{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2026:5ABTJAMEZUR5P6ZYM75XCKRTGK","short_pith_number":"pith:5ABTJAME","canonical_record":{"source":{"id":"2605.31514","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.CL","submitted_at":"2026-05-29T16:31:31Z","cross_cats_sorted":["cs.AI","cs.CY"],"title_canon_sha256":"cce80461bcdfad6f399d6801481cb69f124bd819ff4c7be9ad75001f89d46015","abstract_canon_sha256":"31b43c85d7ce7b774c37627a24aede93b1c8ff30bd7961cbf07c33a301be1a66"},"schema_version":"1.0"},"canonical_sha256":"e803348184cd23d7fb3867fb712a3332b204d15a48536ca00067fed9d05bdb4d","source":{"kind":"arxiv","id":"2605.31514","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2605.31514","created_at":"2026-06-01T02:04:10Z"},{"alias_kind":"arxiv_version","alias_value":"2605.31514v1","created_at":"2026-06-01T02:04:10Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2605.31514","created_at":"2026-06-01T02:04:10Z"},{"alias_kind":"pith_short_12","alias_value":"5ABTJAMEZUR5","created_at":"2026-06-01T02:04:10Z"},{"alias_kind":"pith_short_16","alias_value":"5ABTJAMEZUR5P6ZY","created_at":"2026-06-01T02:04:10Z"},{"alias_kind":"pith_short_8","alias_value":"5ABTJAME","created_at":"2026-06-01T02:04:10Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2026:5ABTJAMEZUR5P6ZYM75XCKRTGK","target":"record","payload":{"canonical_record":{"source":{"id":"2605.31514","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.CL","submitted_at":"2026-05-29T16:31:31Z","cross_cats_sorted":["cs.AI","cs.CY"],"title_canon_sha256":"cce80461bcdfad6f399d6801481cb69f124bd819ff4c7be9ad75001f89d46015","abstract_canon_sha256":"31b43c85d7ce7b774c37627a24aede93b1c8ff30bd7961cbf07c33a301be1a66"},"schema_version":"1.0"},"canonical_sha256":"e803348184cd23d7fb3867fb712a3332b204d15a48536ca00067fed9d05bdb4d","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-06-01T02:04:10.265758Z","signature_b64":"50AwMHgwZETocRcveKJC4ScI4AJGQVA7U4lZW5dRvyud+aWTnYSA762x0vCTE8oq5vjM0N6BskzCbqWjR4JqBQ==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"e803348184cd23d7fb3867fb712a3332b204d15a48536ca00067fed9d05bdb4d","last_reissued_at":"2026-06-01T02:04:10.264937Z","signature_status":"signed_v1","first_computed_at":"2026-06-01T02:04:10.264937Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2605.31514","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":"2026-06-01T02:04:10Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"H8wN+wnTzqu4ZiEokeY56yfIe2rotZHDy55zggV96B+2Wq3PF4ItuDkHTXROTykrmtxmkzPMfX0pu4ui49LZCg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-07-01T19:56:10.867748Z"},"content_sha256":"da1ff1a5a147659b421451a20fd6242970d55284d059c5df167489a6a0d97ef9","schema_version":"1.0","event_id":"sha256:da1ff1a5a147659b421451a20fd6242970d55284d059c5df167489a6a0d97ef9"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2026:5ABTJAMEZUR5P6ZYM75XCKRTGK","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"If LLMs Have Human-Like Attributes, Then So Does Age of Empires II","license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","headline":"","cross_cats":["cs.AI","cs.CY"],"primary_cat":"cs.CL","authors_text":"Adrian de Wynter","submitted_at":"2026-05-29T16:31:31Z","abstract_excerpt":"Much research has been carried out on large language models (LLMs) and LLM-powered agentic workflows. However, many works within the field state emergence of, ascribe to, or assume, generalised anthropomorphic attributes to them (e.g., morality or understanding of natural language). Our goal is not to argue in favour or against the existence of these attributes, but to point out that these conclusions could be incorrect. For this we build and train a simple neural network on the videogame Age of Empires II, and note that any entity in a sufficiently-powerful substrate, such as LEGO or the Grea"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2605.31514","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/2605.31514/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":"2026-06-01T02:04:10Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"GAkJrF4GjOTWpamNwZ/munQeMaS1j4Gm0/Mo9RIm01XpvWnSw6ybsmAi5pkWxtVZrPZ8u/w99LqBdQleKJ/rAg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-07-01T19:56:10.868123Z"},"content_sha256":"b493f4f5c07ceb8edfccb95704e383e16d50eee361aec2f041623c16be6017c7","schema_version":"1.0","event_id":"sha256:b493f4f5c07ceb8edfccb95704e383e16d50eee361aec2f041623c16be6017c7"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/5ABTJAMEZUR5P6ZYM75XCKRTGK/bundle.json","state_url":"https://pith.science/pith/5ABTJAMEZUR5P6ZYM75XCKRTGK/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/5ABTJAMEZUR5P6ZYM75XCKRTGK/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":"2026-07-01T19:56:10Z","links":{"resolver":"https://pith.science/pith/5ABTJAMEZUR5P6ZYM75XCKRTGK","bundle":"https://pith.science/pith/5ABTJAMEZUR5P6ZYM75XCKRTGK/bundle.json","state":"https://pith.science/pith/5ABTJAMEZUR5P6ZYM75XCKRTGK/state.json","well_known_bundle":"https://pith.science/.well-known/pith/5ABTJAMEZUR5P6ZYM75XCKRTGK/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:5ABTJAMEZUR5P6ZYM75XCKRTGK","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":"31b43c85d7ce7b774c37627a24aede93b1c8ff30bd7961cbf07c33a301be1a66","cross_cats_sorted":["cs.AI","cs.CY"],"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.CL","submitted_at":"2026-05-29T16:31:31Z","title_canon_sha256":"cce80461bcdfad6f399d6801481cb69f124bd819ff4c7be9ad75001f89d46015"},"schema_version":"1.0","source":{"id":"2605.31514","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2605.31514","created_at":"2026-06-01T02:04:10Z"},{"alias_kind":"arxiv_version","alias_value":"2605.31514v1","created_at":"2026-06-01T02:04:10Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2605.31514","created_at":"2026-06-01T02:04:10Z"},{"alias_kind":"pith_short_12","alias_value":"5ABTJAMEZUR5","created_at":"2026-06-01T02:04:10Z"},{"alias_kind":"pith_short_16","alias_value":"5ABTJAMEZUR5P6ZY","created_at":"2026-06-01T02:04:10Z"},{"alias_kind":"pith_short_8","alias_value":"5ABTJAME","created_at":"2026-06-01T02:04:10Z"}],"graph_snapshots":[{"event_id":"sha256:b493f4f5c07ceb8edfccb95704e383e16d50eee361aec2f041623c16be6017c7","target":"graph","created_at":"2026-06-01T02:04:10Z","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/2605.31514/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Much research has been carried out on large language models (LLMs) and LLM-powered agentic workflows. However, many works within the field state emergence of, ascribe to, or assume, generalised anthropomorphic attributes to them (e.g., morality or understanding of natural language). Our goal is not to argue in favour or against the existence of these attributes, but to point out that these conclusions could be incorrect. For this we build and train a simple neural network on the videogame Age of Empires II, and note that any entity in a sufficiently-powerful substrate, such as LEGO or the Grea","authors_text":"Adrian de Wynter","cross_cats":["cs.AI","cs.CY"],"headline":"","license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.CL","submitted_at":"2026-05-29T16:31:31Z","title":"If LLMs Have Human-Like Attributes, Then So Does Age of Empires II"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2605.31514","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:da1ff1a5a147659b421451a20fd6242970d55284d059c5df167489a6a0d97ef9","target":"record","created_at":"2026-06-01T02:04:10Z","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":"31b43c85d7ce7b774c37627a24aede93b1c8ff30bd7961cbf07c33a301be1a66","cross_cats_sorted":["cs.AI","cs.CY"],"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.CL","submitted_at":"2026-05-29T16:31:31Z","title_canon_sha256":"cce80461bcdfad6f399d6801481cb69f124bd819ff4c7be9ad75001f89d46015"},"schema_version":"1.0","source":{"id":"2605.31514","kind":"arxiv","version":1}},"canonical_sha256":"e803348184cd23d7fb3867fb712a3332b204d15a48536ca00067fed9d05bdb4d","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"e803348184cd23d7fb3867fb712a3332b204d15a48536ca00067fed9d05bdb4d","first_computed_at":"2026-06-01T02:04:10.264937Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-06-01T02:04:10.264937Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"50AwMHgwZETocRcveKJC4ScI4AJGQVA7U4lZW5dRvyud+aWTnYSA762x0vCTE8oq5vjM0N6BskzCbqWjR4JqBQ==","signature_status":"signed_v1","signed_at":"2026-06-01T02:04:10.265758Z","signed_message":"canonical_sha256_bytes"},"source_id":"2605.31514","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:da1ff1a5a147659b421451a20fd6242970d55284d059c5df167489a6a0d97ef9","sha256:b493f4f5c07ceb8edfccb95704e383e16d50eee361aec2f041623c16be6017c7"],"state_sha256":"d6362af6552b0f4c558e2178962e491656ba741da765a3b712527616b8e4d15a"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"5KjHICm4LugabaJWc8sj8f15J+vW8Od3BhiKsfLvjTfvaIJvp97j2gMfkLrq5B7uLPG14iEP5e22VlYMmhmMCA==","signed_message":"bundle_sha256_bytes","signed_at":"2026-07-01T19:56:10.870112Z","bundle_sha256":"52ec645d556a2b9fb9f50f2adfff8de356518ebd5ee58101f8424342dbab13c4"}}