Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004657

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.115

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004665

distance 0.115

#2 · Kolhapurcell 4800004383

distance 0.129

#3 · Kolhapurcell 4800005082

distance 0.132

#4 · Kolhapurcell 4800005252

distance 0.136

#5 · Kolhapurcell 4800005740

distance 0.161

#6 · Kolhapurcell 4800004735

distance 0.163

#7 · Kolhapurcell 4800004147

distance 0.17

#8 · Kolhapurcell 4800004987

distance 0.172

#9 · Kolhapurcell 4800004656

distance 0.172

#10 · Kolhapurcell 4800005335

distance 0.176

#11 · Kolhapurcell 4800005337

distance 0.178

#12 · Kolhapurcell 4800005419

distance 0.18

#13 · Kolhapurcell 4800004652

distance 0.181

#14 · Kolhapurcell 4800004662

distance 0.183

#15 · Kolhapurcell 4800005737

distance 0.188

#16 · Kolhapurcell 4800004570

distance 0.189

#17 · Kolhapurcell 4800004658

distance 0.198

#18 · Kolhapurcell 4800004740

distance 0.2

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":4800004657}}}'

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.