Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001851

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.162

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800001578

distance 0.162

#2 · Kolhapurcell 4800001793

distance 0.172

#3 · Kolhapurcell 4800001567

distance 0.187

#4 · Kolhapurcell 4800002215

distance 0.191

#5 · Kolhapurcell 4800002012

distance 0.196

#6 · Kolhapurcell 4800001634

distance 0.214

#7 · Kolhapurcell 4800001790

distance 0.215

#8 · Kolhapurcell 4800001733

distance 0.221

#9 · Solapurcell 4960008324

distance 0.221 · cross-district

#10 · Kolhapurcell 4800001685

distance 0.222

#11 · Kolhapurcell 4800001833

distance 0.227

#12 · Sanglicell 4930006401

distance 0.231 · cross-district

#13 · Kolhapurcell 4800001620

distance 0.235

#14 · Beedcell 4700003514

distance 0.236 · cross-district

#15 · Kolhapurcell 4800002498

distance 0.236

#16 · Kolhapurcell 4800002176

distance 0.238

#17 · Solapurcell 4960009419

distance 0.238 · cross-district

#18 · Sanglicell 4930004663

distance 0.239 · 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":4800001851}}}'

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.