Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001032

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.179

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001200

distance 0.179

#2 · Bhandaracell 4710001079

distance 0.18

#3 · Chandrapurcell 4730007260

distance 0.185 · cross-district

#4 · Bhandaracell 4710001286

distance 0.188

#5 · Bhandaracell 4710001246

distance 0.205

#6 · Bhandaracell 4710000294

distance 0.219

#7 · Gondiacell 4760000365

distance 0.222 · cross-district

#8 · Chandrapurcell 4730006233

distance 0.224 · cross-district

#9 · Bhandaracell 4710001204

distance 0.225

#10 · Bhandaracell 4710002316

distance 0.23

#11 · Bhandaracell 4710002273

distance 0.234

#12 · Gondiacell 4760000622

distance 0.239 · cross-district

#13 · Gondiacell 4760003686

distance 0.241 · cross-district

#14 · Gondiacell 4760001239

distance 0.243 · cross-district

#15 · Gondiacell 4760001897

distance 0.247 · cross-district

#16 · Bhandaracell 4710000691

distance 0.249

#17 · Chandrapurcell 4730006915

distance 0.252 · cross-district

#18 · Gadchirolicell 4750011991

distance 0.255 · 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":471,"cluster_id":4710001032}}}'

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.