Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001239

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.151

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800001762

distance 0.151

#2 · Kolhapurcell 4800001245

distance 0.154

#3 · Kolhapurcell 4800001422

distance 0.157

#4 · Kolhapurcell 4800002198

distance 0.169

#5 · Kolhapurcell 4800001428

distance 0.172

#6 · Kolhapurcell 4800001231

distance 0.197

#7 · Kolhapurcell 4800001425

distance 0.198

#8 · Sindhudurgcell 4950002459

distance 0.21 · cross-district

#9 · Kolhapurcell 4800001471

distance 0.221

#10 · Kolhapurcell 4800001301

distance 0.222

#11 · Kolhapurcell 4800001474

distance 0.222

#12 · Kolhapurcell 4800002514

distance 0.227

#13 · Kolhapurcell 4800001988

distance 0.246

#14 · Kolhapurcell 4800001936

distance 0.25

#15 · Kolhapurcell 4800001645

distance 0.252

#16 · Kolhapurcell 4800001479

distance 0.252

#17 · Kolhapurcell 4800001300

distance 0.257

#18 · Kolhapurcell 4800002089

distance 0.26

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":4800001239}}}'

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.