Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850000271

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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.188

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850000296

distance 0.188

#2 · Chandrapurcell 4730001471

distance 0.191 · cross-district

#3 · Nandedcell 4850000201

distance 0.202

#4 · Nandedcell 4850000245

distance 0.202

#5 · Washimcell 4990002733

distance 0.204 · cross-district

#6 · Nandedcell 4850000183

distance 0.206

#7 · Laturcell 4810004846

distance 0.207 · cross-district

#8 · Washimcell 4990003731

distance 0.207 · cross-district

#9 · Nandedcell 4850000295

distance 0.208

#10 · Dharashivcell 4880000236

distance 0.213 · cross-district

#11 · Chandrapurcell 4730001011

distance 0.214 · cross-district

#12 · Nandedcell 4850000177

distance 0.216

#13 · Laturcell 4810005384

distance 0.219 · cross-district

#14 · Yavatmalcell 5000011378

distance 0.219 · cross-district

#15 · Jalgaoncell 4780007072

distance 0.22 · cross-district

#16 · Beedcell 4700008177

distance 0.22 · cross-district

#17 · Parbhanicell 4890003029

distance 0.221 · cross-district

#18 · Washimcell 4990003872

distance 0.221 · 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":4850000271}}}'

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.