.315466Z","signed_message":"canonical_sha256_bytes"},"source_id":"2506.04363","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:f2ac50d0ecb0029915c0484f4545286ddb72ee03364aaa3514b389e522c29e03","sha256:df5c50fdb6643e1c6bc820763a65d7a4e72cb83e4377a2082ff095038872cb72"],"state_sha256":"fd84b7404ff5bf8ea7b251e8f2d94ff7b79892eded037da617fca6fed93f0be5"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"zKo7H//0uD/BBH46f4gkMr+EJjFmhl4ZTrG4ZH2Fra13niuJvY0x+BmUSiXSKjDop8ScR6HR2BmNWpj2V8gkBg==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-07T21:29:46.097135Z","bundle_sha256":"74590d59826f198b20a01e5e9f7042e5d11a10229f9ba13d285e6415b720251d"}}