Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800002632

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.2

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800003049

distance 0.2

#2 · Sataracell 4940001413

distance 0.214 · cross-district

#3 · Kolhapurcell 4800002917

distance 0.231

#4 · Kolhapurcell 4800003722

distance 0.244

#5 · Sataracell 4940001569

distance 0.25 · cross-district

#6 · Kolhapurcell 4800002871

distance 0.253

#7 · Kolhapurcell 4800002591

distance 0.265

#8 · Kolhapurcell 4800002581

distance 0.267

#9 · Kolhapurcell 4800002788

distance 0.268

#10 · Kolhapurcell 4800003016

distance 0.269

#11 · Kolhapurcell 4800002630

distance 0.27

#12 · Kolhapurcell 4800002735

distance 0.273

#13 · Kolhapurcell 4800003094

distance 0.273

#14 · Beedcell 4700004580

distance 0.274 · cross-district

#15 · Kolhapurcell 4800003093

distance 0.274

#16 · Kolhapurcell 4800003319

distance 0.275

#17 · Kolhapurcell 4800002964

distance 0.276

#18 · Beedcell 4700007107

distance 0.277 · 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":4800002632}}}'

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.