{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2026:CLSQ73IZ5CK6PUWYF464D3ZV7W","short_pith_number":"pith:CLSQ73IZ","schema_version":"1.0","canonical_sha256":"12e50fed19e895e7d2d82f3dc1ef35fdb83aa454cd2090c8e7ee62b0528455a9","source":{"kind":"arxiv","id":"2605.25208","version":1},"attestation_state":"computed","paper":{"title":"They Are Not the Same: Direct Causes Are Not Grounded Emotion Explanations","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.CL","authors_text":"Chee Seng Chan, Yan Xia, Zhuangzhuang Pan","submitted_at":"2026-05-24T18:16:13Z","abstract_excerpt":"Emotion-Cause Pair Extraction (ECPE) was introduced to explain why an emotion occurs, but this goal is now often reduced to binary pair/non-pair prediction. This proxy is useful for direct-cause extraction, yet easy to over-read as evidence grounded emotion explanation. We show that this interpretation is only partially valid. In IEMO-MECP, 90.9% of original positives remain emo-cause and 95.0% of original negatives remain non-pair, confirming that the binary ECPE task is largely preserved. The problem is that direct triggers alone do not constitute a grounded explanation. Emo-context, an utte"},"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":"2605.25208","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2026-05-24T18:16:13Z","cross_cats_sorted":[],"title_canon_sha256":"80359fe78eeccfda5eeaa473302c1c0aa3886dd15093b76a5d59fe6e51db9495","abstract_canon_sha256":"44d8bb224ed45f53b32c03df5eefcce837bd3999c233b431517a97b6b3684fed"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-05-26T02:04:23.392419Z","signature_b64":"jzv7m1plRt9XB+rbl0pzNnfFcbZQISGt5keFSoc32SRwPW+mZQnXGjMwOGKk21knX5WPKvn77KxI5wQdWZcmAg==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"12e50fed19e895e7d2d82f3dc1ef35fdb83aa454cd2090c8e7ee62b0528455a9","last_reissued_at":"2026-05-26T02:04:23.391653Z","signature_status":"signed_v1","first_computed_at":"2026-05-26T02:04:23.391653Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"They Are Not the Same: Direct Causes Are Not Grounded Emotion Explanations","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.CL","authors_text":"Chee Seng Chan, Yan Xia, Zhuangzhuang Pan","submitted_at":"2026-05-24T18:16:13Z","abstract_excerpt":"Emotion-Cause Pair Extraction (ECPE) was introduced to explain why an emotion occurs, but this goal is now often reduced to binary pair/non-pair prediction. This proxy is useful for direct-cause extraction, yet easy to over-read as evidence grounded emotion explanation. We show that this interpretation is only partially valid. In IEMO-MECP, 90.9% of original positives remain emo-cause and 95.0% of original negatives remain non-pair, confirming that the binary ECPE task is largely preserved. The problem is that direct triggers alone do not constitute a grounded explanation. Emo-context, an utte"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2605.25208","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/2605.25208/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":"2605.25208","created_at":"2026-05-26T02:04:23.391786+00:00"},{"alias_kind":"arxiv_version","alias_value":"2605.25208v1","created_at":"2026-05-26T02:04:23.391786+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2605.25208","created_at":"2026-05-26T02:04:23.391786+00:00"},{"alias_kind":"pith_short_12","alias_value":"CLSQ73IZ5CK6","created_at":"2026-05-26T02:04:23.391786+00:00"},{"alias_kind":"pith_short_16","alias_value":"CLSQ73IZ5CK6PUWY","created_at":"2026-05-26T02:04:23.391786+00:00"},{"alias_kind":"pith_short_8","alias_value":"CLSQ73IZ","created_at":"2026-05-26T02:04:23.391786+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/CLSQ73IZ5CK6PUWYF464D3ZV7W","json":"https://pith.science/pith/CLSQ73IZ5CK6PUWYF464D3ZV7W.json","graph_json":"https://pith.science/api/pith-number/CLSQ73IZ5CK6PUWYF464D3ZV7W/graph.json","events_json":"https://pith.science/api/pith-number/CLSQ73IZ5CK6PUWYF464D3ZV7W/events.json","paper":"https://pith.science/paper/CLSQ73IZ"},"agent_actions":{"view_html":"https://pith.science/pith/CLSQ73IZ5CK6PUWYF464D3ZV7W","download_json":"https://pith.science/pith/CLSQ73IZ5CK6PUWYF464D3ZV7W.json","view_paper":"https://pith.science/paper/CLSQ73IZ","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=2605.25208&json=true","fetch_graph":"https://pith.science/api/pith-number/CLSQ73IZ5CK6PUWYF464D3ZV7W/graph.json","fetch_events":"https://pith.science/api/pith-number/CLSQ73IZ5CK6PUWYF464D3ZV7W/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/CLSQ73IZ5CK6PUWYF464D3ZV7W/action/timestamp_anchor","attest_storage":"https://pith.science/pith/CLSQ73IZ5CK6PUWYF464D3ZV7W/action/storage_attestation","attest_author":"https://pith.science/pith/CLSQ73IZ5CK6PUWYF464D3ZV7W/action/author_attestation","sign_citation":"https://pith.science/pith/CLSQ73IZ5CK6PUWYF464D3ZV7W/action/citation_signature","submit_replication":"https://pith.science/pith/CLSQ73IZ5CK6PUWYF464D3ZV7W/action/replication_record"}},"created_at":"2026-05-26T02:04:23.391786+00:00","updated_at":"2026-05-26T02:04:23.391786+00:00"}