Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001296

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.103

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001000

distance 0.103

#2 · Bhandaracell 4710001488

distance 0.134

#3 · Gondiacell 4760001091

distance 0.146 · cross-district

#4 · Chandrapurcell 4730008984

distance 0.159 · cross-district

#5 · Bhandaracell 4710001129

distance 0.165

#6 · Chandrapurcell 4730009260

distance 0.17 · cross-district

#7 · Bhandaracell 4710001569

distance 0.175

#8 · Bhandaracell 4710001425

distance 0.182

#9 · Chandrapurcell 4730009134

distance 0.182 · cross-district

#10 · Chandrapurcell 4730006121

distance 0.185 · cross-district

#11 · Bhandaracell 4710000888

distance 0.186

#12 · Gondiacell 4760002057

distance 0.189 · cross-district

#13 · Bhandaracell 4710001430

distance 0.192

#14 · Chandrapurcell 4730004400

distance 0.195 · cross-district

#15 · Bhandaracell 4710001344

distance 0.196

#16 · Bhandaracell 4710001777

distance 0.197

#17 · Gondiacell 4760000576

distance 0.2 · cross-district

#18 · Chandrapurcell 4730004397

distance 0.202 · 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":4710001296}}}'

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.