Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003191

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

0.126

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800003334

distance 0.126

#2 · Kolhapurcell 4800003440

distance 0.14

#3 · Kolhapurcell 4800003753

distance 0.161

#4 · Kolhapurcell 4800003756

distance 0.174

#5 · Kolhapurcell 4800003684

distance 0.184

#6 · Kolhapurcell 4800003762

distance 0.203

#7 · Kolhapurcell 4800002801

distance 0.212

#8 · Kolhapurcell 4800002610

distance 0.221

#9 · Kolhapurcell 4800002896

distance 0.222

#10 · Kolhapurcell 4800003021

distance 0.234

#11 · Kolhapurcell 4800003761

distance 0.248

#12 · Kolhapurcell 4800003196

distance 0.249

#13 · Kolhapurcell 4800003104

distance 0.251

#14 · Kolhapurcell 4800003752

distance 0.255

#15 · Kolhapurcell 4800003754

distance 0.258

#16 · Kolhapurcell 4800002798

distance 0.263

#17 · Kolhapurcell 4800003281

distance 0.263

#18 · Kolhapurcell 4800003205

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":4800003191}}}'

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.