Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005409

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.173

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005493

distance 0.173

#2 · Kolhapurcell 4800002560

distance 0.198

#3 · Kolhapurcell 4800005156

distance 0.2

#4 · Kolhapurcell 4800005487

distance 0.212

#5 · Kolhapurcell 4800005574

distance 0.221

#6 · Kolhapurcell 4800005066

distance 0.224

#7 · Kolhapurcell 4800005244

distance 0.231

#8 · Kolhapurcell 4800005159

distance 0.233

#9 · Kolhapurcell 4800005158

distance 0.236

#10 · Kolhapurcell 4800005406

distance 0.242

#11 · Kolhapurcell 4800005491

distance 0.247

#12 · Kolhapurcell 4800005570

distance 0.247

#13 · Kolhapurcell 4800005324

distance 0.249

#14 · Kolhapurcell 4800004381

distance 0.25

#15 · Ratnagiricell 4920000901

distance 0.254 · cross-district

#16 · Ratnagiricell 4920000435

distance 0.259 · cross-district

#17 · Sindhudurgcell 4950004324

distance 0.261 · cross-district

#18 · Kolhapurcell 4800002568

distance 0.265

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":4800005409}}}'

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.