Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850003559

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.16

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850003558

distance 0.16

#2 · Nandedcell 4850003382

distance 0.185

#3 · Washimcell 4990003876

distance 0.199 · cross-district

#4 · Nandedcell 4850006597

distance 0.199

#5 · Nandedcell 4850004277

distance 0.202

#6 · Nandedcell 4850004698

distance 0.205

#7 · Nandedcell 4850004361

distance 0.205

#8 · Akolacell 4670000480

distance 0.213 · cross-district

#9 · Chandrapurcell 4730002069

distance 0.222 · cross-district

#10 · Laturcell 4810005161

distance 0.224 · cross-district

#11 · Washimcell 4990003754

distance 0.227 · cross-district

#12 · Akolacell 4670000654

distance 0.228 · cross-district

#13 · Nandedcell 4850003292

distance 0.228

#14 · Nandedcell 4850000896

distance 0.228

#15 · Nandedcell 4850003379

distance 0.232

#16 · Akolacell 4670000602

distance 0.232 · cross-district

#17 · Solapurcell 4960011463

distance 0.233 · cross-district

#18 · Nandedcell 4850000048

distance 0.233

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":4850003559}}}'

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.