{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2026:NJDB5RY2EE5HXB4KJ7G7CB3APC","short_pith_number":"pith:NJDB5RY2","canonical_record":{"source":{"id":"2606.22349","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.CL","submitted_at":"2026-06-21T05:58:47Z","cross_cats_sorted":["cs.HC"],"title_canon_sha256":"6942e9a46e8934c398282cacd3dfdc6b833b80c2cb69a5af798ddb49cbf4b6ce","abstract_canon_sha256":"7749c82495dc698377fdc5193f575562388ad299f46b1563f09aa5179c711e10"},"schema_version":"1.0"},"canonical_sha256":"6a461ec71a213a7b878a4fcdf107607897ed4edf09b4f5a9018c97e7ae5a1ff8","source":{"kind":"arxiv","id":"2606.22349","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2606.22349","created_at":"2026-06-23T02:13:35Z"},{"alias_kind":"arxiv_version","alias_value":"2606.22349v1","created_at":"2026-06-23T02:13:35Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2606.22349","created_at":"2026-06-23T02:13:35Z"},{"alias_kind":"pith_short_12","alias_value":"NJDB5RY2EE5H","created_at":"2026-06-23T02:13:35Z"},{"alias_kind":"pith_short_16","alias_value":"NJDB5RY2EE5HXB4K","created_at":"2026-06-23T02:13:35Z"},{"alias_kind":"pith_short_8","alias_value":"NJDB5RY2","created_at":"2026-06-23T02:13:35Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2026:NJDB5RY2EE5HXB4KJ7G7CB3APC","target":"record","payload":{"canonical_record":{"source":{"id":"2606.22349","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.CL","submitted_at":"2026-06-21T05:58:47Z","cross_cats_sorted":["cs.HC"],"title_canon_sha256":"6942e9a46e8934c398282cacd3dfdc6b833b80c2cb69a5af798ddb49cbf4b6ce","abstract_canon_sha256":"7749c82495dc698377fdc5193f575562388ad299f46b1563f09aa5179c711e10"},"schema_version":"1.0"},"canonical_sha256":"6a461ec71a213a7b878a4fcdf107607897ed4edf09b4f5a9018c97e7ae5a1ff8","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-06-23T02:13:35.453271Z","signature_b64":"YW2JANdhbJiCGwYNfdMh+bRiH/Lm3hAvr5FF/GFnA4905RrTxnBtSGdDE9Hn7iEkLXSYe9mvo9iVQn28GX5ICg==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"6a461ec71a213a7b878a4fcdf107607897ed4edf09b4f5a9018c97e7ae5a1ff8","last_reissued_at":"2026-06-23T02:13:35.452890Z","signature_status":"signed_v1","first_computed_at":"2026-06-23T02:13:35.452890Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2606.22349","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":"2026-06-23T02:13:35Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"MwV754NTBLi25wpjjnTmd8VAuYPZWU+lMAOaM79luYugwG0mArLoH4YUC+ZZOyYU5Xk4RTSY5HJmxO++0pIgAg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-07-04T11:02:08.594633Z"},"content_sha256":"45cf6bb5932b6eb0057ed9f4af1cb5df81859a0676364442f63b3652fcd71ca4","schema_version":"1.0","event_id":"sha256:45cf6bb5932b6eb0057ed9f4af1cb5df81859a0676364442f63b3652fcd71ca4"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2026:NJDB5RY2EE5HXB4KJ7G7CB3APC","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Curiosity as Linguistic Intervention: Using LLM Tutoring Dialogues to Influence Exploratory Learning Behavior","license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","headline":"","cross_cats":["cs.HC"],"primary_cat":"cs.CL","authors_text":"Gevindu Ganganath, Pasindu Bolonghege, Pradeep Varakantham, Qianru Lyu, Thivya Kandappu","submitted_at":"2026-06-21T05:58:47Z","abstract_excerpt":"Large Language Models (LLMs) provide a new opportunity to study how language shapes exploratory cognition because conversational strategies can be systematically manipulated at inference time. We introduce CURIOBOT, a framework that operationalizes Berlyne's collative variables, novelty, complexity, conflict, and uncertainty, as adaptive linguistic interventions for conversational tutoring. Across 270 tutoring conversations spanning multiple model families, domains, and topic complexity levels, curiosity-oriented interventions consistently increased exploratory learner behaviors, producing up "},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2606.22349","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/2606.22349/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":"2026-06-23T02:13:35Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"3SxBKH8UwvhUyA8ZLqsB9YLA8/1EGusASKfJD6VAkqZMtNbOAhXXKbHGrk6PV/keC+YE5ajYFhPvaiiBacnqAw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-07-04T11:02:08.595006Z"},"content_sha256":"f4a49c5fc8f1c57fe19365eb51a15be954fdb1ec14f3b4c9071c9ac500e56897","schema_version":"1.0","event_id":"sha256:f4a49c5fc8f1c57fe19365eb51a15be954fdb1ec14f3b4c9071c9ac500e56897"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/NJDB5RY2EE5HXB4KJ7G7CB3APC/bundle.json","state_url":"https://pith.science/pith/NJDB5RY2EE5HXB4KJ7G7CB3APC/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/NJDB5RY2EE5HXB4KJ7G7CB3APC/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":"2026-07-04T11:02:08Z","links":{"resolver":"https://pith.science/pith/NJDB5RY2EE5HXB4KJ7G7CB3APC","bundle":"https://pith.science/pith/NJDB5RY2EE5HXB4KJ7G7CB3APC/bundle.json","state":"https://pith.science/pith/NJDB5RY2EE5HXB4KJ7G7CB3APC/state.json","well_known_bundle":"https://pith.science/.well-known/pith/NJDB5RY2EE5HXB4KJ7G7CB3APC/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:NJDB5RY2EE5HXB4KJ7G7CB3APC","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":"7749c82495dc698377fdc5193f575562388ad299f46b1563f09aa5179c711e10","cross_cats_sorted":["cs.HC"],"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.CL","submitted_at":"2026-06-21T05:58:47Z","title_canon_sha256":"6942e9a46e8934c398282cacd3dfdc6b833b80c2cb69a5af798ddb49cbf4b6ce"},"schema_version":"1.0","source":{"id":"2606.22349","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2606.22349","created_at":"2026-06-23T02:13:35Z"},{"alias_kind":"arxiv_version","alias_value":"2606.22349v1","created_at":"2026-06-23T02:13:35Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2606.22349","created_at":"2026-06-23T02:13:35Z"},{"alias_kind":"pith_short_12","alias_value":"NJDB5RY2EE5H","created_at":"2026-06-23T02:13:35Z"},{"alias_kind":"pith_short_16","alias_value":"NJDB5RY2EE5HXB4K","created_at":"2026-06-23T02:13:35Z"},{"alias_kind":"pith_short_8","alias_value":"NJDB5RY2","created_at":"2026-06-23T02:13:35Z"}],"graph_snapshots":[{"event_id":"sha256:f4a49c5fc8f1c57fe19365eb51a15be954fdb1ec14f3b4c9071c9ac500e56897","target":"graph","created_at":"2026-06-23T02:13:35Z","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/2606.22349/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Large Language Models (LLMs) provide a new opportunity to study how language shapes exploratory cognition because conversational strategies can be systematically manipulated at inference time. We introduce CURIOBOT, a framework that operationalizes Berlyne's collative variables, novelty, complexity, conflict, and uncertainty, as adaptive linguistic interventions for conversational tutoring. Across 270 tutoring conversations spanning multiple model families, domains, and topic complexity levels, curiosity-oriented interventions consistently increased exploratory learner behaviors, producing up ","authors_text":"Gevindu Ganganath, Pasindu Bolonghege, Pradeep Varakantham, Qianru Lyu, Thivya Kandappu","cross_cats":["cs.HC"],"headline":"","license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.CL","submitted_at":"2026-06-21T05:58:47Z","title":"Curiosity as Linguistic Intervention: Using LLM Tutoring Dialogues to Influence Exploratory Learning Behavior"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2606.22349","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":"sha256:45cf6bb5932b6eb0057ed9f4af1cb5df81859a0676364442f63b3652fcd71ca4","target":"record","created_at":"2026-06-23T02:13:35Z","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":"7749c82495dc698377fdc5193f575562388ad299f46b1563f09aa5179c711e10","cross_cats_sorted":["cs.HC"],"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.CL","submitted_at":"2026-06-21T05:58:47Z","title_canon_sha256":"6942e9a46e8934c398282cacd3dfdc6b833b80c2cb69a5af798ddb49cbf4b6ce"},"schema_version":"1.0","source":{"id":"2606.22349","kind":"arxiv","version":1}},"canonical_sha256":"6a461ec71a213a7b878a4fcdf107607897ed4edf09b4f5a9018c97e7ae5a1ff8","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"6a461ec71a213a7b878a4fcdf107607897ed4edf09b4f5a9018c97e7ae5a1ff8","first_computed_at":"2026-06-23T02:13:35.452890Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-06-23T02:13:35.452890Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"YW2JANdhbJiCGwYNfdMh+bRiH/Lm3hAvr5FF/GFnA4905RrTxnBtSGdDE9Hn7iEkLXSYe9mvo9iVQn28GX5ICg==","signature_status":"signed_v1","signed_at":"2026-06-23T02:13:35.453271Z","signed_message":"canonical_sha256_bytes"},"source_id":"2606.22349","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:45cf6bb5932b6eb0057ed9f4af1cb5df81859a0676364442f63b3652fcd71ca4","sha256:f4a49c5fc8f1c57fe19365eb51a15be954fdb1ec14f3b4c9071c9ac500e56897"],"state_sha256":"bac3106b57d8adbced56b5f4f7f08ba67d61bf15d2912383b7085953301abeb5"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"MJ9/CL6nkmE4j6VLbK0EJ9+Yc2+AuA/Qhhaxk5tqwCuKBnvXwZ9HZ9Qv2FcC2MOmGze89jlU1/DSL4tt1UUjDg==","signed_message":"bundle_sha256_bytes","signed_at":"2026-07-04T11:02:08.597033Z","bundle_sha256":"061ecb025802cb0543f412cd29d66eb66d96cf5eb9b571f02c4fac5f1e0e7164"}}