Bhārata Strata · Maharashtra · Gadchiroli · morphological twins

Places like cell 4750008321

The MH-36 locality cells most similar to this Gadchiroli 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

0.094

lower = more alike (weighted)

The twins, closest first

#1 · Gadchirolicell 4750008713

distance 0.094

#2 · Gadchirolicell 4750007453

distance 0.112

#3 · Gadchirolicell 4750007590

distance 0.143

#4 · Gadchirolicell 4750007873

distance 0.149

#5 · Gadchirolicell 4750008079

distance 0.15

#6 · Gadchirolicell 4750007521

distance 0.15

#7 · Gadchirolicell 4750007801

distance 0.152

#8 · Gadchirolicell 4750008143

distance 0.156

#9 · Gadchirolicell 4750008485

distance 0.16

#10 · Gadchirolicell 4750008827

distance 0.162

#11 · Gadchirolicell 4750007877

distance 0.166

#12 · Gadchirolicell 4750007648

distance 0.174

#13 · Gadchirolicell 4750009718

distance 0.184

#14 · Gadchirolicell 4750008778

distance 0.186

#15 · Gadchirolicell 4750008324

distance 0.191

#16 · Gadchirolicell 4750007716

distance 0.194

#17 · Gadchirolicell 4750008779

distance 0.197

#18 · Gadchirolicell 4750008543

distance 0.198

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":475,"cluster_id":4750008321}}}'

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.