Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850008773

The MH-36 locality cells most similar to this Nanded 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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.143

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850008726

distance 0.143

#2 · Nandedcell 4850008370

distance 0.151

#3 · Nagpurcell 4840006411

distance 0.177 · cross-district

#4 · Nagpurcell 4840007653

distance 0.18 · cross-district

#5 · Nandedcell 4850008702

distance 0.184

#6 · Nagpurcell 4840007257

distance 0.186 · cross-district

#7 · Nandedcell 4850007511

distance 0.196

#8 · Yavatmalcell 5000000602

distance 0.198 · cross-district

#9 · Nandedcell 4850007890

distance 0.199

#10 · Nandedcell 4850007512

distance 0.216

#11 · Parbhanicell 4890002892

distance 0.232 · cross-district

#12 · Parbhanicell 4890000363

distance 0.233 · cross-district

#13 · Nandedcell 4850008496

distance 0.234

#14 · Parbhanicell 4890000482

distance 0.235 · cross-district

#15 · Beedcell 4700006967

distance 0.245 · cross-district

#16 · Nandedcell 4850007450

distance 0.245

#17 · Nagpurcell 4840007646

distance 0.246 · cross-district

#18 · Nagpurcell 4840007056

distance 0.247 · 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":485,"cluster_id":4850008773}}}'

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.