Bhārata Strata · Maharashtra · Gadchiroli · morphological twins

Places like cell 4750008021

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 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.149

lower = more alike (weighted)

The twins, closest first

#1 · Gadchirolicell 4750008621

distance 0.149

#2 · Gadchirolicell 4750007800

distance 0.156

#3 · Gadchirolicell 4750008084

distance 0.167

#4 · Nagpurcell 4840008207

distance 0.175 · cross-district

#5 · Nagpurcell 4840007414

distance 0.176 · cross-district

#6 · Gadchirolicell 4750008508

distance 0.176

#7 · Gadchirolicell 4750008652

distance 0.181

#8 · Nagpurcell 4840008026

distance 0.185 · cross-district

#9 · Nagpurcell 4840007725

distance 0.185 · cross-district

#10 · Gadchirolicell 4750007467

distance 0.187

#11 · Nagpurcell 4840007309

distance 0.191 · cross-district

#12 · Gadchirolicell 4750007875

distance 0.191

#13 · Gadchirolicell 4750007468

distance 0.192

#14 · Yavatmalcell 5000002096

distance 0.192 · cross-district

#15 · Nagpurcell 4840007110

distance 0.193 · cross-district

#16 · Yavatmalcell 5000009663

distance 0.194 · cross-district

#17 · Yavatmalcell 5000003734

distance 0.194 · cross-district

#18 · Nagpurcell 4840007583

distance 0.196 · 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":475,"cluster_id":4750008021}}}'

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.