Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710000015

The MH-36 locality cells most similar to this Bhandara 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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.272

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730006583

distance 0.272 · cross-district

#2 · Nagpurcell 4840000194

distance 0.281 · cross-district

#3 · Nashikcell 4870012260

distance 0.298 · cross-district

#4 · Chandrapurcell 4730007492

distance 0.313 · cross-district

#5 · Chandrapurcell 4730009570

distance 0.319 · cross-district

#6 · Gondiacell 4760000768

distance 0.334 · cross-district

#7 · Nashikcell 4870009812

distance 0.34 · cross-district

#8 · Gondiacell 4760000830

distance 0.343 · cross-district

#9 · Chandrapurcell 4730005893

distance 0.344 · cross-district

#10 · Gondiacell 4760000655

distance 0.345 · cross-district

#11 · Gondiacell 4760000713

distance 0.345 · cross-district

#12 · Gondiacell 4760000829

distance 0.351 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690007595

distance 0.355 · cross-district

#14 · Chandrapurcell 4730006353

distance 0.355 · cross-district

#15 · Jalgaoncell 4780001000

distance 0.358 · cross-district

#16 · Gondiacell 4760000541

distance 0.359 · cross-district

#17 · Chandrapurcell 4730006010

distance 0.369 · cross-district

#18 · Bhandaracell 4710000016

distance 0.37

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":471,"cluster_id":4710000015}}}'

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.