Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000732

The MH-36 locality cells most similar to this Satara 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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.147

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000903

distance 0.147

#2 · Sataracell 4940000973

distance 0.161

#3 · Sataracell 4940000855

distance 0.176

#4 · Sataracell 4940001141

distance 0.229

#5 · Sataracell 4940001200

distance 0.239

#6 · Sataracell 4940000964

distance 0.244

#7 · Sataracell 4940001395

distance 0.249

#8 · Ratnagiricell 4920002937

distance 0.253 · cross-district

#9 · Ratnagiricell 4920004908

distance 0.258 · cross-district

#10 · Ratnagiricell 4920004734

distance 0.264 · cross-district

#11 · Sataracell 4940003492

distance 0.267

#12 · Sataracell 4940001034

distance 0.271

#13 · Sataracell 4940000675

distance 0.272

#14 · Sataracell 4940001257

distance 0.272

#15 · Ratnagiricell 4920004265

distance 0.274 · cross-district

#16 · Ratnagiricell 4920004682

distance 0.279 · cross-district

#17 · Sataracell 4940000733

distance 0.281

#18 · Ratnagiricell 4920004630

distance 0.283 · 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":494,"cluster_id":4940000732}}}'

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.