Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001626

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

0.187

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800002441

distance 0.187

#2 · Kolhapurcell 4800001349

distance 0.202

#3 · Kolhapurcell 4800001458

distance 0.205

#4 · Kolhapurcell 4800001408

distance 0.237

#5 · Beedcell 4700005059

distance 0.24 · cross-district

#6 · Kolhapurcell 4800001340

distance 0.251

#7 · Kolhapurcell 4800002444

distance 0.26

#8 · Kolhapurcell 4800001219

distance 0.265

#9 · Kolhapurcell 4800001463

distance 0.267

#10 · Kolhapurcell 4800001289

distance 0.268

#11 · Chhatrapati Sambhajinagarcell 4690004080

distance 0.269 · cross-district

#12 · Kolhapurcell 4800001348

distance 0.272

#13 · Kolhapurcell 4800001885

distance 0.272

#14 · Beedcell 4700006082

distance 0.275 · cross-district

#15 · Kolhapurcell 4800001286

distance 0.285

#16 · Kolhapurcell 4800002127

distance 0.285

#17 · Kolhapurcell 4800001399

distance 0.285

#18 · Kolhapurcell 4800002063

distance 0.286

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":4800001626}}}'

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.