Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005977

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.218

lower = more alike (weighted)

The twins, closest first

#1 · Ratnagiricell 4920002640

distance 0.218 · cross-district

#2 · Kolhapurcell 4800006319

distance 0.227

#3 · Kolhapurcell 4800006167

distance 0.256

#4 · Kolhapurcell 4800006120

distance 0.258

#5 · Kolhapurcell 4800006305

distance 0.274

#6 · Ratnagiricell 4920002545

distance 0.276 · cross-district

#7 · Kolhapurcell 4800006275

distance 0.277

#8 · Ratnagiricell 4920002152

distance 0.28 · cross-district

#9 · Kolhapurcell 4800006141

distance 0.281

#10 · Kolhapurcell 4800006360

distance 0.284

#11 · Ratnagiricell 4920002439

distance 0.286 · cross-district

#12 · Ratnagiricell 4920002539

distance 0.286 · cross-district

#13 · Ratnagiricell 4920002491

distance 0.291 · cross-district

#14 · Ratnagiricell 4920001608

distance 0.294 · cross-district

#15 · Kolhapurcell 4800006143

distance 0.296

#16 · Ratnagiricell 4920002487

distance 0.296 · cross-district

#17 · Ratnagiricell 4920002325

distance 0.299 · cross-district

#18 · Ratnagiricell 4920002101

distance 0.299 · 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":4800005977}}}'

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.