{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2026:BS276OFM4IOJ22QOZE23TAKC47","short_pith_number":"pith:BS276OFM","canonical_record":{"source":{"id":"2608.11727","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AI","submitted_at":"2026-08-12T07:07:57Z","cross_cats_sorted":[],"title_canon_sha256":"0b84f10a5e5042a199a8eb7b465bb95e0640583a86ff98e730e5f9e3f47bbc1b","abstract_canon_sha256":"3dcab8da46f072e2bcbe9d2b7f927f79bfb12c71f560c7ab7c96eee4f578e68d"},"schema_version":"1.0"},"canonical_sha256":"0cb5ff38ace21c9d6a0ec935b98142e7f3ec581422aa57f5c0f87f8adaeecdfb","source":{"kind":"arxiv","id":"2608.11727","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2608.11727","created_at":"2026-08-13T01:27:56Z"},{"alias_kind":"arxiv_version","alias_value":"2608.11727v1","created_at":"2026-08-13T01:27:56Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2608.11727","created_at":"2026-08-13T01:27:56Z"},{"alias_kind":"pith_short_12","alias_value":"BS276OFM4IOJ","created_at":"2026-08-13T01:27:56Z"},{"alias_kind":"pith_short_16","alias_value":"BS276OFM4IOJ22QO","created_at":"2026-08-13T01:27:56Z"},{"alias_kind":"pith_short_8","alias_value":"BS276OFM","created_at":"2026-08-13T01:27:56Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2026:BS276OFM4IOJ22QOZE23TAKC47","target":"record","payload":{"canonical_record":{"source":{"id":"2608.11727","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AI","submitted_at":"2026-08-12T07:07:57Z","cross_cats_sorted":[],"title_canon_sha256":"0b84f10a5e5042a199a8eb7b465bb95e0640583a86ff98e730e5f9e3f47bbc1b","abstract_canon_sha256":"3dcab8da46f072e2bcbe9d2b7f927f79bfb12c71f560c7ab7c96eee4f578e68d"},"schema_version":"1.0"},"canonical_sha256":"0cb5ff38ace21c9d6a0ec935b98142e7f3ec581422aa57f5c0f87f8adaeecdfb","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-08-13T01:27:56.610118Z","signature_b64":"/k+MJdKVkwAbI5loLb2ikOzdhWdpmFoXt2r9fh5/3zkatERm3GKt2fVHbYZ22KIjce1SRQwv8jxmc9+GsTDoCQ==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"0cb5ff38ace21c9d6a0ec935b98142e7f3ec581422aa57f5c0f87f8adaeecdfb","last_reissued_at":"2026-08-13T01:27:56.607791Z","signature_status":"signed_v1","first_computed_at":"2026-08-13T01:27:56.607791Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2608.11727","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":"2026-08-13T01:27:56Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"yy0mydDmGutwypwdk6nhNhS2DK2D+Oqjn/DdmvESErRl22M6O0Asv7b8eh9SHTOqivZDcQ8JAU6+i0lD7HRnDQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-20T17:46:44.969672Z"},"content_sha256":"218e0fb304cd6e2fb92531ebad7c9187cd91577bdd07f179bbf8a8bcafb8785d","schema_version":"1.0","event_id":"sha256:218e0fb304cd6e2fb92531ebad7c9187cd91577bdd07f179bbf8a8bcafb8785d"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2026:BS276OFM4IOJ22QOZE23TAKC47","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Harness-IF: Evaluating Instruction Following Across Instruction Surfaces in Coding Agents","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":[],"primary_cat":"cs.AI","authors_text":"Changxin Pu, Ge Zhang, Haodong Wang, Haoran Que, Hong Zeng, Jin Chen, Shen Yan, Wenhao Huang, Zhongfei Hou, Zining Huang, Zuo Wang","submitted_at":"2026-08-12T07:07:57Z","abstract_excerpt":"When a coding agent obeys a rule, it may simply have been going to do that anyway. Existing instruction-following benchmarks cannot tell the difference: they concentrate rules in the user turn, while coding-agent benchmarks emphasize final task success. We introduce Harness-IF, which scores operational rules one at a time from execution evidence: 60 realistic multi-turn coding items drawn from a 642-rule library, 256 rules receiving verdicts, placed on the five configurable surfaces a deployed agent reads. To separate compliance from coincidence we introduce Against-Prior Accuracy (AP-Acc), wh"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2608.11727","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/2608.11727/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":"2026-08-13T01:27:56Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"z3ApQOsVvyX1HgfjhXjs1R0P5m+8qs9NqsebqLZNqz3seY/Q7q92LiIt9I0LLS/MdeQ70sgd2qB06y9ShEJVBg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-20T17:46:44.970162Z"},"content_sha256":"f659eca7ef67169ae659e2815f453162a8e906b9813e1ee26928afc91ddc278e","schema_version":"1.0","event_id":"sha256:f659eca7ef67169ae659e2815f453162a8e906b9813e1ee26928afc91ddc278e"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/BS276OFM4IOJ22QOZE23TAKC47/bundle.json","state_url":"https://pith.science/pith/BS276OFM4IOJ22QOZE23TAKC47/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/BS276OFM4IOJ22QOZE23TAKC47/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":"2026-08-20T17:46:44Z","links":{"resolver":"https://pith.science/pith/BS276OFM4IOJ22QOZE23TAKC47","bundle":"https://pith.science/pith/BS276OFM4IOJ22QOZE23TAKC47/bundle.json","state":"https://pith.science/pith/BS276OFM4IOJ22QOZE23TAKC47/state.json","well_known_bundle":"https://pith.science/.well-known/pith/BS276OFM4IOJ22QOZE23TAKC47/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:BS276OFM4IOJ22QOZE23TAKC47","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":"3dcab8da46f072e2bcbe9d2b7f927f79bfb12c71f560c7ab7c96eee4f578e68d","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AI","submitted_at":"2026-08-12T07:07:57Z","title_canon_sha256":"0b84f10a5e5042a199a8eb7b465bb95e0640583a86ff98e730e5f9e3f47bbc1b"},"schema_version":"1.0","source":{"id":"2608.11727","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2608.11727","created_at":"2026-08-13T01:27:56Z"},{"alias_kind":"arxiv_version","alias_value":"2608.11727v1","created_at":"2026-08-13T01:27:56Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2608.11727","created_at":"2026-08-13T01:27:56Z"},{"alias_kind":"pith_short_12","alias_value":"BS276OFM4IOJ","created_at":"2026-08-13T01:27:56Z"},{"alias_kind":"pith_short_16","alias_value":"BS276OFM4IOJ22QO","created_at":"2026-08-13T01:27:56Z"},{"alias_kind":"pith_short_8","alias_value":"BS276OFM","created_at":"2026-08-13T01:27:56Z"}],"graph_snapshots":[{"event_id":"sha256:f659eca7ef67169ae659e2815f453162a8e906b9813e1ee26928afc91ddc278e","target":"graph","created_at":"2026-08-13T01:27:56Z","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/2608.11727/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"When a coding agent obeys a rule, it may simply have been going to do that anyway. Existing instruction-following benchmarks cannot tell the difference: they concentrate rules in the user turn, while coding-agent benchmarks emphasize final task success. We introduce Harness-IF, which scores operational rules one at a time from execution evidence: 60 realistic multi-turn coding items drawn from a 642-rule library, 256 rules receiving verdicts, placed on the five configurable surfaces a deployed agent reads. To separate compliance from coincidence we introduce Against-Prior Accuracy (AP-Acc), wh","authors_text":"Changxin Pu, Ge Zhang, Haodong Wang, Haoran Que, Hong Zeng, Jin Chen, Shen Yan, Wenhao Huang, Zhongfei Hou, Zining Huang, Zuo Wang","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AI","submitted_at":"2026-08-12T07:07:57Z","title":"Harness-IF: Evaluating Instruction Following Across Instruction Surfaces in Coding Agents"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2608.11727","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":"sha256:218e0fb304cd6e2fb92531ebad7c9187cd91577bdd07f179bbf8a8bcafb8785d","target":"record","created_at":"2026-08-13T01:27:56Z","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":"3dcab8da46f072e2bcbe9d2b7f927f79bfb12c71f560c7ab7c96eee4f578e68d","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AI","submitted_at":"2026-08-12T07:07:57Z","title_canon_sha256":"0b84f10a5e5042a199a8eb7b465bb95e0640583a86ff98e730e5f9e3f47bbc1b"},"schema_version":"1.0","source":{"id":"2608.11727","kind":"arxiv","version":1}},"canonical_sha256":"0cb5ff38ace21c9d6a0ec935b98142e7f3ec581422aa57f5c0f87f8adaeecdfb","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"0cb5ff38ace21c9d6a0ec935b98142e7f3ec581422aa57f5c0f87f8adaeecdfb","first_computed_at":"2026-08-13T01:27:56.607791Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-08-13T01:27:56.607791Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"/k+MJdKVkwAbI5loLb2ikOzdhWdpmFoXt2r9fh5/3zkatERm3GKt2fVHbYZ22KIjce1SRQwv8jxmc9+GsTDoCQ==","signature_status":"signed_v1","signed_at":"2026-08-13T01:27:56.610118Z","signed_message":"canonical_sha256_bytes"},"source_id":"2608.11727","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:218e0fb304cd6e2fb92531ebad7c9187cd91577bdd07f179bbf8a8bcafb8785d","sha256:f659eca7ef67169ae659e2815f453162a8e906b9813e1ee26928afc91ddc278e"],"state_sha256":"480bbe2cd5cfd54b2b6c7f6b0fbf2d3a451e86b3a625efb42b0a84e82ba2df2d"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"P2RHUER8Qq+S9ZDWJqLgm1Y3IFz+AXaJpdlg54DVcjVkfDPf9pTkxrQyZyNylSnyO4p02ICizZM1X/mcPoSIAA==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-20T17:46:44.973817Z","bundle_sha256":"d2bd05702df21d78dc8a700946ff33fcb33bf44709970a0647a85b22a5cac77b"}}