{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:SEQVCKN3R4QOGLE2TEU4POZOG2","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":"4633ac303b9bb4b536ab5e8af056be1a234098ab72b1ff732741640b756a9c14","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2026-05-25T04:40:59Z","title_canon_sha256":"e481a570525cd9abbe3144d4e6ce1a5bfc901972b6d422ac3a9aa9f9f139c07b"},"schema_version":"1.0","source":{"id":"2605.25419","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2605.25419","created_at":"2026-05-26T02:04:34Z"},{"alias_kind":"arxiv_version","alias_value":"2605.25419v1","created_at":"2026-05-26T02:04:34Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2605.25419","created_at":"2026-05-26T02:04:34Z"},{"alias_kind":"pith_short_12","alias_value":"SEQVCKN3R4QO","created_at":"2026-05-26T02:04:34Z"},{"alias_kind":"pith_short_16","alias_value":"SEQVCKN3R4QOGLE2","created_at":"2026-05-26T02:04:34Z"},{"alias_kind":"pith_short_8","alias_value":"SEQVCKN3","created_at":"2026-05-26T02:04:34Z"}],"graph_snapshots":[{"event_id":"sha256:11158bc595524d0ce724e5aef8623e2ba3234d20477065bbab35a70d33b79ded","target":"graph","created_at":"2026-05-26T02:04:34Z","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/2605.25419/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Effective learning support requires understanding not only what learners know but also how accurately they perceive their own understanding. This metacognitive dimension, known as knowledge monitoring, fundamentally influences self-regulated learning, yet this dimension remains underexplored in current systems. This paper introduces the Capture-Calibrate-Coach (3C) framework for adaptive learning support. The Capture phase extracts learners' perceived knowledge states from open-ended self-reports to construct a heterogeneous graph linking learners and knowledge concepts. The Calibrate phase ap","authors_text":"Atsushi Shimada, Boxuan Ma, Cheng Tang, Daisuke Deguchi, Gen Li, Li Chen, Takayoshi Yamashita, Yuncheng Jiang","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2026-05-25T04:40:59Z","title":"Capture-Calibrate-Coach: A Graph-Based Framework for Knowledge Monitoring Estimation and Adaptive Feedback"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2605.25419","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:d9fffc4a13ed5cb0a08a971666c91d229c25be693c06da8812d42bdaca52728b","target":"record","created_at":"2026-05-26T02:04:34Z","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":"4633ac303b9bb4b536ab5e8af056be1a234098ab72b1ff732741640b756a9c14","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2026-05-25T04:40:59Z","title_canon_sha256":"e481a570525cd9abbe3144d4e6ce1a5bfc901972b6d422ac3a9aa9f9f139c07b"},"schema_version":"1.0","source":{"id":"2605.25419","kind":"arxiv","version":1}},"canonical_sha256":"91215129bb8f20e32c9a9929c7bb2e368a046f1b228a3d23513aa0d50b76bfe3","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"91215129bb8f20e32c9a9929c7bb2e368a046f1b228a3d23513aa0d50b76bfe3","first_computed_at":"2026-05-26T02:04:34.050758Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-26T02:04:34.050758Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"degnAblP0dwFF2tF6T1ubA79I2bI0gWDf2VLK+aKd4VhFORtCKajxuFo5smkZbf2I+hD3nl4tslG8NWU2B0hAw==","signature_status":"signed_v1","signed_at":"2026-05-26T02:04:34.051542Z","signed_message":"canonical_sha256_bytes"},"source_id":"2605.25419","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:d9fffc4a13ed5cb0a08a971666c91d229c25be693c06da8812d42bdaca52728b","sha256:11158bc595524d0ce724e5aef8623e2ba3234d20477065bbab35a70d33b79ded"],"state_sha256":"ac09c2ab458ec0098f0286a9bfde1e97c8d8bb0aced63322a0607dfb8a04f4e2"}