Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800006372

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 2 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.242

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800006093

distance 0.242

#2 · Kolhapurcell 4800005915

distance 0.279

#3 · Kolhapurcell 4800005859

distance 0.291

#4 · Kolhapurcell 4800006238

distance 0.307

#5 · Kolhapurcell 4800006025

distance 0.313

#6 · Ratnagiricell 4920001902

distance 0.318 · cross-district

#7 · Kolhapurcell 4800006030

distance 0.319

#8 · Ratnagiricell 4920002479

distance 0.319 · cross-district

#9 · Kolhapurcell 4800006029

distance 0.323

#10 · Ratnagiricell 4920002435

distance 0.324 · cross-district

#11 · Ratnagiricell 4920002372

distance 0.325 · cross-district

#12 · Kolhapurcell 4800006165

distance 0.328

#13 · Kolhapurcell 4800006373

distance 0.329

#14 · Kolhapurcell 4800002564

distance 0.331

#15 · Kolhapurcell 4800006408

distance 0.331

#16 · Ratnagiricell 4920000699

distance 0.334 · cross-district

#17 · Kolhapurcell 4800006094

distance 0.334

#18 · Ratnagiricell 4920002001

distance 0.341 · 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":4800006372}}}'

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.