Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003928

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.084

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004005

distance 0.084

#2 · Kolhapurcell 4800004585

distance 0.115

#3 · Kolhapurcell 4800003854

distance 0.129

#4 · Kolhapurcell 4800004243

distance 0.138

#5 · Kolhapurcell 4800005829

distance 0.141

#6 · Kolhapurcell 4800004084

distance 0.153

#7 · Kolhapurcell 4800005014

distance 0.159

#8 · Kolhapurcell 4800004327

distance 0.166

#9 · Kolhapurcell 4800003929

distance 0.17

#10 · Sanglicell 4930000488

distance 0.17 · cross-district

#11 · Kolhapurcell 4800004947

distance 0.176

#12 · Kolhapurcell 4800005531

distance 0.176

#13 · Kolhapurcell 4800005686

distance 0.178

#14 · Kolhapurcell 4800004018

distance 0.184

#15 · Kolhapurcell 4800005692

distance 0.186

#16 · Kolhapurcell 4800004410

distance 0.188

#17 · Kolhapurcell 4800005689

distance 0.188

#18 · Kolhapurcell 4800004948

distance 0.19

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":4800003928}}}'

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.