Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002224

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.153

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710002322

distance 0.153

#2 · Bhandaracell 4710002002

distance 0.19

#3 · Bhandaracell 4710002148

distance 0.216

#4 · Bhandaracell 4710001567

distance 0.227

#5 · Amravaticell 4680010162

distance 0.229 · cross-district

#6 · Gondiacell 4760002458

distance 0.237 · cross-district

#7 · Gondiacell 4760002540

distance 0.238 · cross-district

#8 · Bhandaracell 4710002223

distance 0.238

#9 · Bhandaracell 4710003303

distance 0.244

#10 · Bhandaracell 4710003213

distance 0.247

#11 · Bhandaracell 4710002274

distance 0.247

#12 · Bhandaracell 4710002305

distance 0.248

#13 · Bhandaracell 4710003163

distance 0.251

#14 · Bhandaracell 4710002168

distance 0.253

#15 · Bhandaracell 4710003166

distance 0.254

#16 · Bhandaracell 4710003515

distance 0.259

#17 · Amravaticell 4680008865

distance 0.26 · cross-district

#18 · Gondiacell 4760002702

distance 0.262 · cross-district

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":4710002224}}}'

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.