Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800006487

The MH-36 locality cells most similar to this Kolhapur 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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.091

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000902

distance 0.091 · cross-district

#2 · Ratnagiricell 4920003185

distance 0.096 · cross-district

#3 · Sataracell 4940000736

distance 0.096 · cross-district

#4 · Kolhapurcell 4800006484

distance 0.099

#5 · Sanglicell 4930004773

distance 0.1 · cross-district

#6 · Kolhapurcell 4800006465

distance 0.106

#7 · Ratnagiricell 4920003184

distance 0.109 · cross-district

#8 · Sataracell 4940000912

distance 0.109 · cross-district

#9 · Kolhapurcell 4800006467

distance 0.116

#10 · Kolhapurcell 4800006485

distance 0.116

#11 · Sataracell 4940000498

distance 0.125 · cross-district

#12 · Sataracell 4940000961

distance 0.125 · cross-district

#13 · Sataracell 4940001082

distance 0.13 · cross-district

#14 · Sataracell 4940001021

distance 0.133 · cross-district

#15 · Sataracell 4940000670

distance 0.133 · cross-district

#16 · Kolhapurcell 4800006458

distance 0.145

#17 · Ratnagiricell 4920003186

distance 0.146 · cross-district

#18 · Kolhapurcell 4800006441

distance 0.15

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":480,"cluster_id":4800006487}}}'

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.