Bhārata Strata · Maharashtra · Gadchiroli · morphological twins

Places like cell 4750010021

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 2 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.14

lower = more alike (weighted)

The twins, closest first

#1 · Gadchirolicell 4750009892

distance 0.14

#2 · Gadchirolicell 4750008391

distance 0.164

#3 · Gadchirolicell 4750008673

distance 0.197

#4 · Gadchirolicell 4750008615

distance 0.224

#5 · Nagpurcell 4840007024

distance 0.228 · cross-district

#6 · Gadchirolicell 4750007258

distance 0.249

#7 · Gadchirolicell 4750008389

distance 0.253

#8 · Gadchirolicell 4750008390

distance 0.263

#9 · Gadchirolicell 4750011360

distance 0.265

#10 · Gadchirolicell 4750009072

distance 0.269

#11 · Nagpurcell 4840007409

distance 0.273 · cross-district

#12 · Gadchirolicell 4750008614

distance 0.273

#13 · Gadchirolicell 4750009293

distance 0.274

#14 · Gadchirolicell 4750010803

distance 0.281

#15 · Gadchirolicell 4750007787

distance 0.282

#16 · Gadchirolicell 4750008387

distance 0.282

#17 · Nagpurcell 4840008350

distance 0.283 · cross-district

#18 · Gadchirolicell 4750009900

distance 0.284

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":4750010021}}}'

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.