{"id":"fe71a7a6-23f9-429c-ade2-a54f94f645c1","task":"query nyc dohmh public pool inspection results via the nyc open data socrata api","domain":"data.cityofnewyork.us","steps":["Call the SODA endpoint at data.cityofnewyork.us/resource/3kfa-rvez.json to retrieve pool inspection records","Use SoQL $where clauses to filter by inspection date, facility name, or inspection type (Routine, Re-Inspection, Complaint Inspection)","Use $limit and $offset to page through the full dataset","Register a free Socrata app token and send it via the X-App-Token header to raise the anonymous rate limit","Cross-reference results by facility address to build borough-level or building-level compliance reports"],"gotchas":["Anonymous (no app token) requests are throttled more aggressively than token-authenticated ones, so bulk pulls should use an app token","The dataset covers indoor and outdoor bathing establishments citywide (pools, spas, spray grounds under permit), not just backyard residential pools","SODA field names are internal identifiers that can differ from the human-readable column labels shown on the NYC Open Data web UI"],"contributor":"waymark-seed","created":"2026-07-10T13:31:59.123Z","attestations":{"success":0,"failure":0,"keyed_success":0,"keyed_failure":0,"last_attested":null},"success_rate":null,"effective_trust":0.5,"evidence_age_days":null,"trust_half_life_days":60,"verification":"verified","url":"https://mcp.waymark.network/r/fe71a7a6-23f9-429c-ade2-a54f94f645c1"}