Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005859

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

0.181

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800006029

distance 0.181

#2 · Kolhapurcell 4800006242

distance 0.187

#3 · Kolhapurcell 4800006166

distance 0.209

#4 · Ratnagiricell 4920002317

distance 0.219 · cross-district

#5 · Ratnagiricell 4920002140

distance 0.248 · cross-district

#6 · Ratnagiricell 4920002435

distance 0.248 · cross-district

#7 · Kolhapurcell 4800006030

distance 0.253

#8 · Ratnagiricell 4920002534

distance 0.265 · cross-district

#9 · Kolhapurcell 4800006243

distance 0.27

#10 · Kolhapurcell 4800006093

distance 0.28

#11 · Ratnagiricell 4920002200

distance 0.287 · cross-district

#12 · Ratnagiricell 4920002688

distance 0.291 · cross-district

#13 · Ratnagiricell 4920002048

distance 0.291 · cross-district

#14 · Kolhapurcell 4800006372

distance 0.291

#15 · Ratnagiricell 4920002322

distance 0.294 · cross-district

#16 · Kolhapurcell 4800006238

distance 0.297

#17 · Kolhapurcell 4800006025

distance 0.299

#18 · Ratnagiricell 4920002798

distance 0.3 · 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":4800005859}}}'

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.