Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001188

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 4 distinct districts

Index confidence

0.91

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 · Bhandaracell 4710001189

distance 0.171

#2 · Bhandaracell 4710001787

distance 0.189

#3 · Bhandaracell 4710001234

distance 0.192

#4 · Gondiacell 4760003505

distance 0.199 · cross-district

#5 · Bhandaracell 4710001058

distance 0.206

#6 · Bhandaracell 4710001027

distance 0.207

#7 · Bhandaracell 4710000882

distance 0.222

#8 · Bhandaracell 4710001116

distance 0.223

#9 · Bhandaracell 4710000305

distance 0.223

#10 · Gondiacell 4760002782

distance 0.224 · cross-district

#11 · Bhandaracell 4710001029

distance 0.224

#12 · Nagpurcell 4840006342

distance 0.225 · cross-district

#13 · Gondiacell 4760002866

distance 0.227 · cross-district

#14 · Bhandaracell 4710001052

distance 0.232

#15 · Bhandaracell 4710000306

distance 0.241

#16 · Chandrapurcell 4730007620

distance 0.242 · cross-district

#17 · Bhandaracell 4710002779

distance 0.245

#18 · Bhandaracell 4710000986

distance 0.246

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":4710001188}}}'

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.