Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001345

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

0.182

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800001625

distance 0.182

#2 · Kolhapurcell 4800001467

distance 0.193

#3 · Kolhapurcell 4800001402

distance 0.193

#4 · Kolhapurcell 4800001520

distance 0.199

#5 · Kolhapurcell 4800001682

distance 0.206

#6 · Beedcell 4700004716

distance 0.211 · cross-district

#7 · Kolhapurcell 4800001684

distance 0.219

#8 · Kolhapurcell 4800002078

distance 0.231

#9 · Kolhapurcell 4800001572

distance 0.236

#10 · Kolhapurcell 4800001513

distance 0.241

#11 · Kolhapurcell 4800001280

distance 0.243

#12 · Beedcell 4700005208

distance 0.245 · cross-district

#13 · Beedcell 4700004535

distance 0.246 · cross-district

#14 · Kolhapurcell 4800001740

distance 0.247

#15 · Beedcell 4700004364

distance 0.249 · cross-district

#16 · Ahmednagarcell 4660004538

distance 0.249 · cross-district

#17 · Beedcell 4700004007

distance 0.25 · cross-district

#18 · Beedcell 4700004014

distance 0.254 · 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":4800001345}}}'

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.