DeLPHI v1.1.0: trained networks, simulated data, predictions, results and inversion fits for asteroid pole-axis candidates

DeLPHI Paper I data, version 1.1.0. Independent random streams correct a simulation bug coupling the generated pole, period and initial phase. All 25 ensemble networks and the control networks were retrained, and network-dependent analyses were rerun. The record also includes same-PC retimes of inversion and period-search runs. All timings in the revised paper were measured on one PC, an Intel Core Ultra 7 270K Plus with an NVIDIA RTX 5070 Ti. Four new archives hold retrained networks and fold bundles, corrected simulations, rerun results with protocols, RT4–RT7 execution receipts and attempt logs, and newly written per-start inversion fits. An additional archive preserves historical sources and small inputs required by the analysis commands. Five small files hold the five retrained network sets alone, for quick predictions. Four unchanged archives retain cited classical results, evidence and supporting tables. The README maps paper sections to files and explains extraction into retrain-20261030 beside own-period-20261021 for software v1.1.0. The networks were trained on DAMIT-derived data. Third-party observations and catalogues retain their original terms. Acquisition sources are described in the README and code. Our derived data and results are licensed CC BY 4.0. Software retains its software licence. Superseded files remain available in v1.0.0, DOI 10.5281/zenodo.23757942. Data DOI 10.5281/zenodo.23857881. Software DOI 10.5281/zenodo.23787947, which covers all software versions. Software release v1.1.0 has DOI 10.5281/zenodo.23860198.