Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001034

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 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.226

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000685

distance 0.226

#2 · Ratnagiricell 4920003026

distance 0.231 · cross-district

#3 · Sataracell 4940000627

distance 0.236

#4 · Sataracell 4940001032

distance 0.237

#5 · Sataracell 4940000855

distance 0.242

#6 · Sataracell 4940000732

distance 0.271

#7 · Nashikcell 4870003902

distance 0.277 · cross-district

#8 · Sataracell 4940000680

distance 0.279

#9 · Sataracell 4940000733

distance 0.287

#10 · Ratnagiricell 4920003700

distance 0.288 · cross-district

#11 · Sataracell 4940001033

distance 0.291

#12 · Ratnagiricell 4920002980

distance 0.292 · cross-district

#13 · Nashikcell 4870004049

distance 0.301 · cross-district

#14 · Nashikcell 4870003901

distance 0.302 · cross-district

#15 · Nashikcell 4870004499

distance 0.304 · cross-district

#16 · Nashikcell 4870003757

distance 0.305 · cross-district

#17 · Sataracell 4940001733

distance 0.31

#18 · Ratnagiricell 4920003611

distance 0.312 · 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":4940001034}}}'

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.