F · worse than 99% of San Francisco intersections

51 collisions in 5 years, 285 street-condition 311 reports in 3 years

REPORTED ONLY

Get the letter
The corner, three ways

Cedar and Larkin

AUDITED
San Francisco, district unresolved
Street View plus Gemini
Cedar and Larkin today, photographed by Google Street View AI visualization of a proposed fix at Cedar and Larkin. Not a photograph.

TodayThe corner as Street View last photographed it. Imagery: Google.

Official record
Case fileevery date read from a stored record, none invented
  1. DataSFScored from the city's own recordsdate not recorded
  2. Google MapsPhotographedchecking the stored frame
  3. ExaPress readchecking stored coverage
  4. ApifyResidents heardchecking stored scrapes
  5. GeminiVisual auditchecking the stored audit
  6. GeminiFix drawnchecking the stored render
  7. The gateLetter verifiedchecking the stored letter
  8. YouSent: that part is yoursthe letter is drafted, never sent by us

Press coverage

found live, cited Press via Exa

Resident voices

scraped
Injury collisions, last 5 years
within 150m
Street-condition 311 reports, 3 years
within 150m
Supervisor district

The ask

DRAFT ONLY
Proposed fix
Continental crosswalks, corner daylighting, and a leading pedestrian interval
$250,000 to $350,000, order of magnitude
Funding route
Caltrans Highway Safety Improvement Program (HSIP)
NOT SENT TO ANY OFFICIAL
Dear Supervisor Sauter, I am writing as a District 3 resident regarding urgent safety concerns at the intersection of Cedar and Larkin. City data shows 51 injury collisions recorded within 150 meters of this intersection in the last five years. It is important to note this figure covers a 150-meter radius, while the Danger Index grade is computed over a tighter 80-meter core, so the two figures are measured over different areas and a reader should not expect them to reconcile. This intersection shows more reported harm than 99 percent of San Francisco intersections, earning a Grade F on the Danger Index. No exposure normalization: the index ranks reported harm, not risk per crossing. The location has received 285 street-condition 311 reports concerning street defects, sidewalks, curbs, signs, streetlights, and blocked sidewalks in the last three years. While no press coverage was found in a recent search window, press coverage of safety problems at this intersection goes back at least 9 years, to 2017, the earliest coverage we can find. City records document 19 street-condition 311 reports in 12 months, and 11 pedestrian crossing collisions in 5 years, relating to faded or sub-standard crosswalk markings, although a visual audit did not find this in the photograph. City records also show 12 street-condition 311 reports in 12 months relating to inadequate street lighting, which a visual audit did not find in the photograph. Furthermore, city records indicate 7 street-condition 311 reports in 12 months relating to curb or sidewalk in poor condition, though the visual audit did not find this in the photograph. I urge you to fund improvements including Continental crosswalks, corner daylighting, and a leading pedestrian interval. These are estimated to cost $250,000 to $350,000, order of magnitude, and could be secured through the Caltrans Highway Safety Improvement Program (HSIP). Sincerely, A resident of District 3
draftedby Gemini

Every figure in this letter is checked against the source records before it is shown. A draft that states something the records do not support is rejected and rewritten.

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Google GeminiGeminiAudits the real Street View frame for hazards, renders the fix, writes the letter
ExaExaFinds current press coverage of this intersection, cited
ApifyApifyScrapes what residents say on Reddit and Google Maps
Google MapsGoogle MapsStreet View frames, the corner thumbnail, and the city map
CloudflareCloudflareWorkers serve the page, KV holds corners, imagery and grades
DataSFDataSFCollisions and 311, queried by radius around the corner

Every claim about a dangerous corner, graded and traced to its source, ending in a picture of the fix and a letter to the Supervisor.