Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850006257

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.134

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770000303

distance 0.134 · cross-district

#2 · Nandedcell 4850006093

distance 0.191

#3 · Nandedcell 4850003887

distance 0.214

#4 · Nandedcell 4850007057

distance 0.217

#5 · Nandedcell 4850003054

distance 0.219

#6 · Hingolicell 4770000143

distance 0.22 · cross-district

#7 · Jalgaoncell 4780008599

distance 0.231 · cross-district

#8 · Nandedcell 4850005259

distance 0.248

#9 · Ahmednagarcell 4660008588

distance 0.256 · cross-district

#10 · Yavatmalcell 5000000128

distance 0.256 · cross-district

#11 · Nandedcell 4850001520

distance 0.258

#12 · Jalnacell 4790003640

distance 0.261 · cross-district

#13 · Hingolicell 4770000385

distance 0.265 · cross-district

#14 · Washimcell 4990002224

distance 0.266 · cross-district

#15 · Nandedcell 4850003265

distance 0.267

#16 · Ahmednagarcell 4660011572

distance 0.268 · cross-district

#17 · Washimcell 4990002541

distance 0.27 · cross-district

#18 · Parbhanicell 4890001066

distance 0.274 · 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":4850006257}}}'

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.