Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800000522

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

0.148

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800000600

distance 0.148

#2 · Kolhapurcell 4800000526

distance 0.15

#3 · Kolhapurcell 4800000524

distance 0.208

#4 · Kolhapurcell 4800000486

distance 0.211

#5 · Kolhapurcell 4800000525

distance 0.218

#6 · Kolhapurcell 4800000944

distance 0.22

#7 · Kolhapurcell 4800000560

distance 0.22

#8 · Sindhudurgcell 4950001434

distance 0.25 · cross-district

#9 · Kolhapurcell 4800000903

distance 0.254

#10 · Sindhudurgcell 4950001047

distance 0.254 · cross-district

#11 · Kolhapurcell 4800000488

distance 0.255

#12 · Sindhudurgcell 4950001844

distance 0.262 · cross-district

#13 · Sindhudurgcell 4950001048

distance 0.268 · cross-district

#14 · Sindhudurgcell 4950001109

distance 0.269 · cross-district

#15 · Sindhudurgcell 4950001377

distance 0.278 · cross-district

#16 · Sindhudurgcell 4950001008

distance 0.283 · cross-district

#17 · Sindhudurgcell 4950001492

distance 0.29 · cross-district

#18 · Sindhudurgcell 4950001493

distance 0.291 · 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":4800000522}}}'

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.