Published October 15, 2026 | Version 1.0.0

Joint-240 SBS Disagreement and One-Step Counterfactual Action Outcomes

Authors/Creators

  • 1. New Jersey Institute of Technology

Description

Historical exploratory synthetic-simulator dataset from 240 independently seeded Joint-240 scenarios. The release contains 8,886 retained SBS-disagreement state-context records and 21,854 alternative-action terminal outcomes from 236 represented scenarios. Each alternative action is followed by fixed SBS continuation. The release preserves positive, negative, and null effects (2,573 / 3,624 / 15,657 ANWG classes at the original 1e-12 threshold), excludes 98 unresolved historical-overlap keys, and excludes already-public reference utilities and learnability aggregates.

This dataset is not the Performance Evaluation manuscript's production-derived confirmatory evidence (PEVA-D-26-00474). It is historical exploratory simulator evidence used to motivate a fixed SBS reference.

Canonical source: GitHub v1.0.0 directory. Data license: CC BY 4.0. Software in the parent repository remains MIT-licensed.

Notes

Dataset source: https://github.com/SoroushVahidi/llm-serving-heuristic-evolution/tree/main/datasets/joint240-sbs-action-outcomes/v1.0.0. Related Performance Evaluation manuscript PEVA-D-26-00474 is separate from this historical exploratory dataset. Do not confuse with Zenodo manuscript package 10.5281/zenodo.22866983.

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joint240-sbs-action-outcomes-v1.0.0.zip

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