Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001057

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

0.097

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800001056

distance 0.097

#2 · Sindhudurgcell 4950001612

distance 0.128 · cross-district

#3 · Sindhudurgcell 4950001613

distance 0.14 · cross-district

#4 · Sindhudurgcell 4950001548

distance 0.14 · cross-district

#5 · Sindhudurgcell 4950001107

distance 0.142 · cross-district

#6 · Kolhapurcell 4800001120

distance 0.147

#7 · Sindhudurgcell 4950001611

distance 0.149 · cross-district

#8 · Sindhudurgcell 4950001895

distance 0.15 · cross-district

#9 · Sindhudurgcell 4950001898

distance 0.158 · cross-district

#10 · Kolhapurcell 4800001061

distance 0.16

#11 · Sindhudurgcell 4950000950

distance 0.162 · cross-district

#12 · Sindhudurgcell 4950001840

distance 0.166 · cross-district

#13 · Kolhapurcell 4800000859

distance 0.167

#14 · Sindhudurgcell 4950001674

distance 0.171 · cross-district

#15 · Sindhudurgcell 4950001000

distance 0.173 · cross-district

#16 · Sindhudurgcell 4950002010

distance 0.173 · cross-district

#17 · Kolhapurcell 4800001112

distance 0.173

#18 · Sindhudurgcell 4950001951

distance 0.174 · 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":4800001057}}}'

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.