{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2023:CO6E4Z5P2PGXUSHS6SLXAAMO77","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":"d14e9fd3983ce3afa4e26443964b2552b6f19401576e9b0962e755ef40a54fff","cross_cats_sorted":["cs.AI"],"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.HC","submitted_at":"2023-03-24T16:51:08Z","title_canon_sha256":"5fa5e799aa8e945bf8cbd4e362f7e2992cd489bb6d0da360c48128fe18a7478e"},"schema_version":"1.0","source":{"id":"2303.14143","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2303.14143","created_at":"2026-07-05T05:54:24Z"},{"alias_kind":"arxiv_version","alias_value":"2303.14143v1","created_at":"2026-07-05T05:54:24Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2303.14143","created_at":"2026-07-05T05:54:24Z"},{"alias_kind":"pith_short_12","alias_value":"CO6E4Z5P2PGX","created_at":"2026-07-05T05:54:24Z"},{"alias_kind":"pith_short_16","alias_value":"CO6E4Z5P2PGXUSHS","created_at":"2026-07-05T05:54:24Z"},{"alias_kind":"pith_short_8","alias_value":"CO6E4Z5P","created_at":"2026-07-05T05:54:24Z"}],"graph_snapshots":[{"event_id":"sha256:a639ef3cab164993cf71a6a095d75e5e127286f7c6e24588017fc5a7879c428f","target":"graph","created_at":"2026-07-05T05:54:24Z","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/2303.14143/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"The right response to someone who says \"get ready for a party\" is deeply influenced by meaning and context. For a smart home assistant (e.g., Google Home), the ideal response might be to survey the available devices in the home and change their state to create a festive atmosphere. Current practical systems cannot service such requests since they require the ability to (1) infer meaning behind an abstract statement and (2) map that inference to a concrete course of action appropriate for the context (e.g., changing the settings of specific devices). In this paper, we leverage the observation t","authors_text":"Christine Julien, Evan King, Haoxiang Yu, Sangsu Lee","cross_cats":["cs.AI"],"headline":"","license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.HC","submitted_at":"2023-03-24T16:51:08Z","title":"\"Get ready for a party\": Exploring smarter smart spaces with help from large language models"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2303.14143","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":"sha256:2a9be5f6f38c7ed8b24c12d02631c2d74b70feabc9d7eac386f35d7b2291ef9a","target":"record","created_at":"2026-07-05T05:54:24Z","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":"d14e9fd3983ce3afa4e26443964b2552b6f19401576e9b0962e755ef40a54fff","cross_cats_sorted":["cs.AI"],"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.HC","submitted_at":"2023-03-24T16:51:08Z","title_canon_sha256":"5fa5e799aa8e945bf8cbd4e362f7e2992cd489bb6d0da360c48128fe18a7478e"},"schema_version":"1.0","source":{"id":"2303.14143","kind":"arxiv","version":1}},"canonical_sha256":"13bc4e67afd3cd7a48f2f49770018effe6735df0310196a9f0dd938717f42e55","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"13bc4e67afd3cd7a48f2f49770018effe6735df0310196a9f0dd938717f42e55","first_computed_at":"2026-07-05T05:54:24.166756Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T05:54:24.166756Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"FzL7wHsH2tudITCPyNyYThIbvsPN7dGU22YG17OzXmaL/Evigg6c+NRQQQthSyer9IKJ234QEZg7VT5ybzAlDA==","signature_status":"signed_v1","signed_at":"2026-07-05T05:54:24.167222Z","signed_message":"canonical_sha256_bytes"},"source_id":"2303.14143","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:2a9be5f6f38c7ed8b24c12d02631c2d74b70feabc9d7eac386f35d7b2291ef9a","sha256:a639ef3cab164993cf71a6a095d75e5e127286f7c6e24588017fc5a7879c428f"],"state_sha256":"e10095510873175b65f23aa7cae9d39339719926d74b8b07ead8dd11c81e3e2b"}