Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800002272

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 6 distinct districts

Index confidence

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.136

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800002227

distance 0.136

#2 · Kolhapurcell 4800002422

distance 0.251

#3 · Kolhapurcell 4800002324

distance 0.346

#4 · Kolhapurcell 4800002320

distance 0.371

#5 · Kolhapurcell 4800002229

distance 0.475

#6 · Kolhapurcell 4800002180

distance 0.511

#7 · Yavatmalcell 5000006276

distance 0.574 · cross-district

#8 · Gadchirolicell 4750000086

distance 0.582 · cross-district

#9 · Kolhapurcell 4800002273

distance 0.59

#10 · Gadchirolicell 4750000153

distance 0.634 · cross-district

#11 · Gadchirolicell 4750000130

distance 0.637 · cross-district

#12 · Yavatmalcell 5000011405

distance 0.654 · cross-district

#13 · Nagpurcell 4840008605

distance 0.683 · cross-district

#14 · Nashikcell 4870001320

distance 0.685 · cross-district

#15 · Gadchirolicell 4750000108

distance 0.71 · cross-district

#16 · Kolhapurcell 4800002277

distance 0.711

#17 · Wardhacell 4980003909

distance 0.712 · cross-district

#18 · Nagpurcell 4840001485

distance 0.721 · cross-district

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":4800002272}}}'

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.