Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800006345

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

0.18

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800006391

distance 0.18

#2 · Sanglicell 4930001647

distance 0.268 · cross-district

#3 · Sanglicell 4930001808

distance 0.27 · cross-district

#4 · Kolhapurcell 4800006187

distance 0.29

#5 · Kolhapurcell 4800003216

distance 0.294

#6 · Sanglicell 4930003156

distance 0.302 · cross-district

#7 · Kolhapurcell 4800002934

distance 0.307

#8 · Kolhapurcell 4800006105

distance 0.313

#9 · Kolhapurcell 4800003043

distance 0.317

#10 · Sanglicell 4930000882

distance 0.329 · cross-district

#11 · Sanglicell 4930003852

distance 0.336 · cross-district

#12 · Kolhapurcell 4800006213

distance 0.341

#13 · Sanglicell 4930002981

distance 0.341 · cross-district

#14 · Kolhapurcell 4800006036

distance 0.342

#15 · Kolhapurcell 4800006402

distance 0.344

#16 · Sataracell 4940007826

distance 0.345 · cross-district

#17 · Kolhapurcell 4800003426

distance 0.349

#18 · Sataracell 4940006480

distance 0.353 · 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":4800006345}}}'

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.