# run-2026-06-04-mcp-run313-llm-mega-200c-180d-250q-sonnet46-prose-followup-800tok, LLM scale 10x chronology answering (FAIL)

## Scope

- Source: chronology DB, 200 companies, 600 stakeholders, 180 simulated days.
- Retrieval: Sibyl local search, top 8 context rows per question.
- LLM: DeepSeek `claude-sonnet-4-6`, temperature 0, max tokens 800, `prose` output.
- Follow-up mode: `natural`.
- This tests retrieval plus LLM answering, not retrieval alone.

## Summary

| Metric | Value |
|---|---:|
| Initial questions passed | 243 / 250 |
| Questions passed | 243 / 250 |
| Retrieval contained expected facts | 243 / 250 |
| Follow-ups attempted | 0 |
| Prompt tokens | 127625 |
| Completion tokens | 10092 |
| Estimated cost USD | 0.534255 |

## Questions

| Question | Initial passed | Final passed | Retrieval had expected facts | Follow-up | Initial cost USD |
|---|---:|---:|---:|---:|---:|
| status_company_001 | True | True | True | False | 0.001707 |
| status_company_005 | True | True | True | False | 0.001737 |
| status_company_009 | True | True | True | False | 0.001692 |
| status_company_014 | True | True | True | False | 0.001782 |
| status_company_018 | True | True | True | False | 0.001782 |
| status_company_022 | True | True | True | False | 0.001737 |
| status_company_026 | True | True | True | False | 0.001737 |
| status_company_031 | True | True | True | False | 0.001692 |
| status_company_035 | True | True | True | False | 0.001722 |
| status_company_039 | True | True | True | False | 0.001692 |
| status_company_043 | True | True | True | False | 0.001797 |
| status_company_048 | True | True | True | False | 0.001752 |
| status_company_052 | True | True | True | False | 0.001722 |
| status_company_056 | True | True | True | False | 0.001737 |
| status_company_060 | True | True | True | False | 0.001782 |
| status_company_065 | True | True | True | False | 0.001692 |
| status_company_069 | True | True | True | False | 0.001782 |
| status_company_073 | True | True | True | False | 0.001707 |
| status_company_077 | True | True | True | False | 0.001752 |
| status_company_081 | True | True | True | False | 0.001752 |
| status_company_086 | True | True | True | False | 0.001692 |
| status_company_090 | True | True | True | False | 0.001557 |
| status_company_094 | True | True | True | False | 0.001722 |
| status_company_098 | True | True | True | False | 0.001797 |
| status_company_103 | True | True | True | False | 0.001722 |
| status_company_107 | True | True | True | False | 0.001692 |
| status_company_111 | True | True | True | False | 0.001797 |
| status_company_115 | True | True | True | False | 0.001677 |
| status_company_120 | True | True | True | False | 0.001767 |
| status_company_124 | True | True | True | False | 0.001767 |
| status_company_128 | True | True | True | False | 0.001782 |
| status_company_132 | True | True | True | False | 0.001692 |
| status_company_136 | True | True | True | False | 0.001767 |
| status_company_141 | True | True | True | False | 0.001812 |
| status_company_145 | True | True | True | False | 0.001557 |
| status_company_149 | True | True | True | False | 0.001467 |
| status_company_153 | True | True | True | False | 0.001722 |
| status_company_158 | True | True | True | False | 0.001737 |
| status_company_162 | True | True | True | False | 0.001797 |
| status_company_166 | True | True | True | False | 0.001767 |
| status_company_170 | True | True | True | False | 0.001812 |
| status_company_175 | True | True | True | False | 0.001557 |
| status_company_179 | True | True | True | False | 0.001827 |
| status_company_183 | True | True | True | False | 0.001797 |
| status_company_187 | True | True | True | False | 0.001707 |
| status_company_192 | True | True | True | False | 0.001797 |
| status_company_196 | True | True | True | False | 0.001782 |
| status_company_200 | True | True | True | False | 0.001782 |
| milestone_company_008_day_001 | True | True | True | False | 0.001422 |
| milestone_company_012_day_030 | True | True | True | False | 0.001422 |
| milestone_company_016_day_060 | True | True | True | False | 0.001422 |
| milestone_company_021_day_090 | True | True | True | False | 0.001317 |
| milestone_company_025_day_120 | True | True | True | False | 0.001317 |
| milestone_company_029_day_001 | True | True | True | False | 0.001452 |
| milestone_company_033_day_030 | True | True | True | False | 0.001422 |
| milestone_company_038_day_060 | True | True | True | False | 0.001317 |
| milestone_company_042_day_090 | True | True | True | False | 0.001317 |
| milestone_company_046_day_120 | True | True | True | False | 0.001317 |
| milestone_company_050_day_001 | True | True | True | False | 0.001422 |
| milestone_company_055_day_030 | True | True | True | False | 0.001332 |
| milestone_company_059_day_060 | True | True | True | False | 0.001317 |
| milestone_company_063_day_090 | True | True | True | False | 0.001332 |
| milestone_company_067_day_120 | True | True | True | False | 0.001317 |
| milestone_company_072_day_001 | True | True | True | False | 0.001437 |
| milestone_company_076_day_030 | True | True | True | False | 0.001317 |
| milestone_company_080_day_060 | True | True | True | False | 0.001332 |
| milestone_company_084_day_090 | True | True | True | False | 0.001317 |
| milestone_company_088_day_120 | True | True | True | False | 0.001317 |
| milestone_company_093_day_001 | True | True | True | False | 0.001437 |
| milestone_company_097_day_030 | True | True | True | False | 0.001332 |
| milestone_company_101_day_060 | True | True | True | False | 0.001317 |
| milestone_company_105_day_090 | True | True | True | False | 0.001332 |
| milestone_company_110_day_120 | True | True | True | False | 0.001317 |
| milestone_company_114_day_001 | True | True | True | False | 0.001437 |
| milestone_company_118_day_030 | True | True | True | False | 0.001332 |
| milestone_company_122_day_060 | True | True | True | False | 0.001317 |
| milestone_company_127_day_090 | True | True | True | False | 0.001317 |
| milestone_company_131_day_120 | True | True | True | False | 0.001317 |
| milestone_company_135_day_001 | True | True | True | False | 0.001437 |
| milestone_company_139_day_030 | True | True | True | False | 0.001332 |
| milestone_company_143_day_060 | True | True | True | False | 0.001317 |
| milestone_company_148_day_090 | True | True | True | False | 0.001332 |
| milestone_company_152_day_120 | True | True | True | False | 0.001317 |
| milestone_company_156_day_001 | True | True | True | False | 0.001437 |
| milestone_company_160_day_030 | True | True | True | False | 0.001317 |
| milestone_company_165_day_060 | True | True | True | False | 0.001332 |
| milestone_company_169_day_090 | True | True | True | False | 0.001317 |
| milestone_company_173_day_120 | True | True | True | False | 0.001317 |
| milestone_company_177_day_001 | True | True | True | False | 0.001422 |
| milestone_company_182_day_030 | True | True | True | False | 0.001317 |
| milestone_company_186_day_060 | True | True | True | False | 0.001317 |
| milestone_company_190_day_090 | True | True | True | False | 0.001332 |
| milestone_company_194_day_120 | True | True | True | False | 0.001317 |
| milestone_company_199_day_001 | True | True | True | False | 0.001452 |
| milestone_company_003_day_030 | True | True | True | False | 0.001332 |
| milestone_company_007_day_060 | True | True | True | False | 0.001317 |
| segment_company_014 | True | True | True | False | 0.003957 |
| segment_company_018 | True | True | True | False | 0.003948 |
| segment_company_022 | True | True | True | False | 0.003957 |
| segment_company_027 | True | True | True | False | 0.003963 |
| segment_company_031 | True | True | True | False | 0.003948 |
| segment_company_035 | True | True | True | False | 0.003987 |
| segment_company_039 | True | True | True | False | 0.003948 |
| segment_company_044 | True | True | True | False | 0.003972 |
| segment_company_048 | True | True | True | False | 0.003954 |
| segment_company_052 | True | True | True | False | 0.003948 |
| segment_company_056 | True | True | True | False | 0.003954 |
| segment_company_061 | True | True | True | False | 0.003951 |
| segment_company_065 | True | True | True | False | 0.003975 |
| segment_company_069 | True | True | True | False | 0.003951 |
| segment_company_073 | True | True | True | False | 0.003951 |
| segment_company_078 | True | True | True | False | 0.003954 |
| segment_company_082 | True | True | True | False | 0.003951 |
| segment_company_086 | True | True | True | False | 0.003951 |
| segment_company_090 | False | False | False | False | 0.004515 |
| segment_company_094 | True | True | True | False | 0.003957 |
| segment_company_099 | True | True | True | False | 0.003963 |
| segment_company_103 | True | True | True | False | 0.003951 |
| segment_company_107 | True | True | True | False | 0.003966 |
| segment_company_111 | True | True | True | False | 0.003963 |
| segment_company_116 | True | True | True | False | 0.003951 |
| segment_company_120 | False | False | False | False | 0.004515 |
| segment_company_124 | True | True | True | False | 0.003954 |
| segment_company_128 | True | True | True | False | 0.003954 |
| segment_company_133 | True | True | True | False | 0.003951 |
| segment_company_137 | True | True | True | False | 0.003960 |
| segment_company_141 | True | True | True | False | 0.003954 |
| segment_company_145 | True | True | True | False | 0.003975 |
| segment_company_149 | True | True | True | False | 0.003966 |
| segment_company_154 | True | True | True | False | 0.003957 |
| segment_company_158 | True | True | True | False | 0.003957 |
| segment_company_162 | True | True | True | False | 0.003951 |
| segment_company_166 | True | True | True | False | 0.003957 |
| segment_company_171 | True | True | True | False | 0.003963 |
| segment_company_175 | True | True | True | False | 0.003975 |
| segment_company_179 | True | True | True | False | 0.003951 |
| segment_company_183 | False | False | False | False | 0.004284 |
| segment_company_188 | False | False | False | False | 0.004296 |
| segment_company_192 | False | False | False | False | 0.004290 |
| segment_company_196 | False | False | False | False | 0.004269 |
| segment_company_200 | False | False | False | False | 0.004284 |
| segment_company_005 | True | True | True | False | 0.003990 |
| segment_company_009 | True | True | True | False | 0.003960 |
| segment_company_013 | True | True | True | False | 0.003957 |
| role_company_020_1 | True | True | True | False | 0.002040 |
| role_company_024_2 | True | True | True | False | 0.001680 |
| role_company_028_3 | True | True | True | False | 0.001680 |
| role_company_033_1 | True | True | True | False | 0.002040 |
| role_company_037_2 | True | True | True | False | 0.001680 |
| role_company_041_3 | True | True | True | False | 0.001680 |
| role_company_045_1 | True | True | True | False | 0.002100 |
| role_company_050_2 | True | True | True | False | 0.001680 |
| role_company_054_3 | True | True | True | False | 0.001680 |
| role_company_058_1 | True | True | True | False | 0.002100 |
| role_company_062_2 | True | True | True | False | 0.001680 |
| role_company_067_3 | True | True | True | False | 0.001680 |
| role_company_071_1 | True | True | True | False | 0.002100 |
| role_company_075_2 | True | True | True | False | 0.001680 |
| role_company_079_3 | True | True | True | False | 0.001680 |
| role_company_084_1 | True | True | True | False | 0.002040 |
| role_company_088_2 | True | True | True | False | 0.001680 |
| role_company_092_3 | True | True | True | False | 0.001680 |
| role_company_096_1 | True | True | True | False | 0.002100 |
| role_company_100_2 | True | True | True | False | 0.001680 |
| role_company_105_3 | True | True | True | False | 0.001680 |
| role_company_109_1 | True | True | True | False | 0.002100 |
| role_company_113_2 | True | True | True | False | 0.001665 |
| role_company_117_3 | True | True | True | False | 0.001680 |
| role_company_122_1 | True | True | True | False | 0.002235 |
| role_company_126_2 | True | True | True | False | 0.001680 |
| role_company_130_3 | True | True | True | False | 0.001680 |
| role_company_134_1 | True | True | True | False | 0.002220 |
| role_company_139_2 | True | True | True | False | 0.001680 |
| role_company_143_3 | True | True | True | False | 0.001680 |
| role_company_147_1 | True | True | True | False | 0.002100 |
| role_company_151_2 | True | True | True | False | 0.001680 |
| role_company_155_3 | True | True | True | False | 0.001680 |
| role_company_160_1 | True | True | True | False | 0.002100 |
| role_company_164_2 | True | True | True | False | 0.001680 |
| role_company_168_3 | True | True | True | False | 0.001680 |
| role_company_172_1 | True | True | True | False | 0.002220 |
| role_company_177_2 | True | True | True | False | 0.001680 |
| role_company_181_3 | True | True | True | False | 0.001680 |
| role_company_185_1 | True | True | True | False | 0.002040 |
| role_company_189_2 | True | True | True | False | 0.001680 |
| role_company_194_3 | True | True | True | False | 0.001680 |
| role_company_198_1 | True | True | True | False | 0.002220 |
| role_company_002_2 | True | True | True | False | 0.001680 |
| role_company_006_3 | True | True | True | False | 0.001680 |
| role_company_011_1 | True | True | True | False | 0.002220 |
| role_company_015_2 | True | True | True | False | 0.001680 |
| role_company_019_3 | True | True | True | False | 0.001680 |
| marker_company_030_day_001 | True | True | True | False | 0.002337 |
| marker_company_034_day_015 | True | True | True | False | 0.001578 |
| marker_company_038_day_030 | True | True | True | False | 0.002358 |
| marker_company_043_day_045 | True | True | True | False | 0.001584 |
| marker_company_047_day_060 | True | True | True | False | 0.002343 |
| marker_company_051_day_090 | True | True | True | False | 0.002328 |
| marker_company_055_day_120 | True | True | True | False | 0.002331 |
| marker_company_060_day_150 | True | True | True | False | 0.001572 |
| marker_company_064_day_180 | True | True | True | False | 0.002178 |
| marker_company_068_day_001 | True | True | True | False | 0.002346 |
| marker_company_072_day_015 | True | True | True | False | 0.001851 |
| marker_company_077_day_030 | True | True | True | False | 0.002349 |
| marker_company_081_day_045 | True | True | True | False | 0.001857 |
| marker_company_085_day_060 | True | True | True | False | 0.002346 |
| marker_company_089_day_090 | True | True | True | False | 0.002370 |
| marker_company_094_day_120 | True | True | True | False | 0.002355 |
| marker_company_098_day_150 | True | True | True | False | 0.001572 |
| marker_company_102_day_180 | True | True | True | False | 0.002169 |
| marker_company_106_day_001 | True | True | True | False | 0.002343 |
| marker_company_110_day_015 | True | True | True | False | 0.001581 |
| marker_company_115_day_030 | True | True | True | False | 0.002322 |
| marker_company_119_day_045 | True | True | True | False | 0.001581 |
| marker_company_123_day_060 | True | True | True | False | 0.002343 |
| marker_company_127_day_090 | True | True | True | False | 0.002340 |
| marker_company_132_day_120 | True | True | True | False | 0.002376 |
| marker_company_136_day_150 | True | True | True | False | 0.001575 |
| marker_company_140_day_180 | True | True | True | False | 0.002175 |
| marker_company_144_day_001 | True | True | True | False | 0.002352 |
| marker_company_149_day_015 | True | True | True | False | 0.001575 |
| marker_company_153_day_030 | True | True | True | False | 0.002346 |
| marker_company_157_day_045 | True | True | True | False | 0.001590 |
| marker_company_161_day_060 | True | True | True | False | 0.002346 |
| marker_company_165_day_090 | True | True | True | False | 0.002340 |
| marker_company_170_day_120 | True | True | True | False | 0.002373 |
| marker_company_174_day_150 | True | True | True | False | 0.001566 |
| marker_company_178_day_180 | True | True | True | False | 0.002298 |
| marker_company_182_day_001 | True | True | True | False | 0.002352 |
| marker_company_187_day_015 | True | True | True | False | 0.001836 |
| marker_company_191_day_030 | True | True | True | False | 0.002340 |
| marker_company_195_day_045 | True | True | True | False | 0.001578 |
| marker_company_199_day_060 | True | True | True | False | 0.002331 |
| marker_company_004_day_090 | True | True | True | False | 0.002382 |
| marker_company_008_day_120 | True | True | True | False | 0.002373 |
| marker_company_012_day_150 | True | True | True | False | 0.001581 |
| marker_company_016_day_180 | True | True | True | False | 0.002169 |
| marker_company_021_day_001 | True | True | True | False | 0.002355 |
| marker_company_025_day_015 | True | True | True | False | 0.001845 |
| marker_company_029_day_030 | True | True | True | False | 0.002352 |
| negative_meridian_labs | True | True | True | False | 0.000504 |
| negative_northstar_pharma | True | True | True | False | 0.000510 |
| negative_zinc_telecom | True | True | True | False | 0.000507 |
| negative_atlas_logistics | True | True | True | False | 0.000501 |
| negative_blue_harbor_systems | True | True | True | False | 0.000501 |
| negative_cedar_biologics | True | True | True | False | 0.000504 |
| negative_redwood_payments | True | True | True | False | 0.000507 |
| negative_orion_education | True | True | True | False | 0.000504 |
| negative_silverline_energy | True | True | True | False | 0.000504 |
| negative_copperfield_retail | True | True | True | False | 0.000510 |