Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850007443

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

0.292

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850007177

distance 0.292

#2 · Nandedcell 4850008205

distance 0.293

#3 · Beedcell 4700007020

distance 0.318 · cross-district

#4 · Gadchirolicell 4750003745

distance 0.322 · cross-district

#5 · Sataracell 4940003640

distance 0.327 · cross-district

#6 · Ahmednagarcell 4660003364

distance 0.327 · cross-district

#7 · Beedcell 4700007493

distance 0.328 · cross-district

#8 · Nagpurcell 4840007485

distance 0.334 · cross-district

#9 · Jalgaoncell 4780008045

distance 0.337 · cross-district

#10 · Yavatmalcell 5000005031

distance 0.337 · cross-district

#11 · Yavatmalcell 5000001056

distance 0.338 · cross-district

#12 · Beedcell 4700008636

distance 0.339 · cross-district

#13 · Beedcell 4700005066

distance 0.341 · cross-district

#14 · Jalgaoncell 4780008923

distance 0.341 · cross-district

#15 · Gadchirolicell 4750007143

distance 0.341 · cross-district

#16 · Beedcell 4700008507

distance 0.343 · cross-district

#17 · Nandedcell 4850006635

distance 0.345

#18 · Nandedcell 4850008510

distance 0.345

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":4850007443}}}'

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.