Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002300

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

0.157

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710002245

distance 0.157

#2 · Gondiacell 4760003127

distance 0.158 · cross-district

#3 · Bhandaracell 4710001051

distance 0.158

#4 · Bhandaracell 4710002246

distance 0.18

#5 · Bhandaracell 4710001278

distance 0.185

#6 · Gondiacell 4760003643

distance 0.188 · cross-district

#7 · Bhandaracell 4710001975

distance 0.192

#8 · Gondiacell 4760003211

distance 0.196 · cross-district

#9 · Bhandaracell 4710001408

distance 0.198

#10 · Gondiacell 4760002325

distance 0.203 · cross-district

#11 · Bhandaracell 4710001537

distance 0.204

#12 · Gondiacell 4760003043

distance 0.206 · cross-district

#13 · Bhandaracell 4710001521

distance 0.206

#14 · Bhandaracell 4710002487

distance 0.208

#15 · Bhandaracell 4710002183

distance 0.209

#16 · Bhandaracell 4710001412

distance 0.21

#17 · Gondiacell 4760001444

distance 0.21 · cross-district

#18 · Bhandaracell 4710001974

distance 0.211

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":4710002300}}}'

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.