Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005854

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.146

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005860

distance 0.146

#2 · Ratnagiricell 4920002002

distance 0.159 · cross-district

#3 · Kolhapurcell 4800006275

distance 0.164

#4 · Ratnagiricell 4920002323

distance 0.165 · cross-district

#5 · Ratnagiricell 4920001701

distance 0.171 · cross-district

#6 · Ratnagiricell 4920001700

distance 0.173 · cross-district

#7 · Kolhapurcell 4800006347

distance 0.173

#8 · Ratnagiricell 4920002489

distance 0.174 · cross-district

#9 · Ratnagiricell 4920002689

distance 0.176 · cross-district

#10 · Ratnagiricell 4920002792

distance 0.178 · cross-district

#11 · Kolhapurcell 4800006143

distance 0.179

#12 · Kolhapurcell 4800006115

distance 0.18

#13 · Ratnagiricell 4920002490

distance 0.183 · cross-district

#14 · Kolhapurcell 4800006167

distance 0.183

#15 · Ratnagiricell 4920002436

distance 0.185 · cross-district

#16 · Kolhapurcell 4800006142

distance 0.192

#17 · Ratnagiricell 4920002702

distance 0.195 · cross-district

#18 · Ratnagiricell 4920002100

distance 0.196 · 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":480,"cluster_id":4800005854}}}'

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.