Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850003931

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 10 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.246

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700008677

distance 0.246 · cross-district

#2 · Ahmednagarcell 4660000011

distance 0.247 · cross-district

#3 · Nandedcell 4850005003

distance 0.258

#4 · Dharashivcell 4880000262

distance 0.258 · cross-district

#5 · Nandedcell 4850004071

distance 0.259

#6 · Nandedcell 4850004414

distance 0.264

#7 · Sataracell 4940005576

distance 0.272 · cross-district

#8 · Chandrapurcell 4730002903

distance 0.278 · cross-district

#9 · Ahmednagarcell 4660014485

distance 0.28 · cross-district

#10 · Laturcell 4810004395

distance 0.281 · cross-district

#11 · Chandrapurcell 4730000130

distance 0.281 · cross-district

#12 · Beedcell 4700003310

distance 0.287 · cross-district

#13 · Nandedcell 4850004874

distance 0.287

#14 · Jalgaoncell 4780008232

distance 0.29 · cross-district

#15 · Nashikcell 4870010329

distance 0.296 · cross-district

#16 · Solapurcell 4960011213

distance 0.3 · cross-district

#17 · Chandrapurcell 4730002382

distance 0.3 · cross-district

#18 · Ahmednagarcell 4660013990

distance 0.301 · 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":4850003931}}}'

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.