. . . . . "delphisci dataset-resolvability assessor (GPT-5.6 Sol)" . . . "Habit diversity is directly visible and abundant specimen records exist for calcite and pyrite. The qualitative statement that all forms are equally sharp is poorly standardized, and full mineral-wide sampling is biased, yielding strong but partial resolution." . . . "Proposed test with existing data: For chemically and structurally identified specimens, classify external crystal habits and quantify face sharpness. Multiple distinct habits within one substance support the diversity claim; only one form across adequate sampling refutes it, while the listed forms can be checked individually." . "GPT-5.6 Sol on hauy1801-03: partially-resolvable, resolvability 0.74" . . "dataset-resolvability/0.2.0" . "Face sharpness lacks standardized measurements" . "Image selection bias" . "Some historical form names are inaccurate" . "0.83"^^ . . . "0.736"^^ . "partially-resolvable" . . . . "Analysis feasibility of hauy1801-03 by GPT-5.6 Sol: 0.72" . . "dataset-resolvability/0.2.0/analysis-feasibility" . "0.72"^^ . . . . "Data adequacy of hauy1801-03 by GPT-5.6 Sol: 0.58" . . "dataset-resolvability/0.2.0/data-adequacy" . "0.58"^^ . . . . "Data existence of hauy1801-03 by GPT-5.6 Sol: 0.72" . . "dataset-resolvability/0.2.0/data-existence" . "0.72"^^ . . . . "Discriminating power of hauy1801-03 by GPT-5.6 Sol: 0.8" . . "dataset-resolvability/0.2.0/discriminating-power" . "0.8"^^ . . . . "Operationalizability of hauy1801-03 by GPT-5.6 Sol: 0.86" . . "dataset-resolvability/0.2.0/operationalizability" . "0.86"^^ . . . . . . . "Large public catalogue of mineral specimens, habits, and images" . . "Candidate dataset: mindat" . . "Structure and identity checks for mineral substances" . . "Candidate dataset: Crystallography Open Database" . . "gpt-5.6-sol-medium" . . "GPT-5.6 Sol" . . . . . . . . . "crystals-and-form" . "2026-11-07T03:18:24.087Z"^^ . . . . . "GPT-5.6 Sol on hauy1801-03: partially-resolvable, resolvability 0.74" . . "RSA" . "MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEAyFHtPB6p0mCjDozxlOY9CmO3nBm7Te3jFbXyLmM+G1tGe47Da0jYIbhkl9Oo1ZjxmCa3LCwlEqK8gj6hEIcL4ahW30JXh9HycfKVk1bugkzMEV15tJdTzAU3sGMFnbNsn43xY2LFLy45tApkRm5byEiM7oRRrooIdwoQKnP4Wzq/bfAoJ9qvW+MGkelyOTd1jbSt+KfmT7xKmDfWzAHddUlWwMX2QJOLxDaffOteTop6ZRgPiNmPJKA/S62Gac9XtSYT3oDkZ6/nr5cxxNLpOyxTf5FPISiCe11xYO/unYjY+mwnOfA8yhJIyx1l0O9I0vpOpn+E5TvyHJV+oSTrvwIDAQAB" . "LZP3RQLgCu2Py5raTBK3ChYQR58ZmMY7+L4XCD9UQWZWHbnBUksIi0MJKOTZg3/2yJ9UInQCNq6VIRhCJ9/DgV2fUOssyHdo32Sa9Hy7WPJl1/Foy9eO1myPkJK5VOvbjX6yqmwN32hvrH1CrWN/46M3SzFbKjbJNS+SXiH+RJc6OKRL3kXf2ATxWZlWK/zf5KVhOhymDXe2hr8Q8G0MKbu9H7GXoRgTo4QeLkfkR/byuk4M2vrrNZ8umjUEeI6+UF1mU/FZeC7zeCW5duY9WGRkFOyHrKZGFMHrBdSR5+Fc84SdhpWn0YdL18LqwxMWG+SHeL+5eVM2090wh9T+lQ==" . . .