{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2019:RFEKX27RW5MJ542ZFORN7X7HDA","short_pith_number":"pith:RFEKX27R","canonical_record":{"source":{"id":"1903.11642","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"q-fin.ST","submitted_at":"2019-01-13T22:43:16Z","cross_cats_sorted":[],"title_canon_sha256":"de008ca812e3019f4a82d7c031ef049dd47e4dfb6476acf4971ab55dba54b5de","abstract_canon_sha256":"9575ff2ed5c86a284b975c7045666ca0e099216c41e3f7ed980bfdfdc6d593ed"},"schema_version":"1.0"},"canonical_sha256":"8948abebf1b7589ef3592ba2dfdfe7182903f0b599e3f20367e007d86f7bb708","source":{"kind":"arxiv","id":"1903.11642","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1903.11642","created_at":"2026-05-17T23:50:02Z"},{"alias_kind":"arxiv_version","alias_value":"1903.11642v1","created_at":"2026-05-17T23:50:02Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1903.11642","created_at":"2026-05-17T23:50:02Z"},{"alias_kind":"pith_short_12","alias_value":"RFEKX27RW5MJ","created_at":"2026-05-18T12:33:27Z"},{"alias_kind":"pith_short_16","alias_value":"RFEKX27RW5MJ542Z","created_at":"2026-05-18T12:33:27Z"},{"alias_kind":"pith_short_8","alias_value":"RFEKX27R","created_at":"2026-05-18T12:33:27Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2019:RFEKX27RW5MJ542ZFORN7X7HDA","target":"record","payload":{"canonical_record":{"source":{"id":"1903.11642","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"q-fin.ST","submitted_at":"2019-01-13T22:43:16Z","cross_cats_sorted":[],"title_canon_sha256":"de008ca812e3019f4a82d7c031ef049dd47e4dfb6476acf4971ab55dba54b5de","abstract_canon_sha256":"9575ff2ed5c86a284b975c7045666ca0e099216c41e3f7ed980bfdfdc6d593ed"},"schema_version":"1.0"},"canonical_sha256":"8948abebf1b7589ef3592ba2dfdfe7182903f0b599e3f20367e007d86f7bb708","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-05-17T23:50:02.140938Z","signature_b64":"1u2U7ZU0HM8sCVHQknJSjNF9Y7qLCnKaWeuo8Xms3ZgaVzaLfg993bqytUJrLyv5HFoRyePLCU+bRebPECvdBw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"8948abebf1b7589ef3592ba2dfdfe7182903f0b599e3f20367e007d86f7bb708","last_reissued_at":"2026-05-17T23:50:02.140269Z","signature_status":"signed_v1","first_computed_at":"2026-05-17T23:50:02.140269Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"1903.11642","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":"2026-05-17T23:50:02Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"9oAeAddNrymOIAsR8vS5PNhkuQ1oBuIOMEdYvhOS3AUqlzQc7XNSjgCfjgxPYR6kzgEDrCgVPma21V/KOZMACg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-05-31T15:43:17.590884Z"},"content_sha256":"f83a7aa0f50952833af5d2a46e9ae08a140fdda636d622a989f888568d479bc6","schema_version":"1.0","event_id":"sha256:f83a7aa0f50952833af5d2a46e9ae08a140fdda636d622a989f888568d479bc6"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2019:RFEKX27RW5MJ542ZFORN7X7HDA","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Sutte Indicator: an approach to predict the direction of stock market movements","license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","headline":"","cross_cats":[],"primary_cat":"q-fin.ST","authors_text":"Ansari Saleh Ahmar","submitted_at":"2019-01-13T22:43:16Z","abstract_excerpt":"The purpose of this research is to apply technical analysis of Sutte Indicator in stock trading which will assist in the investment decision making process i.e. buying or selling shares. This research takes data of \"A\" on the Indonesia Stock Exchange(IDX or BEI) 29 November 2006 until 20 September 2016 period. To see the performance of Sutte Indicator, other technical analysis are used as a comparison, Simple Moving Average (SMA) and Moving Average Convergence/Divergence (MACD). To see a comparison of the level of reliability prediction, the stock data were compared using the mean absolute dev"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1903.11642","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":""},"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":"2026-05-17T23:50:02Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"c+y5/roUatxvn0mxCJbetX868AJYdzKDyXQOQ5CfRD3LpJfLNxr4cKom7gYasNR/mVnbvMwRfUosFEk2GaXBAQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-05-31T15:43:17.591589Z"},"content_sha256":"74383c0919be20959f25984289e915c7215fdf1ae801cfe232b83f7dfe6d69b0","schema_version":"1.0","event_id":"sha256:74383c0919be20959f25984289e915c7215fdf1ae801cfe232b83f7dfe6d69b0"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/RFEKX27RW5MJ542ZFORN7X7HDA/bundle.json","state_url":"https://pith.science/pith/RFEKX27RW5MJ542ZFORN7X7HDA/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/RFEKX27RW5MJ542ZFORN7X7HDA/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":"2026-05-31T15:43:17Z","links":{"resolver":"https://pith.science/pith/RFEKX27RW5MJ542ZFORN7X7HDA","bundle":"https://pith.science/pith/RFEKX27RW5MJ542ZFORN7X7HDA/bundle.json","state":"https://pith.science/pith/RFEKX27RW5MJ542ZFORN7X7HDA/state.json","well_known_bundle":"https://pith.science/.well-known/pith/RFEKX27RW5MJ542ZFORN7X7HDA/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2019:RFEKX27RW5MJ542ZFORN7X7HDA","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":"9575ff2ed5c86a284b975c7045666ca0e099216c41e3f7ed980bfdfdc6d593ed","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"q-fin.ST","submitted_at":"2019-01-13T22:43:16Z","title_canon_sha256":"de008ca812e3019f4a82d7c031ef049dd47e4dfb6476acf4971ab55dba54b5de"},"schema_version":"1.0","source":{"id":"1903.11642","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1903.11642","created_at":"2026-05-17T23:50:02Z"},{"alias_kind":"arxiv_version","alias_value":"1903.11642v1","created_at":"2026-05-17T23:50:02Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1903.11642","created_at":"2026-05-17T23:50:02Z"},{"alias_kind":"pith_short_12","alias_value":"RFEKX27RW5MJ","created_at":"2026-05-18T12:33:27Z"},{"alias_kind":"pith_short_16","alias_value":"RFEKX27RW5MJ542Z","created_at":"2026-05-18T12:33:27Z"},{"alias_kind":"pith_short_8","alias_value":"RFEKX27R","created_at":"2026-05-18T12:33:27Z"}],"graph_snapshots":[{"event_id":"sha256:74383c0919be20959f25984289e915c7215fdf1ae801cfe232b83f7dfe6d69b0","target":"graph","created_at":"2026-05-17T23:50:02Z","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"},"paper":{"abstract_excerpt":"The purpose of this research is to apply technical analysis of Sutte Indicator in stock trading which will assist in the investment decision making process i.e. buying or selling shares. This research takes data of \"A\" on the Indonesia Stock Exchange(IDX or BEI) 29 November 2006 until 20 September 2016 period. To see the performance of Sutte Indicator, other technical analysis are used as a comparison, Simple Moving Average (SMA) and Moving Average Convergence/Divergence (MACD). To see a comparison of the level of reliability prediction, the stock data were compared using the mean absolute dev","authors_text":"Ansari Saleh Ahmar","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"q-fin.ST","submitted_at":"2019-01-13T22:43:16Z","title":"Sutte Indicator: an approach to predict the direction of stock market movements"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1903.11642","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:f83a7aa0f50952833af5d2a46e9ae08a140fdda636d622a989f888568d479bc6","target":"record","created_at":"2026-05-17T23:50:02Z","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":"9575ff2ed5c86a284b975c7045666ca0e099216c41e3f7ed980bfdfdc6d593ed","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"q-fin.ST","submitted_at":"2019-01-13T22:43:16Z","title_canon_sha256":"de008ca812e3019f4a82d7c031ef049dd47e4dfb6476acf4971ab55dba54b5de"},"schema_version":"1.0","source":{"id":"1903.11642","kind":"arxiv","version":1}},"canonical_sha256":"8948abebf1b7589ef3592ba2dfdfe7182903f0b599e3f20367e007d86f7bb708","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"8948abebf1b7589ef3592ba2dfdfe7182903f0b599e3f20367e007d86f7bb708","first_computed_at":"2026-05-17T23:50:02.140269Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-17T23:50:02.140269Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"1u2U7ZU0HM8sCVHQknJSjNF9Y7qLCnKaWeuo8Xms3ZgaVzaLfg993bqytUJrLyv5HFoRyePLCU+bRebPECvdBw==","signature_status":"signed_v1","signed_at":"2026-05-17T23:50:02.140938Z","signed_message":"canonical_sha256_bytes"},"source_id":"1903.11642","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:f83a7aa0f50952833af5d2a46e9ae08a140fdda636d622a989f888568d479bc6","sha256:74383c0919be20959f25984289e915c7215fdf1ae801cfe232b83f7dfe6d69b0"],"state_sha256":"9bf0db7d0ef1995e5ab064ac4ce74a2698c7534556c12042adf89c013fc18bf3"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"Qiz0jravsFFDvUNsU1MJ/iyviQhw1bKXQEPPs6H6iRnuhpzgI7kIWmqbb4y3Zq/wnpvaNf8eKzcJ119qbCYFBw==","signed_message":"bundle_sha256_bytes","signed_at":"2026-05-31T15:43:17.595119Z","bundle_sha256":"403d58047a744a03ec9707179661080317826ac8d4528b3c78fcbf477c742537"}}