Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003275

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

0.88

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.195

lower = more alike (weighted)

The twins, closest first

#1 · Sindhudurgcell 4950004087

distance 0.195 · cross-district

#2 · Sindhudurgcell 4950004197

distance 0.202 · cross-district

#3 · Sindhudurgcell 4950004234

distance 0.204 · cross-district

#4 · Sindhudurgcell 4950004297

distance 0.212 · cross-district

#5 · Sindhudurgcell 4950004115

distance 0.215 · cross-district

#6 · Sindhudurgcell 4950003677

distance 0.225 · cross-district

#7 · Sindhudurgcell 4950003784

distance 0.227 · cross-district

#8 · Sindhudurgcell 4950003893

distance 0.235 · cross-district

#9 · Sindhudurgcell 4950004251

distance 0.245 · cross-district

#10 · Sindhudurgcell 4950004181

distance 0.252 · cross-district

#11 · Sindhudurgcell 4950004045

distance 0.259 · cross-district

#12 · Kolhapurcell 4800002695

distance 0.261

#13 · Sindhudurgcell 4950004100

distance 0.27 · cross-district

#14 · Kolhapurcell 4800003492

distance 0.271

#15 · Sindhudurgcell 4950004283

distance 0.274 · cross-district

#16 · Sindhudurgcell 4950004229

distance 0.274 · cross-district

#17 · Sindhudurgcell 4950004000

distance 0.274 · cross-district

#18 · Kolhapurcell 4800002696

distance 0.275

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":4800003275}}}'

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.