Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001180

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.135

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710002248

distance 0.135

#2 · Bhandaracell 4710001541

distance 0.137

#3 · Bhandaracell 4710002396

distance 0.138

#4 · Gondiacell 4760003045

distance 0.149 · cross-district

#5 · Bhandaracell 4710001111

distance 0.152

#6 · Bhandaracell 4710002220

distance 0.152

#7 · Bhandaracell 4710002346

distance 0.153

#8 · Bhandaracell 4710002088

distance 0.154

#9 · Gondiacell 4760003208

distance 0.16 · cross-district

#10 · Gondiacell 4760003044

distance 0.16 · cross-district

#11 · Bhandaracell 4710002275

distance 0.161

#12 · Gondiacell 4760002639

distance 0.163 · cross-district

#13 · Bhandaracell 4710002296

distance 0.163

#14 · Gondiacell 4760003130

distance 0.164 · cross-district

#15 · Bhandaracell 4710002270

distance 0.164

#16 · Bhandaracell 4710001699

distance 0.165

#17 · Bhandaracell 4710002271

distance 0.165

#18 · Bhandaracell 4710001203

distance 0.166

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":4710001180}}}'

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.