{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2023:XPZMQSM6TWIZWKFFV6NNEYUU7W","short_pith_number":"pith:XPZMQSM6","canonical_record":{"source":{"id":"2310.08367","kind":"arxiv","version":4},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2023-10-12T14:38:25Z","cross_cats_sorted":["cs.CL","cs.CV","cs.LG"],"title_canon_sha256":"81a6ba10a5c976bf26888a1e85a9271d7b38574f266e9f31e95e33921c20bb88","abstract_canon_sha256":"891cc025193bb6fb25924204c29ce8e1658a6b4fd8eaf5eafe45685f7436bdce"},"schema_version":"1.0"},"canonical_sha256":"bbf2c8499e9d919b28a5af9ad26294fd84ba840cf9cadec755a2510fd559fd45","source":{"kind":"arxiv","id":"2310.08367","version":4},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2310.08367","created_at":"2026-07-05T11:14:22Z"},{"alias_kind":"arxiv_version","alias_value":"2310.08367v4","created_at":"2026-07-05T11:14:22Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2310.08367","created_at":"2026-07-05T11:14:22Z"},{"alias_kind":"pith_short_12","alias_value":"XPZMQSM6TWIZ","created_at":"2026-07-05T11:14:22Z"},{"alias_kind":"pith_short_16","alias_value":"XPZMQSM6TWIZWKFF","created_at":"2026-07-05T11:14:22Z"},{"alias_kind":"pith_short_8","alias_value":"XPZMQSM6","created_at":"2026-07-05T11:14:22Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2023:XPZMQSM6TWIZWKFFV6NNEYUU7W","target":"record","payload":{"canonical_record":{"source":{"id":"2310.08367","kind":"arxiv","version":4},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2023-10-12T14:38:25Z","cross_cats_sorted":["cs.CL","cs.CV","cs.LG"],"title_canon_sha256":"81a6ba10a5c976bf26888a1e85a9271d7b38574f266e9f31e95e33921c20bb88","abstract_canon_sha256":"891cc025193bb6fb25924204c29ce8e1658a6b4fd8eaf5eafe45685f7436bdce"},"schema_version":"1.0"},"canonical_sha256":"bbf2c8499e9d919b28a5af9ad26294fd84ba840cf9cadec755a2510fd559fd45","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T11:14:22.749740Z","signature_b64":"v0lePqAyDhCvxzA9YyvE9cdVgFAZYazoeMITBfDjmJBklYsDoc05Q0K5h+GRodeAOWGI+J2wYNVcykNcr89gBw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"bbf2c8499e9d919b28a5af9ad26294fd84ba840cf9cadec755a2510fd559fd45","last_reissued_at":"2026-07-05T11:14:22.749254Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T11:14:22.749254Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2310.08367","source_version":4,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T11:14:22Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"WMVY4rdaBpEQPW4TfcQWcQbZVgN2HtwzgF+h7cVuJuZBEscYcHn31Bg3Ov5HbUjuUYKbC3u1A+jC2VguQnUKBg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-13T15:39:15.202505Z"},"content_sha256":"2c797409235a00835c44775e368ae03528c6fe9fd65a7975e609357e88f4f97d","schema_version":"1.0","event_id":"sha256:2c797409235a00835c44775e368ae03528c6fe9fd65a7975e609357e88f4f97d"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2023:XPZMQSM6TWIZWKFFV6NNEYUU7W","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"MCU: An Evaluation Framework for Open-Ended Game Agents","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.CL","cs.CV","cs.LG"],"primary_cat":"cs.AI","authors_text":"Haowei Lin, Kaichen He, Xinyue Zheng, Yitao Liang, Zihao Wang, Zilong Zheng","submitted_at":"2023-10-12T14:38:25Z","abstract_excerpt":"Developing AI agents capable of interacting with open-world environments to solve diverse tasks is a compelling challenge. However, evaluating such open-ended agents remains difficult, with current benchmarks facing scalability limitations. To address this, we introduce Minecraft Universe (MCU), a comprehensive evaluation framework set within the open-world video game Minecraft. MCU incorporates three key components: (1) an expanding collection of 3,452 composable atomic tasks that encompasses 11 major categories and 41 subcategories of challenges; (2) a task composition mechanism capable of g"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2310.08367","kind":"arxiv","version":4},"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/2310.08367/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":"2026-07-05T11:14:22Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"qHvD7KrvFbL14+CgEVhkWyyH0Ib18U3Q2r5IAFDJ++LUCQj+Her/i+onhklvb2mLBnxkkDwXeBLRtvum6Hp1Dw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-13T15:39:15.203514Z"},"content_sha256":"40fffc914a1a66d1d81c59763a0e67cb2d6fbfd8e9f5cc89d6062ecd7d90e85f","schema_version":"1.0","event_id":"sha256:40fffc914a1a66d1d81c59763a0e67cb2d6fbfd8e9f5cc89d6062ecd7d90e85f"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/XPZMQSM6TWIZWKFFV6NNEYUU7W/bundle.json","state_url":"https://pith.science/pith/XPZMQSM6TWIZWKFFV6NNEYUU7W/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/XPZMQSM6TWIZWKFFV6NNEYUU7W/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":"2026-08-13T15:39:15Z","links":{"resolver":"https://pith.science/pith/XPZMQSM6TWIZWKFFV6NNEYUU7W","bundle":"https://pith.science/pith/XPZMQSM6TWIZWKFFV6NNEYUU7W/bundle.json","state":"https://pith.science/pith/XPZMQSM6TWIZWKFFV6NNEYUU7W/state.json","well_known_bundle":"https://pith.science/.well-known/pith/XPZMQSM6TWIZWKFFV6NNEYUU7W/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2023:XPZMQSM6TWIZWKFFV6NNEYUU7W","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":"891cc025193bb6fb25924204c29ce8e1658a6b4fd8eaf5eafe45685f7436bdce","cross_cats_sorted":["cs.CL","cs.CV","cs.LG"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2023-10-12T14:38:25Z","title_canon_sha256":"81a6ba10a5c976bf26888a1e85a9271d7b38574f266e9f31e95e33921c20bb88"},"schema_version":"1.0","source":{"id":"2310.08367","kind":"arxiv","version":4}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2310.08367","created_at":"2026-07-05T11:14:22Z"},{"alias_kind":"arxiv_version","alias_value":"2310.08367v4","created_at":"2026-07-05T11:14:22Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2310.08367","created_at":"2026-07-05T11:14:22Z"},{"alias_kind":"pith_short_12","alias_value":"XPZMQSM6TWIZ","created_at":"2026-07-05T11:14:22Z"},{"alias_kind":"pith_short_16","alias_value":"XPZMQSM6TWIZWKFF","created_at":"2026-07-05T11:14:22Z"},{"alias_kind":"pith_short_8","alias_value":"XPZMQSM6","created_at":"2026-07-05T11:14:22Z"}],"graph_snapshots":[{"event_id":"sha256:40fffc914a1a66d1d81c59763a0e67cb2d6fbfd8e9f5cc89d6062ecd7d90e85f","target":"graph","created_at":"2026-07-05T11:14:22Z","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/2310.08367/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Developing AI agents capable of interacting with open-world environments to solve diverse tasks is a compelling challenge. However, evaluating such open-ended agents remains difficult, with current benchmarks facing scalability limitations. To address this, we introduce Minecraft Universe (MCU), a comprehensive evaluation framework set within the open-world video game Minecraft. MCU incorporates three key components: (1) an expanding collection of 3,452 composable atomic tasks that encompasses 11 major categories and 41 subcategories of challenges; (2) a task composition mechanism capable of g","authors_text":"Haowei Lin, Kaichen He, Xinyue Zheng, Yitao Liang, Zihao Wang, Zilong Zheng","cross_cats":["cs.CL","cs.CV","cs.LG"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2023-10-12T14:38:25Z","title":"MCU: An Evaluation Framework for Open-Ended Game Agents"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2310.08367","kind":"arxiv","version":4},"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":"sha256:2c797409235a00835c44775e368ae03528c6fe9fd65a7975e609357e88f4f97d","target":"record","created_at":"2026-07-05T11:14:22Z","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":"891cc025193bb6fb25924204c29ce8e1658a6b4fd8eaf5eafe45685f7436bdce","cross_cats_sorted":["cs.CL","cs.CV","cs.LG"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2023-10-12T14:38:25Z","title_canon_sha256":"81a6ba10a5c976bf26888a1e85a9271d7b38574f266e9f31e95e33921c20bb88"},"schema_version":"1.0","source":{"id":"2310.08367","kind":"arxiv","version":4}},"canonical_sha256":"bbf2c8499e9d919b28a5af9ad26294fd84ba840cf9cadec755a2510fd559fd45","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"bbf2c8499e9d919b28a5af9ad26294fd84ba840cf9cadec755a2510fd559fd45","first_computed_at":"2026-07-05T11:14:22.749254Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T11:14:22.749254Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"v0lePqAyDhCvxzA9YyvE9cdVgFAZYazoeMITBfDjmJBklYsDoc05Q0K5h+GRodeAOWGI+J2wYNVcykNcr89gBw==","signature_status":"signed_v1","signed_at":"2026-07-05T11:14:22.749740Z","signed_message":"canonical_sha256_bytes"},"source_id":"2310.08367","source_kind":"arxiv","source_version":4}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:2c797409235a00835c44775e368ae03528c6fe9fd65a7975e609357e88f4f97d","sha256:40fffc914a1a66d1d81c59763a0e67cb2d6fbfd8e9f5cc89d6062ecd7d90e85f"],"state_sha256":"5a5a247653c25958685a17f04987daf50a16afdcfcb75872f946cd36fa2c3b55"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"eNLSLX+EBru0fTBTFvhwqPZA9qnKJO/6czqz5lhgHQmXXYu3P17UnptkyF+cgyU4p9SUOvkmTxhkp9DHzIFJDA==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-13T15:39:15.214639Z","bundle_sha256":"bb827c4bccdaf6101abbb4c34522736826e9f437b667fbbc4adf3497d737d71a"}}