Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004480

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

0.107

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004653

distance 0.107

#2 · Kolhapurcell 4800005589

distance 0.12

#3 · Kolhapurcell 4800004567

distance 0.121

#4 · Kolhapurcell 4800005588

distance 0.122

#5 · Kolhapurcell 4800004306

distance 0.126

#6 · Kolhapurcell 4800004220

distance 0.134

#7 · Kolhapurcell 4800005587

distance 0.135

#8 · Kolhapurcell 4800004218

distance 0.144

#9 · Kolhapurcell 4800004734

distance 0.153

#10 · Kolhapurcell 4800004303

distance 0.154

#11 · Kolhapurcell 4800003912

distance 0.156

#12 · Kolhapurcell 4800004301

distance 0.161

#13 · Kolhapurcell 4800005504

distance 0.161

#14 · Kolhapurcell 4800005346

distance 0.169

#15 · Kolhapurcell 4800004302

distance 0.174

#16 · Kolhapurcell 4800004569

distance 0.175

#17 · Kolhapurcell 4800005338

distance 0.177

#18 · Kolhapurcell 4800004729

distance 0.183

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":4800004480}}}'

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.