Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001455

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.152

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800001782

distance 0.152

#2 · Kolhapurcell 4800002536

distance 0.154

#3 · Kolhapurcell 4800001781

distance 0.159

#4 · Kolhapurcell 4800001840

distance 0.165

#5 · Kolhapurcell 4800001831

distance 0.176

#6 · Kolhapurcell 4800001437

distance 0.182

#7 · Kolhapurcell 4800002168

distance 0.183

#8 · Kolhapurcell 4800001397

distance 0.186

#9 · Kolhapurcell 4800001568

distance 0.19

#10 · Kolhapurcell 4800001839

distance 0.192

#11 · Kolhapurcell 4800002103

distance 0.192

#12 · Kolhapurcell 4800001519

distance 0.197

#13 · Kolhapurcell 4800001896

distance 0.198

#14 · Kolhapurcell 4800001786

distance 0.203

#15 · Kolhapurcell 4800001399

distance 0.205

#16 · Kolhapurcell 4800001785

distance 0.206

#17 · Beedcell 4700004202

distance 0.206 · cross-district

#18 · Kolhapurcell 4800002355

distance 0.212

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":4800001455}}}'

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.