request_id string | site_landmark string | site_coordinates dict | site_geocoded_address string | candidate_stations list | nearest_station dict | access_tier string | recommendation string | published_repo_id string | generated_at timestamp[s] |
|---|---|---|---|---|---|---|---|---|---|
JOB-20260815-B2F8 | Union Square, San Francisco, CA 94108, USA | {
"lat": 37.7879358,
"lng": -122.4075139
} | Union Square, San Francisco, CA 94108, USA | [
{
"name": "Union Square / Market Street",
"place_id": "ChIJHxDxKo-AhYAROlq6mAPiWys",
"address": "San Francisco, CA 94108, USA",
"walking_distance_m": 84,
"walking_duration_s": 72,
"recommended": true
},
{
"name": "Union Square/Market St Station Southbound",
"place_id": "ChIJe6klz... | {
"name": "Union Square / Market Street",
"place_id": "ChIJHxDxKo-AhYAROlq6mAPiWys",
"walking_distance_m": 84
} | EXCELLENT | RECOMMENDED | TianfuXinqu/google_map_huggingface_1128-transit-access-JOB-20260815-B2F8 | 2026-08-15T06:36:42 |
Transit Access Assessment — JOB-20260815-B2F8
Client
Northbridge Retail Group
Engagement
Assessment of public-transit walking accessibility for a candidate storefront site at Union Square, San Francisco, CA 94108, USA.
Summary
- Nearest station: Union Square / Market Street (84 m walk)
- Access tier: EXCELLENT
- Recommendation: RECOMMENDED
Files
transit_access_report.json— full structured assessment (candidate stations, walking distances, classification).
Method
Walking distances were computed via the Google Maps distance matrix (walking mode) from the site coordinates to each identified metro/subway/light-rail transit station. Classification uses the firm's walking-distance thresholds (excellent ≤ 500 m, good ≤ 1000 m, moderate ≤ 2000 m).
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