Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001020

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

0.094

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710000954

distance 0.094

#2 · Bhandaracell 4710001321

distance 0.113

#3 · Bhandaracell 4710000827

distance 0.119

#4 · Bhandaracell 4710002215

distance 0.137

#5 · Bhandaracell 4710001510

distance 0.138

#6 · Bhandaracell 4710000919

distance 0.14

#7 · Bhandaracell 4710001114

distance 0.141

#8 · Bhandaracell 4710001101

distance 0.143

#9 · Bhandaracell 4710001008

distance 0.147

#10 · Bhandaracell 4710001819

distance 0.151

#11 · Bhandaracell 4710001509

distance 0.161

#12 · Bhandaracell 4710001499

distance 0.165

#13 · Bhandaracell 4710001073

distance 0.167

#14 · Bhandaracell 4710000974

distance 0.167

#15 · Bhandaracell 4710002265

distance 0.168

#16 · Gondiacell 4760004038

distance 0.168 · cross-district

#17 · Bhandaracell 4710001417

distance 0.169

#18 · Bhandaracell 4710002260

distance 0.17

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":4710001020}}}'

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.