Very interesting. It must have been based on the written records of very long-term observations made with a high degree of precision. This indicates that there was at least one observatory with precision instruments like transits, and the library of an organization that endured over many generations. The Magi would be a likely candidate, but the inscriptions are in Greek.
Very impressive technology, on several levels, for so far back in time.