Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850005321

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

0.14

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770000304

distance 0.14 · cross-district

#2 · Nandedcell 4850005253

distance 0.196

#3 · Nandedcell 4850005324

distance 0.201

#4 · Nandedcell 4850004726

distance 0.202

#5 · Hingolicell 4770000178

distance 0.21 · cross-district

#6 · Nandedcell 4850005771

distance 0.211

#7 · Nandedcell 4850006426

distance 0.218

#8 · Hingolicell 4770000255

distance 0.218 · cross-district

#9 · Nandedcell 4850005054

distance 0.22

#10 · Nandedcell 4850005389

distance 0.223

#11 · Nandedcell 4850003594

distance 0.225

#12 · Nandedcell 4850004122

distance 0.226

#13 · Hingolicell 4770000090

distance 0.23 · cross-district

#14 · Laturcell 4810005000

distance 0.231 · cross-district

#15 · Nandedcell 4850005165

distance 0.231

#16 · Nandedcell 4850005390

distance 0.231

#17 · Parbhanicell 4890001379

distance 0.232 · cross-district

#18 · Yavatmalcell 5000000162

distance 0.236 · 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":4850005321}}}'

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.