Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003185

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

0.85

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.426

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800003140

distance 0.426

#2 · Kolhapurcell 4800003141

distance 0.547

#3 · Sindhudurgcell 4950004284

distance 0.636 · cross-district

#4 · Kolhapurcell 4800003100

distance 0.748

#5 · Kolhapurcell 4800003186

distance 0.752

#6 · Sindhudurgcell 4950004272

distance 0.752 · cross-district

#7 · Sindhudurgcell 4950003727

distance 0.761 · cross-district

#8 · Sindhudurgcell 4950003726

distance 0.853 · cross-district

#9 · Sindhudurgcell 4950003624

distance 0.894 · cross-district

#10 · Sindhudurgcell 4950000337

distance 0.934 · cross-district

#11 · Kolhapurcell 4800003553

distance 0.966

#12 · Sindhudurgcell 4950004296

distance 0.973 · cross-district

#13 · Sindhudurgcell 4950003658

distance 0.985 · cross-district

#14 · Palgharcell 6650003087

distance 0.992 · cross-district

#15 · Sindhudurgcell 4950002182

distance 0.995 · cross-district

#16 · Sindhudurgcell 4950003673

distance 1.007 · cross-district

#17 · Kolhapurcell 4800002704

distance 1.019

#18 · Kolhapurcell 4800002702

distance 1.021

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":4800003185}}}'

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.