Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005871

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.215

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005867

distance 0.215

#2 · Kolhapurcell 4800006283

distance 0.228

#3 · Kolhapurcell 4800005879

distance 0.257

#4 · Kolhapurcell 4800005930

distance 0.263

#5 · Kolhapurcell 4800006400

distance 0.269

#6 · Kolhapurcell 4800006153

distance 0.274

#7 · Nashikcell 4870002408

distance 0.325 · cross-district

#8 · Kolhapurcell 4800006162

distance 0.336

#9 · Kolhapurcell 4800003719

distance 0.336

#10 · Kolhapurcell 4800006270

distance 0.337

#11 · Sataracell 4940000763

distance 0.34 · cross-district

#12 · Nashikcell 4870006885

distance 0.343 · cross-district

#13 · Kolhapurcell 4800006213

distance 0.343

#14 · Ahmednagarcell 4660013383

distance 0.344 · cross-district

#15 · Nashikcell 4870008179

distance 0.344 · cross-district

#16 · Sanglicell 4930001648

distance 0.345 · cross-district

#17 · Kolhapurcell 4800006224

distance 0.345

#18 · Nashikcell 4870012108

distance 0.347 · 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":4800005871}}}'

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.