Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002601

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.171

lower = more alike (weighted)

The twins, closest first

#1 · Gondiacell 4760002946

distance 0.171 · cross-district

#2 · Bhandaracell 4710001646

distance 0.176

#3 · Bhandaracell 4710001120

distance 0.201

#4 · Bhandaracell 4710000884

distance 0.209

#5 · Bhandaracell 4710002600

distance 0.211

#6 · Bhandaracell 4710001279

distance 0.211

#7 · Bhandaracell 4710002393

distance 0.216

#8 · Bhandaracell 4710001103

distance 0.222

#9 · Gondiacell 4760003280

distance 0.225 · cross-district

#10 · Bhandaracell 4710001112

distance 0.228

#11 · Bhandaracell 4710002579

distance 0.229

#12 · Gondiacell 4760000802

distance 0.231 · cross-district

#13 · Bhandaracell 4710000885

distance 0.236

#14 · Bhandaracell 4710001697

distance 0.241

#15 · Nagpurcell 4840005770

distance 0.242 · cross-district

#16 · Gondiacell 4760002283

distance 0.245 · cross-district

#17 · Gondiacell 4760003271

distance 0.247 · cross-district

#18 · Bhandaracell 4710002580

distance 0.247

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":4710002601}}}'

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.