Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004726

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.129

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005150

distance 0.129

#2 · Kolhapurcell 4800004983

distance 0.174

#3 · Kolhapurcell 4800003978

distance 0.194

#4 · Kolhapurcell 4800005791

distance 0.206

#5 · Kolhapurcell 4800004639

distance 0.215

#6 · Kolhapurcell 4800005724

distance 0.221

#7 · Ratnagiricell 4920001059

distance 0.237 · cross-district

#8 · Ratnagiricell 4920002697

distance 0.25 · cross-district

#9 · Kolhapurcell 4800005485

distance 0.251

#10 · Kolhapurcell 4800005323

distance 0.265

#11 · Ratnagiricell 4920002327

distance 0.27 · cross-district

#12 · Kolhapurcell 4800005572

distance 0.278

#13 · Kolhapurcell 4800006289

distance 0.28

#14 · Kolhapurcell 4800004215

distance 0.28

#15 · Kolhapurcell 4800005331

distance 0.285

#16 · Kolhapurcell 4800004815

distance 0.288

#17 · Kolhapurcell 4800004897

distance 0.288

#18 · Kolhapurcell 4800006064

distance 0.288

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":4800004726}}}'

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.