{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2025:3VUSBLZPJTSS374MCTPG2DOU6K","short_pith_number":"pith:3VUSBLZP","schema_version":"1.0","canonical_sha256":"dd6920af2f4ce52dff8c14de6d0dd4f28b0bfcaa46a8ada89a6eff45c7c7f228","source":{"kind":"arxiv","id":"2509.08203","version":1},"attestation_state":"computed","paper":{"title":"Componentization: Decomposing Monolithic LLM Responses into Manipulable Semantic Units","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":["cs.AI","cs.SE"],"primary_cat":"cs.HC","authors_text":"Ben Davis, Luka Brkljacic, Martin Arroyo, Nithin Santhanam, Rajeev Chhajer, Ryan Lingo","submitted_at":"2025-09-10T00:15:33Z","abstract_excerpt":"Large Language Models (LLMs) often produce monolithic text that is hard to edit in parts, which can slow down collaborative workflows. We present componentization, an approach that decomposes model outputs into modular, independently editable units while preserving context. We describe Modular and Adaptable Output Decomposition (MAOD), which segments responses into coherent components and maintains links among them, and we outline the Component-Based Response Architecture (CBRA) as one way to implement this idea. Our reference prototype, MAODchat, uses a microservices design with state-machine"},"verification_status":{"content_addressed":true,"pith_receipt":true,"author_attested":false,"weak_author_claims":0,"strong_author_claims":0,"externally_anchored":false,"storage_verified":false,"citation_signatures":0,"replication_records":0,"graph_snapshot":true,"references_resolved":false,"formal_links_present":false},"canonical_record":{"source":{"id":"2509.08203","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.HC","submitted_at":"2025-09-10T00:15:33Z","cross_cats_sorted":["cs.AI","cs.SE"],"title_canon_sha256":"d83cfa375123437d73e4b75928f343bf676161afc760402198b7efe24c9f2cb8","abstract_canon_sha256":"c1b842a4a3d2f145129c53acd0468d5260b263575d0e0746d1a4b78dfb0faa43"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T12:08:24.985475Z","signature_b64":"aaUXlB0cvT4DQdJ6tliyPVrzxeDca7pmdFNli8J8pX7YtrRPoCpEdgO4QKKjHwf5w3lRbonQPHserXLwrpWmAg==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"dd6920af2f4ce52dff8c14de6d0dd4f28b0bfcaa46a8ada89a6eff45c7c7f228","last_reissued_at":"2026-07-05T12:08:24.984911Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T12:08:24.984911Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"Componentization: Decomposing Monolithic LLM Responses into Manipulable Semantic Units","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":["cs.AI","cs.SE"],"primary_cat":"cs.HC","authors_text":"Ben Davis, Luka Brkljacic, Martin Arroyo, Nithin Santhanam, Rajeev Chhajer, Ryan Lingo","submitted_at":"2025-09-10T00:15:33Z","abstract_excerpt":"Large Language Models (LLMs) often produce monolithic text that is hard to edit in parts, which can slow down collaborative workflows. We present componentization, an approach that decomposes model outputs into modular, independently editable units while preserving context. We describe Modular and Adaptable Output Decomposition (MAOD), which segments responses into coherent components and maintains links among them, and we outline the Component-Based Response Architecture (CBRA) as one way to implement this idea. Our reference prototype, MAODchat, uses a microservices design with state-machine"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2509.08203","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/2509.08203/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"},"aliases":[{"alias_kind":"arxiv","alias_value":"2509.08203","created_at":"2026-07-05T12:08:24.984972+00:00"},{"alias_kind":"arxiv_version","alias_value":"2509.08203v1","created_at":"2026-07-05T12:08:24.984972+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2509.08203","created_at":"2026-07-05T12:08:24.984972+00:00"},{"alias_kind":"pith_short_12","alias_value":"3VUSBLZPJTSS","created_at":"2026-07-05T12:08:24.984972+00:00"},{"alias_kind":"pith_short_16","alias_value":"3VUSBLZPJTSS374M","created_at":"2026-07-05T12:08:24.984972+00:00"},{"alias_kind":"pith_short_8","alias_value":"3VUSBLZP","created_at":"2026-07-05T12:08:24.984972+00:00"}],"events":[],"event_summary":{},"paper_claims":[],"inbound_citations":{"count":0,"internal_anchor_count":0,"sample":[]},"formal_canon":{"evidence_count":0,"sample":[],"anchors":[]},"links":{"html":"https://pith.science/pith/3VUSBLZPJTSS374MCTPG2DOU6K","json":"https://pith.science/pith/3VUSBLZPJTSS374MCTPG2DOU6K.json","graph_json":"https://pith.science/api/pith-number/3VUSBLZPJTSS374MCTPG2DOU6K/graph.json","events_json":"https://pith.science/api/pith-number/3VUSBLZPJTSS374MCTPG2DOU6K/events.json","paper":"https://pith.science/paper/3VUSBLZP"},"agent_actions":{"view_html":"https://pith.science/pith/3VUSBLZPJTSS374MCTPG2DOU6K","download_json":"https://pith.science/pith/3VUSBLZPJTSS374MCTPG2DOU6K.json","view_paper":"https://pith.science/paper/3VUSBLZP","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=2509.08203&json=true","fetch_graph":"https://pith.science/api/pith-number/3VUSBLZPJTSS374MCTPG2DOU6K/graph.json","fetch_events":"https://pith.science/api/pith-number/3VUSBLZPJTSS374MCTPG2DOU6K/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/3VUSBLZPJTSS374MCTPG2DOU6K/action/timestamp_anchor","attest_storage":"https://pith.science/pith/3VUSBLZPJTSS374MCTPG2DOU6K/action/storage_attestation","attest_author":"https://pith.science/pith/3VUSBLZPJTSS374MCTPG2DOU6K/action/author_attestation","sign_citation":"https://pith.science/pith/3VUSBLZPJTSS374MCTPG2DOU6K/action/citation_signature","submit_replication":"https://pith.science/pith/3VUSBLZPJTSS374MCTPG2DOU6K/action/replication_record"}},"created_at":"2026-07-05T12:08:24.984972+00:00","updated_at":"2026-07-05T12:08:24.984972+00:00"}