Bhārata Strata · Maharashtra · Akola · morphological twins

Places like cell 4670002021

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 4 distinct districts

Index confidence

0.95

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.138

lower = more alike (weighted)

The twins, closest first

#1 · Akolacell 4670002316

distance 0.138

#2 · Buldhanacell 4720007230

distance 0.139 · cross-district

#3 · Akolacell 4670001599

distance 0.149

#4 · Akolacell 4670002383

distance 0.158

#5 · Buldhanacell 4720007042

distance 0.166 · cross-district

#6 · Akolacell 4670002020

distance 0.174

#7 · Akolacell 4670002481

distance 0.175

#8 · Amravaticell 4680001737

distance 0.176 · cross-district

#9 · Amravaticell 4680001505

distance 0.181 · cross-district

#10 · Akolacell 4670003499

distance 0.185

#11 · Akolacell 4670001943

distance 0.186

#12 · Nandedcell 4850004488

distance 0.187 · cross-district

#13 · Akolacell 4670003289

distance 0.189

#14 · Amravaticell 4680003964

distance 0.19 · cross-district

#15 · Akolacell 4670004300

distance 0.195

#16 · Akolacell 4670004587

distance 0.196

#17 · Nandedcell 4850004498

distance 0.197 · cross-district

#18 · Akolacell 4670002412

distance 0.198

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":4670002021}}}'

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.