Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006225

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 7 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.197

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930004097

distance 0.197

#2 · Sanglicell 4930006557

distance 0.231

#3 · Sanglicell 4930006223

distance 0.241

#4 · Sanglicell 4930004268

distance 0.249

#5 · Sataracell 4940001449

distance 0.253 · cross-district

#6 · Sanglicell 4930005981

distance 0.253

#7 · Sanglicell 4930004267

distance 0.254

#8 · Ahmednagarcell 4660004175

distance 0.255 · cross-district

#9 · Sanglicell 4930003771

distance 0.255

#10 · Sanglicell 4930006483

distance 0.257

#11 · Sanglicell 4930003770

distance 0.262

#12 · Sanglicell 4930006210

distance 0.264

#13 · Sanglicell 4930004410

distance 0.265

#14 · Ahmednagarcell 4660003151

distance 0.265 · cross-district

#15 · Jalgaoncell 4780006421

distance 0.266 · cross-district

#16 · Washimcell 4990003569

distance 0.268 · cross-district

#17 · Yavatmalcell 5000010068

distance 0.269 · cross-district

#18 · Beedcell 4700003737

distance 0.271 · cross-district

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":4930006225}}}'

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.