Bhārata Strata · Maharashtra · Akola · morphological twins

Places like cell 4670003821

The MH-36 locality cells most similar to this Akola 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

0.94

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.115

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680001284

distance 0.115 · cross-district

#2 · Buldhanacell 4720006138

distance 0.143 · cross-district

#3 · Amravaticell 4680003734

distance 0.145 · cross-district

#4 · Akolacell 4670000330

distance 0.147

#5 · Akolacell 4670003670

distance 0.148

#6 · Buldhanacell 4720005459

distance 0.15 · cross-district

#7 · Akolacell 4670004124

distance 0.156

#8 · Buldhanacell 4720004729

distance 0.158 · cross-district

#9 · Akolacell 4670004187

distance 0.16

#10 · Amravaticell 4680000585

distance 0.161 · cross-district

#11 · Amravaticell 4680001570

distance 0.163 · cross-district

#12 · Akolacell 4670004229

distance 0.164

#13 · Akolacell 4670004050

distance 0.164

#14 · Akolacell 4670004115

distance 0.171

#15 · Amravaticell 4680000936

distance 0.172 · cross-district

#16 · Buldhanacell 4720006815

distance 0.172 · cross-district

#17 · Akolacell 4670004087

distance 0.173

#18 · Akolacell 4670003801

distance 0.175

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":467,"cluster_id":4670003821}}}'

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.