Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001111

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.194

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800001171

distance 0.194

#2 · Sindhudurgcell 4950001386

distance 0.219 · cross-district

#3 · Kolhapurcell 4800001188

distance 0.235

#4 · Sindhudurgcell 4950001729

distance 0.243 · cross-district

#5 · Kolhapurcell 4800000947

distance 0.243

#6 · Sindhudurgcell 4950001503

distance 0.246 · cross-district

#7 · Sindhudurgcell 4950001563

distance 0.247 · cross-district

#8 · Kolhapurcell 4800000330

distance 0.251

#9 · Kolhapurcell 4800000561

distance 0.253

#10 · Sindhudurgcell 4950001322

distance 0.259 · cross-district

#11 · Sindhudurgcell 4950001896

distance 0.264 · cross-district

#12 · Sindhudurgcell 4950001728

distance 0.266 · cross-district

#13 · Kolhapurcell 4800000906

distance 0.268

#14 · Sindhudurgcell 4950001667

distance 0.272 · cross-district

#15 · Kolhapurcell 4800000907

distance 0.276

#16 · Sindhudurgcell 4950001847

distance 0.279 · cross-district

#17 · Sindhudurgcell 4950001554

distance 0.282 · cross-district

#18 · Sindhudurgcell 4950001788

distance 0.282 · 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":4800001111}}}'

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.