{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2023:TNL3YYVY6VG36A6OBDGQFVH4Q7","short_pith_number":"pith:TNL3YYVY","canonical_record":{"source":{"id":"2311.01937","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AI","submitted_at":"2023-11-03T14:21:39Z","cross_cats_sorted":["cs.HC"],"title_canon_sha256":"e361af5b7da1578fec1618a3de43090428bcaff4f6530ba94dfa8208c0b77658","abstract_canon_sha256":"a90dae08001bde8a8a55102c5ccaf82ec30f3aa846c5ccbc1abbaf2e5fe529c7"},"schema_version":"1.0"},"canonical_sha256":"9b57bc62b8f54dbf03ce08cd02d4fc87ee993de2fa1e0b8a11881a2fb02b03b5","source":{"kind":"arxiv","id":"2311.01937","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2311.01937","created_at":"2026-07-05T07:08:47Z"},{"alias_kind":"arxiv_version","alias_value":"2311.01937v1","created_at":"2026-07-05T07:08:47Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2311.01937","created_at":"2026-07-05T07:08:47Z"},{"alias_kind":"pith_short_12","alias_value":"TNL3YYVY6VG3","created_at":"2026-07-05T07:08:47Z"},{"alias_kind":"pith_short_16","alias_value":"TNL3YYVY6VG36A6O","created_at":"2026-07-05T07:08:47Z"},{"alias_kind":"pith_short_8","alias_value":"TNL3YYVY","created_at":"2026-07-05T07:08:47Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2023:TNL3YYVY6VG36A6OBDGQFVH4Q7","target":"record","payload":{"canonical_record":{"source":{"id":"2311.01937","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AI","submitted_at":"2023-11-03T14:21:39Z","cross_cats_sorted":["cs.HC"],"title_canon_sha256":"e361af5b7da1578fec1618a3de43090428bcaff4f6530ba94dfa8208c0b77658","abstract_canon_sha256":"a90dae08001bde8a8a55102c5ccaf82ec30f3aa846c5ccbc1abbaf2e5fe529c7"},"schema_version":"1.0"},"canonical_sha256":"9b57bc62b8f54dbf03ce08cd02d4fc87ee993de2fa1e0b8a11881a2fb02b03b5","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T07:08:47.758402Z","signature_b64":"xn6wETwEiSYCyYZACnPDHF2U9obrB8CWqbTJYQ3vVD1gq/pBL6s7D9AUYn1uhKWPuTCBW88X0Y1w8b+4PqJ/Dg==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"9b57bc62b8f54dbf03ce08cd02d4fc87ee993de2fa1e0b8a11881a2fb02b03b5","last_reissued_at":"2026-07-05T07:08:47.757958Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T07:08:47.757958Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2311.01937","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":"2026-07-05T07:08:47Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"mUYFvViqrOL9utKENPDHmOceAAxHJQYCrCE2VCbeqtDb37wrwilcbG0EcTZQ5U6e2neKVN5ikyJfZ3qqIvWSAA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-05T14:56:41.308432Z"},"content_sha256":"d47daa0f3ceae811a92c32c5fc87c66b93496e06ac0f0fbbafa4d9dfb264251c","schema_version":"1.0","event_id":"sha256:d47daa0f3ceae811a92c32c5fc87c66b93496e06ac0f0fbbafa4d9dfb264251c"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2023:TNL3YYVY6VG36A6OBDGQFVH4Q7","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Supermind Ideator: Exploring generative AI to support creative problem-solving","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":["cs.HC"],"primary_cat":"cs.AI","authors_text":"Gianni Giacomelli, Haoran Wen, Hendrik Maier, Jennifer L. Heyman, Max Sina Knicker, Nancy Taubenslag, Pranav Ragupathy, Robert J. Laubacher, Stephen Dwyer, Steven R. Rick, Thomas W. Malone, Younes Jeddi","submitted_at":"2023-11-03T14:21:39Z","abstract_excerpt":"Previous efforts to support creative problem-solving have included (a) techniques (such as brainstorming and design thinking) to stimulate creative ideas, and (b) software tools to record and share these ideas. Now, generative AI technologies can suggest new ideas that might never have occurred to the users, and users can then select from these ideas or use them to stimulate even more ideas. Here, we describe such a system, Supermind Ideator. The system uses a large language model (GPT 3.5) and adds prompting, fine tuning, and a user interface specifically designed to help people use creative "},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2311.01937","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/2311.01937/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":"2026-07-05T07:08:47Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"X3bvRUYiE8pPTcGUilDrClx9EZSrzqN47It/r1Lfsx3gDnRnUOU5duCjJKOVX3vnL9bSmZcYDev5WXi1mXpwBQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-05T14:56:41.308941Z"},"content_sha256":"c5361229f66377f1619a0f5e4460232540d8ec5c2c95bf7e078ba2b316ac08e6","schema_version":"1.0","event_id":"sha256:c5361229f66377f1619a0f5e4460232540d8ec5c2c95bf7e078ba2b316ac08e6"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/TNL3YYVY6VG36A6OBDGQFVH4Q7/bundle.json","state_url":"https://pith.science/pith/TNL3YYVY6VG36A6OBDGQFVH4Q7/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/TNL3YYVY6VG36A6OBDGQFVH4Q7/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":"2026-08-05T14:56:41Z","links":{"resolver":"https://pith.science/pith/TNL3YYVY6VG36A6OBDGQFVH4Q7","bundle":"https://pith.science/pith/TNL3YYVY6VG36A6OBDGQFVH4Q7/bundle.json","state":"https://pith.science/pith/TNL3YYVY6VG36A6OBDGQFVH4Q7/state.json","well_known_bundle":"https://pith.science/.well-known/pith/TNL3YYVY6VG36A6OBDGQFVH4Q7/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2023:TNL3YYVY6VG36A6OBDGQFVH4Q7","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":"a90dae08001bde8a8a55102c5ccaf82ec30f3aa846c5ccbc1abbaf2e5fe529c7","cross_cats_sorted":["cs.HC"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AI","submitted_at":"2023-11-03T14:21:39Z","title_canon_sha256":"e361af5b7da1578fec1618a3de43090428bcaff4f6530ba94dfa8208c0b77658"},"schema_version":"1.0","source":{"id":"2311.01937","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2311.01937","created_at":"2026-07-05T07:08:47Z"},{"alias_kind":"arxiv_version","alias_value":"2311.01937v1","created_at":"2026-07-05T07:08:47Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2311.01937","created_at":"2026-07-05T07:08:47Z"},{"alias_kind":"pith_short_12","alias_value":"TNL3YYVY6VG3","created_at":"2026-07-05T07:08:47Z"},{"alias_kind":"pith_short_16","alias_value":"TNL3YYVY6VG36A6O","created_at":"2026-07-05T07:08:47Z"},{"alias_kind":"pith_short_8","alias_value":"TNL3YYVY","created_at":"2026-07-05T07:08:47Z"}],"graph_snapshots":[{"event_id":"sha256:c5361229f66377f1619a0f5e4460232540d8ec5c2c95bf7e078ba2b316ac08e6","target":"graph","created_at":"2026-07-05T07:08:47Z","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/2311.01937/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Previous efforts to support creative problem-solving have included (a) techniques (such as brainstorming and design thinking) to stimulate creative ideas, and (b) software tools to record and share these ideas. Now, generative AI technologies can suggest new ideas that might never have occurred to the users, and users can then select from these ideas or use them to stimulate even more ideas. Here, we describe such a system, Supermind Ideator. The system uses a large language model (GPT 3.5) and adds prompting, fine tuning, and a user interface specifically designed to help people use creative ","authors_text":"Gianni Giacomelli, Haoran Wen, Hendrik Maier, Jennifer L. Heyman, Max Sina Knicker, Nancy Taubenslag, Pranav Ragupathy, Robert J. Laubacher, Stephen Dwyer, Steven R. Rick, Thomas W. Malone, Younes Jeddi","cross_cats":["cs.HC"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AI","submitted_at":"2023-11-03T14:21:39Z","title":"Supermind Ideator: Exploring generative AI to support creative problem-solving"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2311.01937","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:d47daa0f3ceae811a92c32c5fc87c66b93496e06ac0f0fbbafa4d9dfb264251c","target":"record","created_at":"2026-07-05T07:08:47Z","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":"a90dae08001bde8a8a55102c5ccaf82ec30f3aa846c5ccbc1abbaf2e5fe529c7","cross_cats_sorted":["cs.HC"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AI","submitted_at":"2023-11-03T14:21:39Z","title_canon_sha256":"e361af5b7da1578fec1618a3de43090428bcaff4f6530ba94dfa8208c0b77658"},"schema_version":"1.0","source":{"id":"2311.01937","kind":"arxiv","version":1}},"canonical_sha256":"9b57bc62b8f54dbf03ce08cd02d4fc87ee993de2fa1e0b8a11881a2fb02b03b5","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"9b57bc62b8f54dbf03ce08cd02d4fc87ee993de2fa1e0b8a11881a2fb02b03b5","first_computed_at":"2026-07-05T07:08:47.757958Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T07:08:47.757958Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"xn6wETwEiSYCyYZACnPDHF2U9obrB8CWqbTJYQ3vVD1gq/pBL6s7D9AUYn1uhKWPuTCBW88X0Y1w8b+4PqJ/Dg==","signature_status":"signed_v1","signed_at":"2026-07-05T07:08:47.758402Z","signed_message":"canonical_sha256_bytes"},"source_id":"2311.01937","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:d47daa0f3ceae811a92c32c5fc87c66b93496e06ac0f0fbbafa4d9dfb264251c","sha256:c5361229f66377f1619a0f5e4460232540d8ec5c2c95bf7e078ba2b316ac08e6"],"state_sha256":"c3044ca26d87dfac2e60119ceaa2ffef3b5fdf30451ee5879b1219b03717772b"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"O8vFzzeiC/ZVEtnu02das7irGmCOJV/dKlrRCvInivTsS+0mmQWtJ7kGz7Tcv7a/hXQbZmlJwwiAndfSl136Dg==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-05T14:56:41.312635Z","bundle_sha256":"b622fbb0fa77f7fd242b694edf2d911aa85869a20f335414244953e3cb5896d6"}}