Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850001971

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

0.167

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700007226

distance 0.167 · cross-district

#2 · Nandedcell 4850003181

distance 0.204

#3 · Nandedcell 4850002478

distance 0.213

#4 · Ahmednagarcell 4660005679

distance 0.218 · cross-district

#5 · Nandedcell 4850002230

distance 0.222

#6 · Beedcell 4700007221

distance 0.225 · cross-district

#7 · Ahmednagarcell 4660010926

distance 0.231 · cross-district

#8 · Washimcell 4990003160

distance 0.231 · cross-district

#9 · Nandedcell 4850001976

distance 0.235

#10 · Nandedcell 4850003354

distance 0.237

#11 · Washimcell 4990002467

distance 0.238 · cross-district

#12 · Washimcell 4990002423

distance 0.244 · cross-district

#13 · Parbhanicell 4890000381

distance 0.246 · cross-district

#14 · Jalnacell 4790002462

distance 0.246 · cross-district

#15 · Yavatmalcell 5000002184

distance 0.247 · cross-district

#16 · Jalgaoncell 4780008749

distance 0.248 · cross-district

#17 · Washimcell 4990002127

distance 0.249 · cross-district

#18 · Laturcell 4810001820

distance 0.25 · 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":4850001971}}}'

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.