Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800000862

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

0.132

lower = more alike (weighted)

The twins, closest first

#1 · Sindhudurgcell 4950001799

distance 0.132 · cross-district

#2 · Kolhapurcell 4800001023

distance 0.153

#3 · Kolhapurcell 4800000818

distance 0.157

#4 · Kolhapurcell 4800001024

distance 0.192

#5 · Sindhudurgcell 4950001223

distance 0.203 · cross-district

#6 · Kolhapurcell 4800001126

distance 0.217

#7 · Sindhudurgcell 4950001063

distance 0.255 · cross-district

#8 · Sindhudurgcell 4950001166

distance 0.27 · cross-district

#9 · Kolhapurcell 4800000905

distance 0.27

#10 · Sindhudurgcell 4950001164

distance 0.272 · cross-district

#11 · Sindhudurgcell 4950001060

distance 0.273 · cross-district

#12 · Sindhudurgcell 4950001167

distance 0.278 · cross-district

#13 · Sindhudurgcell 4950001448

distance 0.28 · cross-district

#14 · Sindhudurgcell 4950001433

distance 0.282 · cross-district

#15 · Kolhapurcell 4800000672

distance 0.287

#16 · Kolhapurcell 4800000598

distance 0.288

#17 · Sindhudurgcell 4950001061

distance 0.293 · cross-district

#18 · Kolhapurcell 4800000596

distance 0.301

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":4800000862}}}'

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.