Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003373

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.175

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800002591

distance 0.175

#2 · Kolhapurcell 4800002887

distance 0.181

#3 · Kolhapurcell 4800002691

distance 0.198

#4 · Kolhapurcell 4800002636

distance 0.198

#5 · Kolhapurcell 4800002737

distance 0.201

#6 · Kolhapurcell 4800002925

distance 0.205

#7 · Kolhapurcell 4800002588

distance 0.209

#8 · Kolhapurcell 4800002738

distance 0.211

#9 · Punecell 4900001085

distance 0.212 · cross-district

#10 · Solapurcell 4960006242

distance 0.222 · cross-district

#11 · Punecell 4900001327

distance 0.225 · cross-district

#12 · Kolhapurcell 4800002931

distance 0.226

#13 · Kolhapurcell 4800002788

distance 0.227

#14 · Ahmednagarcell 4660001289

distance 0.232 · cross-district

#15 · Sataracell 4940006147

distance 0.232 · cross-district

#16 · Punecell 4900004595

distance 0.239 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690003175

distance 0.239 · cross-district

#18 · Kolhapurcell 4800002693

distance 0.239

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":4800003373}}}'

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.