Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003853

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

0.179

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004411

distance 0.179

#2 · Sanglicell 4930001576

distance 0.2 · cross-district

#3 · Dharashivcell 4880000792

distance 0.208 · cross-district

#4 · Laturcell 4810002431

distance 0.214 · cross-district

#5 · Kolhapurcell 4800004584

distance 0.215

#6 · Sanglicell 4930001292

distance 0.217 · cross-district

#7 · Kolhapurcell 4800003862

distance 0.222

#8 · Laturcell 4810003458

distance 0.223 · cross-district

#9 · Kolhapurcell 4800004604

distance 0.225

#10 · Kolhapurcell 4800005013

distance 0.225

#11 · Chhatrapati Sambhajinagarcell 4690000595

distance 0.228 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690002193

distance 0.231 · cross-district

#13 · Kolhapurcell 4800004585

distance 0.232

#14 · Jalnacell 4790002930

distance 0.232 · cross-district

#15 · Kolhapurcell 4800004324

distance 0.233

#16 · Kolhapurcell 4800004410

distance 0.233

#17 · Kolhapurcell 4800004946

distance 0.239

#18 · Kolhapurcell 4800005829

distance 0.242

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":4800003853}}}'

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.