Bhārata Strata · Maharashtra · Gadchiroli · morphological twins

Places like cell 4750011521

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.135

lower = more alike (weighted)

The twins, closest first

#1 · Gadchirolicell 4750010902

distance 0.135

#2 · Gadchirolicell 4750011468

distance 0.138

#3 · Gadchirolicell 4750011588

distance 0.164

#4 · Yavatmalcell 5000009147

distance 0.168 · cross-district

#5 · Yavatmalcell 5000009146

distance 0.172 · cross-district

#6 · Gadchirolicell 4750011719

distance 0.174

#7 · Gadchirolicell 4750011720

distance 0.178

#8 · Gadchirolicell 4750010560

distance 0.182

#9 · Yavatmalcell 5000004280

distance 0.186 · cross-district

#10 · Gadchirolicell 4750011595

distance 0.188

#11 · Gadchirolicell 4750011654

distance 0.191

#12 · Jalgaoncell 4780006259

distance 0.192 · cross-district

#13 · Chandrapurcell 4730006323

distance 0.193 · cross-district

#14 · Nagpurcell 4840001434

distance 0.196 · cross-district

#15 · Gadchirolicell 4750011402

distance 0.201

#16 · Gadchirolicell 4750010251

distance 0.202

#17 · Gadchirolicell 4750011655

distance 0.203

#18 · Gadchirolicell 4750010437

distance 0.204

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":4750011521}}}'

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.