Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800000852

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

0.187

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800000812

distance 0.187

#2 · Gadchirolicell 4750012169

distance 0.278 · cross-district

#3 · Kolhapurcell 4800000811

distance 0.299

#4 · Gondiacell 4760003027

distance 0.301 · cross-district

#5 · Bhandaracell 4710002408

distance 0.302 · cross-district

#6 · Gadchirolicell 4750012170

distance 0.304 · cross-district

#7 · Gadchirolicell 4750012186

distance 0.305 · cross-district

#8 · Gondiacell 4760002317

distance 0.305 · cross-district

#9 · Kolhapurcell 4800000850

distance 0.307

#10 · Gondiacell 4760002877

distance 0.309 · cross-district

#11 · Gadchirolicell 4750011795

distance 0.311 · cross-district

#12 · Kolhapurcell 4800000851

distance 0.312

#13 · Gadchirolicell 4750011961

distance 0.312 · cross-district

#14 · Gondiacell 4760002255

distance 0.313 · cross-district

#15 · Gadchirolicell 4750012101

distance 0.313 · cross-district

#16 · Gadchirolicell 4750012197

distance 0.315 · cross-district

#17 · Bhandaracell 4710002409

distance 0.318 · cross-district

#18 · Kolhapurcell 4800000894

distance 0.318

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":4800000852}}}'

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.