Bhārata Strata · Maharashtra · Akola · morphological twins

Places like cell 4670001821

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 6 distinct districts

Index confidence

0.94

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.102

lower = more alike (weighted)

The twins, closest first

#1 · Akolacell 4670002137

distance 0.102

#2 · Akolacell 4670002310

distance 0.152

#3 · Akolacell 4670002370

distance 0.156

#4 · Buldhanacell 4720005549

distance 0.162 · cross-district

#5 · Akolacell 4670002288

distance 0.167

#6 · Amravaticell 4680001504

distance 0.173 · cross-district

#7 · Buldhanacell 4720005181

distance 0.174 · cross-district

#8 · Akolacell 4670002703

distance 0.18

#9 · Akolacell 4670003289

distance 0.193

#10 · Buldhanacell 4720007399

distance 0.197 · cross-district

#11 · Beedcell 4700005578

distance 0.199 · cross-district

#12 · Buldhanacell 4720005255

distance 0.205 · cross-district

#13 · Amravaticell 4680002986

distance 0.208 · cross-district

#14 · Buldhanacell 4720005400

distance 0.214 · cross-district

#15 · Parbhanicell 4890000738

distance 0.215 · cross-district

#16 · Buldhanacell 4720005180

distance 0.217 · cross-district

#17 · Amravaticell 4680001606

distance 0.218 · cross-district

#18 · Nashikcell 4870011449

distance 0.223 · 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":467,"cluster_id":4670001821}}}'

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.