Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710000733

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

0.108

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710000610

distance 0.108

#2 · Gondiacell 4760000233

distance 0.111 · cross-district

#3 · Bhandaracell 4710000248

distance 0.126

#4 · Bhandaracell 4710000249

distance 0.147

#5 · Bhandaracell 4710000775

distance 0.156

#6 · Bhandaracell 4710000736

distance 0.159

#7 · Bhandaracell 4710000390

distance 0.162

#8 · Gondiacell 4760000234

distance 0.17 · cross-district

#9 · Gondiacell 4760000143

distance 0.172 · cross-district

#10 · Chandrapurcell 4730008127

distance 0.176 · cross-district

#11 · Chandrapurcell 4730005909

distance 0.178 · cross-district

#12 · Bhandaracell 4710000687

distance 0.178

#13 · Bhandaracell 4710000646

distance 0.18

#14 · Bhandaracell 4710000608

distance 0.181

#15 · Chandrapurcell 4730007399

distance 0.185 · cross-district

#16 · Chandrapurcell 4730008364

distance 0.187 · cross-district

#17 · Gadchirolicell 4750011929

distance 0.187 · cross-district

#18 · Bhandaracell 4710000692

distance 0.187

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":4710000733}}}'

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.