Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003754

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 1 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.119

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800003151

distance 0.119

#2 · Kolhapurcell 4800003069

distance 0.159

#3 · Kolhapurcell 4800003568

distance 0.162

#4 · Kolhapurcell 4800002854

distance 0.164

#5 · Kolhapurcell 4800002658

distance 0.19

#6 · Kolhapurcell 4800002995

distance 0.224

#7 · Kolhapurcell 4800003288

distance 0.226

#8 · Kolhapurcell 4800002608

distance 0.23

#9 · Kolhapurcell 4800003289

distance 0.232

#10 · Kolhapurcell 4800002606

distance 0.238

#11 · Kolhapurcell 4800002901

distance 0.239

#12 · Kolhapurcell 4800002815

distance 0.243

#13 · Kolhapurcell 4800003386

distance 0.244

#14 · Kolhapurcell 4800003250

distance 0.245

#15 · Kolhapurcell 4800002896

distance 0.25

#16 · Kolhapurcell 4800003243

distance 0.251

#17 · Kolhapurcell 4800002900

distance 0.252

#18 · Kolhapurcell 4800003392

distance 0.252

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":4800003754}}}'

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.