{"call_id":"call_795838cd","run_id":"20261015T165911Z-suite-paper_repro-baseline-8b4f85/paper_repro.angrist_krueger_1991.tab5_c1.agent/e1a1","step":"data","kind":"note","name":"data.transform","version":"","code_version":"62cdbe0860ad","inputs":{"dataset":"asciiqob","index":0,"op":"dummies","args":{"column":"yob","prefix":"yob","drop_first":false}},"input_digest":"","dataset_digests":{},"result":null,"outputs":{"rows_before":329509,"rows_after":329509,"frame_sha256_before":"845a36d4dcecb99dc3a3ec60644ca06fe9b5124e36f227bff2a9dc0f920912cb","frame_sha256_after":"d4b277b4997bfdcd49e3899e2ce2f8c574f255bc998e7bc95d0039e9ca8a099f"},"output_digest":"","params_versions":[],"sources":[],"started_at":"2026-10-15T16:59:15.691823Z","duration_ms":16.068959143012762,"error":null,"decided_by":"code","rationale":"","cached":false,"informed_by":[],"model":null,"prompt":null,"response":null,"tokens_in":null,"tokens_out":null,"meta":{}}
{"call_id":"call_b9cebac5","run_id":"20261015T165911Z-suite-paper_repro-baseline-8b4f85/paper_repro.angrist_krueger_1991.tab5_c1.agent/e1a1","step":"data","kind":"note","name":"data.transform","version":"","code_version":"62cdbe0860ad","inputs":{"dataset":"asciiqob","index":1,"op":"dummies","args":{"column":"qob","prefix":"qtr","drop_first":false}},"input_digest":"","dataset_digests":{},"result":null,"outputs":{"rows_before":329509,"rows_after":329509,"frame_sha256_before":"d4b277b4997bfdcd49e3899e2ce2f8c574f255bc998e7bc95d0039e9ca8a099f","frame_sha256_after":"2c53c053bf0084cbeff3ce1799226c2eb1124ab02cff75e2bd466d9f5015d318"},"output_digest":"","params_versions":[],"sources":[],"started_at":"2026-10-15T16:59:15.825179Z","duration_ms":7.867167005315423,"error":null,"decided_by":"code","rationale":"","cached":false,"informed_by":[],"model":null,"prompt":null,"response":null,"tokens_in":null,"tokens_out":null,"meta":{}}
{"call_id":"call_a2122a98","run_id":"20261015T165911Z-suite-paper_repro-baseline-8b4f85/paper_repro.angrist_krueger_1991.tab5_c1.agent/e1a1","step":"data","kind":"note","name":"data.transform","version":"","code_version":"62cdbe0860ad","inputs":{"dataset":"asciiqob","index":2,"op":"derive","args":{"name":"qtr1_yob30","op":"interaction","args":{"columns":["qtr_1","yob_30"]}}},"input_digest":"","dataset_digests":{},"result":null,"outputs":{"rows_before":329509,"rows_after":329509,"frame_sha256_before":"2c53c053bf0084cbeff3ce1799226c2eb1124ab02cff75e2bd466d9f5015d318","frame_sha256_after":"cf52bf944241c6d4e85aaca4af724096bcb00c6a2914cc64a7d5372d1b38b823"},"output_digest":"","params_versions":[],"sources":[],"started_at":"2026-10-15T16:59:15.998100Z","duration_ms":18.13816698268056,"error":null,"decided_by":"code","rationale":"","cached":false,"informed_by":[],"model":null,"prompt":null,"response":null,"tokens_in":null,"tokens_out":null,"meta":{}}
{"call_id":"call_620b66a8","run_id":"20261015T165911Z-suite-paper_repro-baseline-8b4f85/paper_repro.angrist_krueger_1991.tab5_c1.agent/e1a1","step":"data","kind":"note","name":"data.transform","version":"","code_version":"62cdbe0860ad","inputs":{"dataset":"asciiqob","index":3,"op":"derive","args":{"name":"qtr1_yob31","op":"interaction","args":{"columns":["qtr_1","yob_31"]}}},"input_digest":"","dataset_digests":{},"result":null,"outputs":{"rows_before":329509,"rows_after":329509,"frame_sha256_before":"cf52bf944241c6d4e85aaca4af724096bcb00c6a2914cc64a7d5372d1b38b823","frame_sha256_after":"c572825a7957796fd7c90bd214af4ab6a9242b5e13f1b9d12ba79c37f5b04c03"},"output_digest":"","params_versions":[],"sources":[],"started_at":"2026-10-15T16:59:16.192003Z","duration_ms":16.274333000183105,"error":null,"decided_by":"code","rationale":"","cached":false,"informed_by":[],"model":null,"prompt":null,"response":null,"tokens_in":null,"tokens_out":null,"meta":{}}
{"call_id":"call_46968d01","run_id":"20261015T165911Z-suite-paper_repro-baseline-8b4f85/paper_repro.angrist_krueger_1991.tab5_c1.agent/e1a1","step":"data","kind":"note","name":"data.transform","version":"","code_version":"62cdbe0860ad","inputs":{"dataset":"asciiqob","index":4,"op":"derive","args":{"name":"qtr1_yob32","op":"interaction","args":{"columns":["qtr_1","yob_32"]}}},"input_digest":"","dataset_digests":{},"result":null,"outputs":{"rows_before":329509,"rows_after":329509,"frame_sha256_before":"c572825a7957796fd7c90bd214af4ab6a9242b5e13f1b9d12ba79c37f5b04c03","frame_sha256_after":"f423f0515e5360de7abd99f3315fa62035787b3b5a9c6b97ce5d15981c590a17"},"output_digest":"","params_versions":[],"sources":[],"started_at":"2026-10-15T16:59:16.372278Z","duration_ms":3.6772917956113815,"error":null,"decided_by":"code","rationale":"","cached":false,"informed_by":[],"model":null,"prompt":null,"response":null,"tokens_in":null,"tokens_out":null,"meta":{}}
{"call_id":"call_294f433d","run_id":"20261015T165911Z-suite-paper_repro-baseline-8b4f85/paper_repro.angrist_krueger_1991.tab5_c1.agent/e1a1","step":"data","kind":"note","name":"data.transform","version":"","code_version":"62cdbe0860ad","inputs":{"dataset":"asciiqob","index":5,"op":"derive","args":{"name":"qtr1_yob33","op":"interaction","args":{"columns":["qtr_1","yob_33"]}}},"input_digest":"","dataset_digests":{},"result":null,"outputs":{"rows_before":329509,"rows_after":329509,"frame_sha256_before":"f423f0515e5360de7abd99f3315fa62035787b3b5a9c6b97ce5d15981c590a17","frame_sha256_after":"53a56d68c9d1c72ef3ed8459e80739be10bd5e330c506beb07e6b4f4727e98e9"},"output_digest":"","params_versions":[],"sources":[],"started_at":"2026-10-15T16:59:16.555001Z","duration_ms":17.813290935009718,"error":null,"decided_by":"code","rationale":"","cached":false,"informed_by":[],"model":null,"prompt":null,"response":null,"tokens_in":null,"tokens_out":null,"meta":{}}
{"call_id":"call_e7c96499","run_id":"20261015T165911Z-suite-paper_repro-baseline-8b4f85/paper_repro.angrist_krueger_1991.tab5_c1.agent/e1a1","step":"data","kind":"note","name":"data.transform","version":"","code_version":"62cdbe0860ad","inputs":{"dataset":"asciiqob","index":6,"op":"derive","args":{"name":"qtr1_yob34","op":"interaction","args":{"columns":["qtr_1","yob_34"]}}},"input_digest":"","dataset_digests":{},"result":null,"outputs":{"rows_before":329509,"rows_after":329509,"frame_sha256_before":"53a56d68c9d1c72ef3ed8459e80739be10bd5e330c506beb07e6b4f4727e98e9","frame_sha256_after":"4a3cff9083bbf4a8b60ab830ba41727cf0b4cfb41e01fa42081bb1ef481e044e"},"output_digest":"","params_versions":[],"sources":[],"started_at":"2026-10-15T16:59:16.733600Z","duration_ms":32.71787497214973,"error":null,"decided_by":"code","rationale":"","cached":false,"informed_by":[],"model":null,"prompt":null,"response":null,"tokens_in":null,"tokens_out":null,"meta":{}}
{"call_id":"call_0a086efb","run_id":"20261015T165911Z-suite-paper_repro-baseline-8b4f85/paper_repro.angrist_krueger_1991.tab5_c1.agent/e1a1","step":"data","kind":"note","name":"data.transform","version":"","code_version":"62cdbe0860ad","inputs":{"dataset":"asciiqob","index":7,"op":"derive","args":{"name":"qtr1_yob35","op":"interaction","args":{"columns":["qtr_1","yob_35"]}}},"input_digest":"","dataset_digests":{},"result":null,"outputs":{"rows_before":329509,"rows_after":329509,"frame_sha256_before":"4a3cff9083bbf4a8b60ab830ba41727cf0b4cfb41e01fa42081bb1ef481e044e","frame_sha256_after":"373b8fd4038ea042ee2781a13ebb42dc45327847c0c62cb782dea180c5dfeaba"},"output_digest":"","params_versions":[],"sources":[],"started_at":"2026-10-15T16:59:16.815009Z","duration_ms":23.060291074216366,"error":null,"decided_by":"code","rationale":"","cached":false,"informed_by":[],"model":null,"prompt":null,"response":null,"tokens_in":null,"tokens_out":null,"meta":{}}
{"call_id":"call_29bc806c","run_id":"20261015T165911Z-suite-paper_repro-baseline-8b4f85/paper_repro.angrist_krueger_1991.tab5_c1.agent/e1a1","step":"data","kind":"note","name":"data.transform","version":"","code_version":"62cdbe0860ad","inputs":{"dataset":"asciiqob","index":8,"op":"derive","args":{"name":"qtr1_yob36","op":"interaction","args":{"columns":["qtr_1","yob_36"]}}},"input_digest":"","dataset_digests":{},"result":null,"outputs":{"rows_before":329509,"rows_after":329509,"frame_sha256_before":"373b8fd4038ea042ee2781a13ebb42dc45327847c0c62cb782dea180c5dfeaba","frame_sha256_after":"e7e4772d7f729133ec5ec28a404d45ff13250e87b9ba32a4a1bc61acce3339bb"},"output_digest":"","params_versions":[],"sources":[],"started_at":"2026-10-15T16:59:16.892996Z","duration_ms":16.87679090537131,"error":null,"decided_by":"code","rationale":"","cached":false,"informed_by":[],"model":null,"prompt":null,"response":null,"tokens_in":null,"tokens_out":null,"meta":{}}
{"call_id":"call_59b6d775","run_id":"20261015T165911Z-suite-paper_repro-baseline-8b4f85/paper_repro.angrist_krueger_1991.tab5_c1.agent/e1a1","step":"data","kind":"note","name":"data.transform","version":"","code_version":"62cdbe0860ad","inputs":{"dataset":"asciiqob","index":9,"op":"derive","args":{"name":"qtr1_yob37","op":"interaction","args":{"columns":["qtr_1","yob_37"]}}},"input_digest":"","dataset_digests":{},"result":null,"outputs":{"rows_before":329509,"rows_after":329509,"frame_sha256_before":"e7e4772d7f729133ec5ec28a404d45ff13250e87b9ba32a4a1bc61acce3339bb","frame_sha256_after":"493704cb4202516e916a6c645cfdb2010f2dbe04b72fa5ed8431bb91ef76693a"},"output_digest":"","params_versions":[],"sources":[],"started_at":"2026-10-15T16:59:16.962628Z","duration_ms":7.767417002469301,"error":null,"decided_by":"code","rationale":"","cached":false,"informed_by":[],"model":null,"prompt":null,"response":null,"tokens_in":null,"tokens_out":null,"meta":{}}
{"call_id":"call_7412dd4b","run_id":"20261015T165911Z-suite-paper_repro-baseline-8b4f85/paper_repro.angrist_krueger_1991.tab5_c1.agent/e1a1","step":"data","kind":"note","name":"data.transform","version":"","code_version":"62cdbe0860ad","inputs":{"dataset":"asciiqob","index":10,"op":"derive","args":{"name":"qtr1_yob38","op":"interaction","args":{"columns":["qtr_1","yob_38"]}}},"input_digest":"","dataset_digests":{},"result":null,"outputs":{"rows_before":329509,"rows_after":329509,"frame_sha256_before":"493704cb4202516e916a6c645cfdb2010f2dbe04b72fa5ed8431bb91ef76693a","frame_sha256_after":"459fa0f195797a3bf1402d822322accaf582c22e653a3e23d44e1fd1a2c82dc1"},"output_digest":"","params_versions":[],"sources":[],"started_at":"2026-10-15T16:59:17.029222Z","duration_ms":13.142207870259881,"error":null,"decided_by":"code","rationale":"","cached":false,"informed_by":[],"model":null,"prompt":null,"response":null,"tokens_in":null,"tokens_out":null,"meta":{}}
{"call_id":"call_422ceb22","run_id":"20261015T165911Z-suite-paper_repro-baseline-8b4f85/paper_repro.angrist_krueger_1991.tab5_c1.agent/e1a1","step":"data","kind":"note","name":"data.transform","version":"","code_version":"62cdbe0860ad","inputs":{"dataset":"asciiqob","index":11,"op":"derive","args":{"name":"qtr1_yob39","op":"interaction","args":{"columns":["qtr_1","yob_39"]}}},"input_digest":"","dataset_digests":{},"result":null,"outputs":{"rows_before":329509,"rows_after":329509,"frame_sha256_before":"459fa0f195797a3bf1402d822322accaf582c22e653a3e23d44e1fd1a2c82dc1","frame_sha256_after":"85c2fdc43e1d9710414448b149c467239177e9ef8de87b8c7795e03a347cca21"},"output_digest":"","params_versions":[],"sources":[],"started_at":"2026-10-15T16:59:17.099334Z","duration_ms":23.034665966406465,"error":null,"decided_by":"code","rationale":"","cached":false,"informed_by":[],"model":null,"prompt":null,"response":null,"tokens_in":null,"tokens_out":null,"meta":{}}
{"call_id":"call_829c098e","run_id":"20261015T165911Z-suite-paper_repro-baseline-8b4f85/paper_repro.angrist_krueger_1991.tab5_c1.agent/e1a1","step":"data","kind":"note","name":"data.transform","version":"","code_version":"62cdbe0860ad","inputs":{"dataset":"asciiqob","index":12,"op":"derive","args":{"name":"qtr2_yob30","op":"interaction","args":{"columns":["qtr_2","yob_30"]}}},"input_digest":"","dataset_digests":{},"result":null,"outputs":{"rows_before":329509,"rows_after":329509,"frame_sha256_before":"85c2fdc43e1d9710414448b149c467239177e9ef8de87b8c7795e03a347cca21","frame_sha256_after":"221b8d8c4186dbb6d129666bf97649ca6219dd2a08898f5e25ce688b1d443121"},"output_digest":"","params_versions":[],"sources":[],"started_at":"2026-10-15T16:59:17.179955Z","duration_ms":21.799291018396616,"error":null,"decided_by":"code","rationale":"","cached":false,"informed_by":[],"model":null,"prompt":null,"response":null,"tokens_in":null,"tokens_out":null,"meta":{}}
{"call_id":"call_26314623","run_id":"20261015T165911Z-suite-paper_repro-baseline-8b4f85/paper_repro.angrist_krueger_1991.tab5_c1.agent/e1a1","step":"data","kind":"note","name":"data.transform","version":"","code_version":"62cdbe0860ad","inputs":{"dataset":"asciiqob","index":13,"op":"derive","args":{"name":"qtr2_yob31","op":"interaction","args":{"columns":["qtr_2","yob_31"]}}},"input_digest":"","dataset_digests":{},"result":null,"outputs":{"rows_before":329509,"rows_after":329509,"frame_sha256_before":"221b8d8c4186dbb6d129666bf97649ca6219dd2a08898f5e25ce688b1d443121","frame_sha256_after":"318603958de3494c3036014aef9be872d817f3a3735ddba9c25a9d01d5ab104b"},"output_digest":"","params_versions":[],"sources":[],"started_at":"2026-10-15T16:59:17.262728Z","duration_ms":29.921749839559197,"error":null,"decided_by":"code","rationale":"","cached":false,"informed_by":[],"model":null,"prompt":null,"response":null,"tokens_in":null,"tokens_out":null,"meta":{}}
{"call_id":"call_ef58d7fd","run_id":"20261015T165911Z-suite-paper_repro-baseline-8b4f85/paper_repro.angrist_krueger_1991.tab5_c1.agent/e1a1","step":"data","kind":"note","name":"data.transform","version":"","code_version":"62cdbe0860ad","inputs":{"dataset":"asciiqob","index":14,"op":"derive","args":{"name":"qtr2_yob32","op":"interaction","args":{"columns":["qtr_2","yob_32"]}}},"input_digest":"","dataset_digests":{},"result":null,"outputs":{"rows_before":329509,"rows_after":329509,"frame_sha256_before":"318603958de3494c3036014aef9be872d817f3a3735ddba9c25a9d01d5ab104b","frame_sha256_after":"069525d0a1fe9593235dcfa36630cacdcda74f9f36743970b0253f41783c0907"},"output_digest":"","params_versions":[],"sources":[],"started_at":"2026-10-15T16:59:17.356732Z","duration_ms":9.244750021025538,"error":null,"decided_by":"code","rationale":"","cached":false,"informed_by":[],"model":null,"prompt":null,"response":null,"tokens_in":null,"tokens_out":null,"meta":{}}
{"call_id":"call_3561f884","run_id":"20261015T165911Z-suite-paper_repro-baseline-8b4f85/paper_repro.angrist_krueger_1991.tab5_c1.agent/e1a1","step":"data","kind":"note","name":"data.transform","version":"","code_version":"62cdbe0860ad","inputs":{"dataset":"asciiqob","index":15,"op":"derive","args":{"name":"qtr2_yob33","op":"interaction","args":{"columns":["qtr_2","yob_33"]}}},"input_digest":"","dataset_digests":{},"result":null,"outputs":{"rows_before":329509,"rows_after":329509,"frame_sha256_before":"069525d0a1fe9593235dcfa36630cacdcda74f9f36743970b0253f41783c0907","frame_sha256_after":"64ef72351a15a7503cf8ed2cec0d2ede851268b1087ff7b2487677adaa031aef"},"output_digest":"","params_versions":[],"sources":[],"started_at":"2026-10-15T16:59:17.421162Z","duration_ms":49.652166897431016,"error":null,"decided_by":"code","rationale":"","cached":false,"informed_by":[],"model":null,"prompt":null,"response":null,"tokens_in":null,"tokens_out":null,"meta":{}}
{"call_id":"call_39e9617d","run_id":"20261015T165911Z-suite-paper_repro-baseline-8b4f85/paper_repro.angrist_krueger_1991.tab5_c1.agent/e1a1","step":"data","kind":"note","name":"data.transform","version":"","code_version":"62cdbe0860ad","inputs":{"dataset":"asciiqob","index":16,"op":"derive","args":{"name":"qtr2_yob34","op":"interaction","args":{"columns":["qtr_2","yob_34"]}}},"input_digest":"","dataset_digests":{},"result":null,"outputs":{"rows_before":329509,"rows_after":329509,"frame_sha256_before":"64ef72351a15a7503cf8ed2cec0d2ede851268b1087ff7b2487677adaa031aef","frame_sha256_after":"0c272ae20586c634ae8ebd9fd5f3ee37685cdfff8df1b108efb70ba1f4b9c9a3"},"output_digest":"","params_versions":[],"sources":[],"started_at":"2026-10-15T16:59:17.531547Z","duration_ms":53.63279115408659,"error":null,"decided_by":"code","rationale":"","cached":false,"informed_by":[],"model":null,"prompt":null,"response":null,"tokens_in":null,"tokens_out":null,"meta":{}}
{"call_id":"call_bc9a79c0","run_id":"20261015T165911Z-suite-paper_repro-baseline-8b4f85/paper_repro.angrist_krueger_1991.tab5_c1.agent/e1a1","step":"data","kind":"note","name":"data.transform","version":"","code_version":"62cdbe0860ad","inputs":{"dataset":"asciiqob","index":17,"op":"derive","args":{"name":"qtr2_yob35","op":"interaction","args":{"columns":["qtr_2","yob_35"]}}},"input_digest":"","dataset_digests":{},"result":null,"outputs":{"rows_before":329509,"rows_after":329509,"frame_sha256_before":"0c272ae20586c634ae8ebd9fd5f3ee37685cdfff8df1b108efb70ba1f4b9c9a3","frame_sha256_after":"7856b1936015432577a29b89b4408faa650bdb4d1b7021f1d8dd9fc1e94b1127"},"output_digest":"","params_versions":[],"sources":[],"started_at":"2026-10-15T16:59:17.641579Z","duration_ms":83.80866702646017,"error":null,"decided_by":"code","rationale":"","cached":false,"informed_by":[],"model":null,"prompt":null,"response":null,"tokens_in":null,"tokens_out":null,"meta":{}}
{"call_id":"call_43376a61","run_id":"20261015T165911Z-suite-paper_repro-baseline-8b4f85/paper_repro.angrist_krueger_1991.tab5_c1.agent/e1a1","step":"data","kind":"note","name":"data.transform","version":"","code_version":"62cdbe0860ad","inputs":{"dataset":"asciiqob","index":18,"op":"derive","args":{"name":"qtr2_yob36","op":"interaction","args":{"columns":["qtr_2","yob_36"]}}},"input_digest":"","dataset_digests":{},"result":null,"outputs":{"rows_before":329509,"rows_after":329509,"frame_sha256_before":"7856b1936015432577a29b89b4408faa650bdb4d1b7021f1d8dd9fc1e94b1127","frame_sha256_after":"06252be82053a5d45fbbf2d5be6119e03ace6607f1382de5c81e917772abe72e"},"output_digest":"","params_versions":[],"sources":[],"started_at":"2026-10-15T16:59:17.794697Z","duration_ms":41.8670829385519,"error":null,"decided_by":"code","rationale":"","cached":false,"informed_by":[],"model":null,"prompt":null,"response":null,"tokens_in":null,"tokens_out":null,"meta":{}}
{"call_id":"call_f7b452c8","run_id":"20261015T165911Z-suite-paper_repro-baseline-8b4f85/paper_repro.angrist_krueger_1991.tab5_c1.agent/e1a1","step":"data","kind":"note","name":"data.transform","version":"","code_version":"62cdbe0860ad","inputs":{"dataset":"asciiqob","index":19,"op":"derive","args":{"name":"qtr2_yob37","op":"interaction","args":{"columns":["qtr_2","yob_37"]}}},"input_digest":"","dataset_digests":{},"result":null,"outputs":{"rows_before":329509,"rows_after":329509,"frame_sha256_before":"06252be82053a5d45fbbf2d5be6119e03ace6607f1382de5c81e917772abe72e","frame_sha256_after":"4a442f63e865fa0e5af4b6f8f4a10eb018920ef8586de2d18cedd016fa8e136b"},"output_digest":"","params_versions":[],"sources":[],"started_at":"2026-10-15T16:59:17.902436Z","duration_ms":76.20975002646446,"error":null,"decided_by":"code","rationale":"","cached":false,"informed_by":[],"model":null,"prompt":null,"response":null,"tokens_in":null,"tokens_out":null,"meta":{}}
{"call_id":"call_272ad316","run_id":"20261015T165911Z-suite-paper_repro-baseline-8b4f85/paper_repro.angrist_krueger_1991.tab5_c1.agent/e1a1","step":"data","kind":"note","name":"data.transform","version":"","code_version":"62cdbe0860ad","inputs":{"dataset":"asciiqob","index":20,"op":"derive","args":{"name":"qtr2_yob38","op":"interaction","args":{"columns":["qtr_2","yob_38"]}}},"input_digest":"","dataset_digests":{},"result":null,"outputs":{"rows_before":329509,"rows_after":329509,"frame_sha256_before":"4a442f63e865fa0e5af4b6f8f4a10eb018920ef8586de2d18cedd016fa8e136b","frame_sha256_after":"1a895d8e4ad2f412a4a4cdd7327c68018d74ff113f55823b8020806f177eb616"},"output_digest":"","params_versions":[],"sources":[],"started_at":"2026-10-15T16:59:18.040946Z","duration_ms":73.17433296702802,"error":null,"decided_by":"code","rationale":"","cached":false,"informed_by":[],"model":null,"prompt":null,"response":null,"tokens_in":null,"tokens_out":null,"meta":{}}
{"call_id":"call_86397fbe","run_id":"20261015T165911Z-suite-paper_repro-baseline-8b4f85/paper_repro.angrist_krueger_1991.tab5_c1.agent/e1a1","step":"data","kind":"note","name":"data.transform","version":"","code_version":"62cdbe0860ad","inputs":{"dataset":"asciiqob","index":21,"op":"derive","args":{"name":"qtr2_yob39","op":"interaction","args":{"columns":["qtr_2","yob_39"]}}},"input_digest":"","dataset_digests":{},"result":null,"outputs":{"rows_before":329509,"rows_after":329509,"frame_sha256_before":"1a895d8e4ad2f412a4a4cdd7327c68018d74ff113f55823b8020806f177eb616","frame_sha256_after":"7fd62953f64caebb4c7a7ff8cb480a69f5665b45d4437738af22d83714f69d09"},"output_digest":"","params_versions":[],"sources":[],"started_at":"2026-10-15T16:59:18.186133Z","duration_ms":36.495333071798086,"error":null,"decided_by":"code","rationale":"","cached":false,"informed_by":[],"model":null,"prompt":null,"response":null,"tokens_in":null,"tokens_out":null,"meta":{}}
{"call_id":"call_8e54c72b","run_id":"20261015T165911Z-suite-paper_repro-baseline-8b4f85/paper_repro.angrist_krueger_1991.tab5_c1.agent/e1a1","step":"data","kind":"note","name":"data.transform","version":"","code_version":"62cdbe0860ad","inputs":{"dataset":"asciiqob","index":22,"op":"derive","args":{"name":"qtr3_yob30","op":"interaction","args":{"columns":["qtr_3","yob_30"]}}},"input_digest":"","dataset_digests":{},"result":null,"outputs":{"rows_before":329509,"rows_after":329509,"frame_sha256_before":"7fd62953f64caebb4c7a7ff8cb480a69f5665b45d4437738af22d83714f69d09","frame_sha256_after":"fbb95e8313587fec8f74a15289b200d852a6e464c2efbea577b23a0657b8c731"},"output_digest":"","params_versions":[],"sources":[],"started_at":"2026-10-15T16:59:18.303045Z","duration_ms":68.19679099135101,"error":null,"decided_by":"code","rationale":"","cached":false,"informed_by":[],"model":null,"prompt":null,"response":null,"tokens_in":null,"tokens_out":null,"meta":{}}
{"call_id":"call_4c6eafd3","run_id":"20261015T165911Z-suite-paper_repro-baseline-8b4f85/paper_repro.angrist_krueger_1991.tab5_c1.agent/e1a1","step":"data","kind":"note","name":"data.transform","version":"","code_version":"62cdbe0860ad","inputs":{"dataset":"asciiqob","index":23,"op":"derive","args":{"name":"qtr3_yob31","op":"interaction","args":{"columns":["qtr_3","yob_31"]}}},"input_digest":"","dataset_digests":{},"result":null,"outputs":{"rows_before":329509,"rows_after":329509,"frame_sha256_before":"fbb95e8313587fec8f74a15289b200d852a6e464c2efbea577b23a0657b8c731","frame_sha256_after":"3c39c77165bacb89b982b0315d5d4022667b480ada702c6ee9de68043d7824f1"},"output_digest":"","params_versions":[],"sources":[],"started_at":"2026-10-15T16:59:18.457284Z","duration_ms":29.31229188106954,"error":null,"decided_by":"code","rationale":"","cached":false,"informed_by":[],"model":null,"prompt":null,"response":null,"tokens_in":null,"tokens_out":null,"meta":{}}
{"call_id":"call_2e37b35d","run_id":"20261015T165911Z-suite-paper_repro-baseline-8b4f85/paper_repro.angrist_krueger_1991.tab5_c1.agent/e1a1","step":"data","kind":"note","name":"data.transform","version":"","code_version":"62cdbe0860ad","inputs":{"dataset":"asciiqob","index":24,"op":"derive","args":{"name":"qtr3_yob32","op":"interaction","args":{"columns":["qtr_3","yob_32"]}}},"input_digest":"","dataset_digests":{},"result":null,"outputs":{"rows_before":329509,"rows_after":329509,"frame_sha256_before":"3c39c77165bacb89b982b0315d5d4022667b480ada702c6ee9de68043d7824f1","frame_sha256_after":"7e4ccc705689ece03003eba86d7a9a5141c347eeb1847fc7ea53c42bbef73fd9"},"output_digest":"","params_versions":[],"sources":[],"started_at":"2026-10-15T16:59:18.565007Z","duration_ms":53.1101250089705,"error":null,"decided_by":"code","rationale":"","cached":false,"informed_by":[],"model":null,"prompt":null,"response":null,"tokens_in":null,"tokens_out":null,"meta":{}}
{"call_id":"call_981b351a","run_id":"20261015T165911Z-suite-paper_repro-baseline-8b4f85/paper_repro.angrist_krueger_1991.tab5_c1.agent/e1a1","step":"data","kind":"note","name":"data.transform","version":"","code_version":"62cdbe0860ad","inputs":{"dataset":"asciiqob","index":25,"op":"derive","args":{"name":"qtr3_yob33","op":"interaction","args":{"columns":["qtr_3","yob_33"]}}},"input_digest":"","dataset_digests":{},"result":null,"outputs":{"rows_before":329509,"rows_after":329509,"frame_sha256_before":"7e4ccc705689ece03003eba86d7a9a5141c347eeb1847fc7ea53c42bbef73fd9","frame_sha256_after":"e14e138d365dccbd770cdd1cb983ba14358b98aed287f7a0665ced7f4abe717a"},"output_digest":"","params_versions":[],"sources":[],"started_at":"2026-10-15T16:59:18.690844Z","duration_ms":26.11604193225503,"error":null,"decided_by":"code","rationale":"","cached":false,"informed_by":[],"model":null,"prompt":null,"response":null,"tokens_in":null,"tokens_out":null,"meta":{}}
{"call_id":"call_795996a3","run_id":"20261015T165911Z-suite-paper_repro-baseline-8b4f85/paper_repro.angrist_krueger_1991.tab5_c1.agent/e1a1","step":"data","kind":"note","name":"data.transform","version":"","code_version":"62cdbe0860ad","inputs":{"dataset":"asciiqob","index":26,"op":"derive","args":{"name":"qtr3_yob34","op":"interaction","args":{"columns":["qtr_3","yob_34"]}}},"input_digest":"","dataset_digests":{},"result":null,"outputs":{"rows_before":329509,"rows_after":329509,"frame_sha256_before":"e14e138d365dccbd770cdd1cb983ba14358b98aed287f7a0665ced7f4abe717a","frame_sha256_after":"efea1aed1a08c4596fcb8972927d2535a600ef4440cf5040b67007aef3a84127"},"output_digest":"","params_versions":[],"sources":[],"started_at":"2026-10-15T16:59:18.798445Z","duration_ms":53.20316692814231,"error":null,"decided_by":"code","rationale":"","cached":false,"informed_by":[],"model":null,"prompt":null,"response":null,"tokens_in":null,"tokens_out":null,"meta":{}}
{"call_id":"call_55fc73e0","run_id":"20261015T165911Z-suite-paper_repro-baseline-8b4f85/paper_repro.angrist_krueger_1991.tab5_c1.agent/e1a1","step":"data","kind":"note","name":"data.transform","version":"","code_version":"62cdbe0860ad","inputs":{"dataset":"asciiqob","index":27,"op":"derive","args":{"name":"qtr3_yob35","op":"interaction","args":{"columns":["qtr_3","yob_35"]}}},"input_digest":"","dataset_digests":{},"result":null,"outputs":{"rows_before":329509,"rows_after":329509,"frame_sha256_before":"efea1aed1a08c4596fcb8972927d2535a600ef4440cf5040b67007aef3a84127","frame_sha256_after":"889c869c49df8a8dcb1e48e5138ecef3b232d9fef6df10b3a650c39c6392f114"},"output_digest":"","params_versions":[],"sources":[],"started_at":"2026-10-15T16:59:18.948909Z","duration_ms":77.03708298504353,"error":null,"decided_by":"code","rationale":"","cached":false,"informed_by":[],"model":null,"prompt":null,"response":null,"tokens_in":null,"tokens_out":null,"meta":{}}
{"call_id":"call_e11425c8","run_id":"20261015T165911Z-suite-paper_repro-baseline-8b4f85/paper_repro.angrist_krueger_1991.tab5_c1.agent/e1a1","step":"data","kind":"note","name":"data.transform","version":"","code_version":"62cdbe0860ad","inputs":{"dataset":"asciiqob","index":28,"op":"derive","args":{"name":"qtr3_yob36","op":"interaction","args":{"columns":["qtr_3","yob_36"]}}},"input_digest":"","dataset_digests":{},"result":null,"outputs":{"rows_before":329509,"rows_after":329509,"frame_sha256_before":"889c869c49df8a8dcb1e48e5138ecef3b232d9fef6df10b3a650c39c6392f114","frame_sha256_after":"4690bc1fd2a90614bfe63ec05fbfeb9e90922fe468ff96c14b17611da2a6c81d"},"output_digest":"","params_versions":[],"sources":[],"started_at":"2026-10-15T16:59:19.099981Z","duration_ms":50.213334150612354,"error":null,"decided_by":"code","rationale":"","cached":false,"informed_by":[],"model":null,"prompt":null,"response":null,"tokens_in":null,"tokens_out":null,"meta":{}}
{"call_id":"call_0b606dbc","run_id":"20261015T165911Z-suite-paper_repro-baseline-8b4f85/paper_repro.angrist_krueger_1991.tab5_c1.agent/e1a1","step":"data","kind":"note","name":"data.transform","version":"","code_version":"62cdbe0860ad","inputs":{"dataset":"asciiqob","index":29,"op":"derive","args":{"name":"qtr3_yob37","op":"interaction","args":{"columns":["qtr_3","yob_37"]}}},"input_digest":"","dataset_digests":{},"result":null,"outputs":{"rows_before":329509,"rows_after":329509,"frame_sha256_before":"4690bc1fd2a90614bfe63ec05fbfeb9e90922fe468ff96c14b17611da2a6c81d","frame_sha256_after":"73cf0a1d91c673b3e5e8cab5635d6dcc182cd6e2c13adc22f24314647cf837e1"},"output_digest":"","params_versions":[],"sources":[],"started_at":"2026-10-15T16:59:19.360340Z","duration_ms":27.21929200924933,"error":null,"decided_by":"code","rationale":"","cached":false,"informed_by":[],"model":null,"prompt":null,"response":null,"tokens_in":null,"tokens_out":null,"meta":{}}
{"call_id":"call_7543d91c","run_id":"20261015T165911Z-suite-paper_repro-baseline-8b4f85/paper_repro.angrist_krueger_1991.tab5_c1.agent/e1a1","step":"data","kind":"note","name":"data.transform","version":"","code_version":"62cdbe0860ad","inputs":{"dataset":"asciiqob","index":30,"op":"derive","args":{"name":"qtr3_yob38","op":"interaction","args":{"columns":["qtr_3","yob_38"]}}},"input_digest":"","dataset_digests":{},"result":null,"outputs":{"rows_before":329509,"rows_after":329509,"frame_sha256_before":"73cf0a1d91c673b3e5e8cab5635d6dcc182cd6e2c13adc22f24314647cf837e1","frame_sha256_after":"adbbeec74207c00a6e5a4a544dac73faabb5088cb91a161f34ea080aa75a7c43"},"output_digest":"","params_versions":[],"sources":[],"started_at":"2026-10-15T16:59:19.480554Z","duration_ms":46.23633297160268,"error":null,"decided_by":"code","rationale":"","cached":false,"informed_by":[],"model":null,"prompt":null,"response":null,"tokens_in":null,"tokens_out":null,"meta":{}}
{"call_id":"call_23811f8f","run_id":"20261015T165911Z-suite-paper_repro-baseline-8b4f85/paper_repro.angrist_krueger_1991.tab5_c1.agent/e1a1","step":"data","kind":"note","name":"data.transform","version":"","code_version":"62cdbe0860ad","inputs":{"dataset":"asciiqob","index":31,"op":"derive","args":{"name":"qtr3_yob39","op":"interaction","args":{"columns":["qtr_3","yob_39"]}}},"input_digest":"","dataset_digests":{},"result":null,"outputs":{"rows_before":329509,"rows_after":329509,"frame_sha256_before":"adbbeec74207c00a6e5a4a544dac73faabb5088cb91a161f34ea080aa75a7c43","frame_sha256_after":"654074d5953a60c49422fd28f157a9ede3a844493e1280ba284d386a05958cf7"},"output_digest":"","params_versions":[],"sources":[],"started_at":"2026-10-15T16:59:19.634971Z","duration_ms":88.32283411175013,"error":null,"decided_by":"code","rationale":"","cached":false,"informed_by":[],"model":null,"prompt":null,"response":null,"tokens_in":null,"tokens_out":null,"meta":{}}
{"call_id":"call_88bbd2c3","run_id":"20261015T165911Z-suite-paper_repro-baseline-8b4f85/paper_repro.angrist_krueger_1991.tab5_c1.agent/e1a1","step":"analysis","kind":"llm","name":"llm.analyst.baseline","version":"","code_version":"62cdbe0860ad","inputs":{"tools":["calc__annuity","calc__breakeven","calc__combine","calc__discount","calc__fiscal_impact","core__atkinson","core__equivalent_variation","core__fgt","core__gini","core__indirect_incidence","core__kakwani","core__mvpf","core__palma","core__quantile_shares","core__reynolds_smolensky","core__scale_effect","core__theil","core__welfare_change","data__cite","data__describe","data__siconfi","data__sidra","evidence__pool_dl","infer__ate","infer__density_test","infer__did_2x2","infer__did_staggered","infer__event_study","infer__fe","infer__fisher_exact","infer__iv_2sls","infer__linear_hypothesis","infer__mde","infer__neyman","infer__ols","infer__power","infer__randomization_inference","infer__rdd","infer__sample_size","infer__twfe","infer__wald_late","submit_answer"],"exemplars":[]},"input_digest":"","dataset_digests":{},"result":null,"outputs":null,"output_digest":"","params_versions":[],"sources":[],"started_at":"2026-10-15T16:59:19.984139Z","duration_ms":0.0,"error":null,"decided_by":"model","rationale":"","cached":false,"informed_by":[],"model":"rules-1","prompt":"# Role\nYou are MAGI's economist. A municipal analyst in Brazil asks a question; you answer it by choosing registered tools and their arguments. The tools compute every number. Your job is to recognise how the data were generated, pick the tool whose design matches, read what it reports, and say what the result means for the analyst.\n\n# Rules\n1. You never compute a number. Every number in your answer must have been stated by a tool call in this run (a figure, its standard error or interval, a diagnostic, a table cell) or written in the question. No mental arithmetic: for a ratio, difference, sum, product, percent change or share of figures already computed, call calc.combine; to restate a log-point coefficient as a percent or an effect in standard deviations, call core.scale_effect.\n2. Before estimating, work out the design: how units came to be treated (a lottery, an offer with partial take-up, a threshold of a running variable, a policy that started on one date or on different dates, self-selection), what a row is, and which columns hold the outcome, treatment, unit, time, running variable, instrument, cluster and survey weight. Call data.describe when the columns are unclear. Then choose the tool whose \"Use when\" matches and heed its \"Avoid when\".\n3. Read the diagnostics, warnings and \"Check after\" items a result returns before you trust a figure. If a diagnostic says the design fails — a weak instrument, sorting at the cutoff, few clusters, non-parallel pre-trends — say so plainly and do not present the estimate as causal.\n4. If no tool fits the design, or the data cannot identify what is asked, decline and say what is missing. Never invent a design, a column or a number.\n5. A tool that errors or declines returns its reason; fix the arguments and call again, or choose another tool.\n6. Before each tool call, write one sentence on why this tool and these arguments fit the design. It is recorded as your rationale.\n7. Finish with submit_answer. Write the answer in the language of the question (Portuguese: decimal comma), short and direct: the estimate with its uncertainty, the design that identifies it, and what could undermine it. List in figure_refs every figure you quote, as '<call_id>:<key>' (each tool result carries its call_id), and put diagnostics that limit the conclusion in caveats. Write numbers as the tools stated them; do not quote rule-of-thumb thresholds as numbers.\n\n# Datasets\nPass a dataset's id as the `dataset` argument.\n{\n \"id\": \"asciiqob\",\n \"rows\": 329509,\n \"description\": \"Joshua Angrist's minimal extract of the 1980 Census used by Angrist and Krueger (1991), 'Does Compulsory School Attendance Affect Schooling and Earnings?' (asciiqob.txt in asciiqob.zip): one row per man born in the United States in 1930-1939, from the 5 percent public-use sample of the 1980 Census (329,509 rows). Columns: lwklywge, the log of weekly earnings in 1979; educ, years of education; yob, year of birth (30 for 1930 to 39 for 1939); qob, quarter of birth (1 to 4); pob, state of birth (census code). Added by the declared transforms: yob_30 to yob_39, one indicator per year of birth; qtr_1 to qtr_4, one indicator per quarter of birth; and qtr1_yob30 to qtr3_yob39, thirty columns, each the product of the indicator for quarter of birth 1, 2 or 3 and the indicator for one year of birth (qtr2_yob35 is 1 for men born in the second quarter of 1935).\",\n \"columns\": {\n  \"lwklywge\": \"float64\",\n  \"educ\": \"int64\",\n  \"yob\": \"int64\",\n  \"qob\": \"int64\",\n  \"pob\": \"int64\",\n  \"yob_30\": \"int64\",\n  \"yob_31\": \"int64\",\n  \"yob_32\": \"int64\",\n  \"yob_33\": \"int64\",\n  \"yob_34\": \"int64\",\n  \"yob_35\": \"int64\",\n  \"yob_36\": \"int64\",\n  \"yob_37\": \"int64\",\n  \"yob_38\": \"int64\",\n  \"yob_39\": \"int64\",\n  \"qtr_1\": \"int64\",\n  \"qtr_2\": \"int64\",\n  \"qtr_3\": \"int64\",\n  \"qtr_4\": \"int64\",\n  \"qtr1_yob30\": \"int64\",\n  \"qtr1_yob31\": \"int64\",\n  \"qtr1_yob32\": \"int64\",\n  \"qtr1_yob33\": \"int64\",\n  \"qtr1_yob34\": \"int64\",\n  \"qtr1_yob35\": \"int64\",\n  \"qtr1_yob36\": \"int64\",\n  \"qtr1_yob37\": \"int64\",\n  \"qtr1_yob38\": \"int64\",\n  \"qtr1_yob39\": \"int64\",\n  \"qtr2_yob30\": \"int64\",\n  \"qtr2_yob31\": \"int64\",\n  \"qtr2_yob32\": \"int64\",\n  \"qtr2_yob33\": \"int64\",\n  \"qtr2_yob34\": \"int64\",\n  \"qtr2_yob35\": \"int64\",\n  \"qtr2_yob36\": \"int64\",\n  \"qtr2_yob37\": \"int64\",\n  \"qtr2_yob38\": \"int64\",\n  \"qtr2_yob39\": \"int64\",\n  \"qtr3_yob30\": \"int64\",\n  \"qtr3_yob31\": \"int64\",\n  \"qtr3_yob32\": \"int64\",\n  \"qtr3_yob33\": \"int64\",\n  \"qtr3_yob34\": \"int64\",\n  \"qtr3_yob35\": \"int64\",\n  \"qtr3_yob36\": \"int64\",\n  \"qtr3_yob37\": \"int64\",\n  \"qtr3_yob38\": \"int64\",\n  \"qtr3_yob39\": \"int64\"\n }\n}\n\n# Question\nAngrist and Krueger (1991), 'Does Compulsory School Attendance Affect Schooling and Earnings?', Table V, column (1): for men born in 1930-1939 in the 1980 Census, estimate by ordinary least squares the return to education, regressing the log of weekly earnings on years of education with nine year-of-birth dummies and an intercept. Report the coefficient on years of education.","response":"submit_answer({\"answer\": \"Pelas regras deste roteador não identifiquei um desenho que responda à pergunta; nenhuma estimativa foi feita.\", \"figure_refs\": [], \"caveats\": []})","tokens_in":0,"tokens_out":0,"meta":{"turn_call_id":"call_88bbd2c3","text":"","tool_calls":[{"vendor_id":"baseline_answer","llm_name":"submit_answer","tool_id":null,"args":{"answer":"Pelas regras deste roteador não identifiquei um desenho que responda à pergunta; nenhuma estimativa foi feita.","figure_refs":[],"caveats":[]}}],"request":{"system_stable_ref":"433a6877aa6a378bbd4b7e2752e484d8cb7499c562d68222be231f62ff2fa420","system_task_ref":"5dcbb49d15a67a349804a691c05e962a49db6126344761c58f491d7f4d3e6c37","tools_ref":"52ab03d8ec104abb85572294bf8a469d75c5de9e74d6042caabff8017adc572b","contents_refs":[],"messages_refs":["e62781726cf8bf8afb20d391adb8c339dfcc9f5f14737566ab18d1f349168c17"],"config":{}},"attempts":[],"response_id":null,"finish_reason":"tool_use","model_reported":"rules-1","usage":{"input":0,"output":0,"thoughts":0,"cached":0},"thoughts":null,"vendor":false,"wall_ms":0.7593329064548016}}
{"call_id":"call_98acc4de","run_id":"20261015T165911Z-suite-paper_repro-baseline-8b4f85/paper_repro.angrist_krueger_1991.tab5_c1.agent/e1a1","step":"analysis","kind":"note","name":"analyst.guard","version":"","code_version":"62cdbe0860ad","inputs":{},"input_digest":"","dataset_digests":{},"result":null,"outputs":null,"output_digest":"","params_versions":[],"sources":[],"started_at":"2026-10-15T16:59:19.989328Z","duration_ms":0.0,"error":null,"decided_by":"code","rationale":"","cached":false,"informed_by":[],"model":null,"prompt":null,"response":null,"tokens_in":null,"tokens_out":null,"meta":{"turn_id":"call_88bbd2c3","numbers_found":[],"unbacked":[],"uncited":[],"invalid_refs":[],"empty":false,"verdict":"accepted","retries_left":1,"vendor_id":"baseline_answer"}}