Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800006329

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.17

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005931

distance 0.17

#2 · Sataracell 4940000002

distance 0.194 · cross-district

#3 · Kolhapurcell 4800006342

distance 0.2

#4 · Kolhapurcell 4800005938

distance 0.203

#5 · Kolhapurcell 4800006159

distance 0.22

#6 · Sanglicell 4930001979

distance 0.22 · cross-district

#7 · Kolhapurcell 4800006110

distance 0.221

#8 · Sanglicell 4930003333

distance 0.23 · cross-district

#9 · Kolhapurcell 4800006082

distance 0.231

#10 · Kolhapurcell 4800006233

distance 0.235

#11 · Kolhapurcell 4800005939

distance 0.235

#12 · Kolhapurcell 4800006229

distance 0.239

#13 · Sanglicell 4930003168

distance 0.242 · cross-district

#14 · Kolhapurcell 4800005937

distance 0.25

#15 · Kolhapurcell 4800006047

distance 0.255

#16 · Kolhapurcell 4800005887

distance 0.26

#17 · Sanglicell 4930003343

distance 0.261 · cross-district

#18 · Sanglicell 4930003345

distance 0.261 · 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":4800006329}}}'

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.