Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006384

The MH-36 locality cells most similar to this Sangli cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.204

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930005424

distance 0.204

#2 · Sanglicell 4930006321

distance 0.206

#3 · Sanglicell 4930005422

distance 0.214

#4 · Sanglicell 4930004932

distance 0.214

#5 · Sanglicell 4930006313

distance 0.216

#6 · Sanglicell 4930004936

distance 0.218

#7 · Sanglicell 4930005324

distance 0.231

#8 · Sanglicell 4930006433

distance 0.232

#9 · Sanglicell 4930006172

distance 0.246

#10 · Solapurcell 4960003399

distance 0.246 · cross-district

#11 · Ahmednagarcell 4660007782

distance 0.251 · cross-district

#12 · Sanglicell 4930005806

distance 0.253

#13 · Sanglicell 4930006385

distance 0.253

#14 · Sanglicell 4930006381

distance 0.253

#15 · Sanglicell 4930006449

distance 0.255

#16 · Sanglicell 4930005310

distance 0.257

#17 · Ahmednagarcell 4660003017

distance 0.259 · cross-district

#18 · Sanglicell 4930005180

distance 0.261

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":493,"cluster_id":4930006384}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.