Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001495

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 3 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.144

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710002029

distance 0.144

#2 · Bhandaracell 4710001743

distance 0.16

#3 · Bhandaracell 4710001659

distance 0.161

#4 · Bhandaracell 4710001570

distance 0.164

#5 · Bhandaracell 4710001418

distance 0.176

#6 · Gondiacell 4760003836

distance 0.177 · cross-district

#7 · Gondiacell 4760003427

distance 0.18 · cross-district

#8 · Bhandaracell 4710001858

distance 0.181

#9 · Bhandaracell 4710001351

distance 0.188

#10 · Bhandaracell 4710001476

distance 0.188

#11 · Bhandaracell 4710001566

distance 0.194

#12 · Nagpurcell 4840002950

distance 0.196 · cross-district

#13 · Bhandaracell 4710001272

distance 0.197

#14 · Gondiacell 4760002326

distance 0.198 · cross-district

#15 · Bhandaracell 4710001462

distance 0.2

#16 · Bhandaracell 4710001412

distance 0.203

#17 · Bhandaracell 4710002026

distance 0.205

#18 · Bhandaracell 4710001669

distance 0.207

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":4710001495}}}'

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.