Bhārata Strata · Maharashtra · Akola · morphological twins

Places like cell 4670004397

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.132

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720005450

distance 0.132 · cross-district

#2 · Akolacell 4670004477

distance 0.149

#3 · Akolacell 4670003568

distance 0.158

#4 · Amravaticell 4680005259

distance 0.161 · cross-district

#5 · Amravaticell 4680001068

distance 0.179 · cross-district

#6 · Buldhanacell 4720003891

distance 0.183 · cross-district

#7 · Amravaticell 4680005253

distance 0.185 · cross-district

#8 · Washimcell 4990000651

distance 0.187 · cross-district

#9 · Jalnacell 4790000584

distance 0.188 · cross-district

#10 · Parbhanicell 4890004553

distance 0.19 · cross-district

#11 · Buldhanacell 4720006945

distance 0.193 · cross-district

#12 · Buldhanacell 4720004933

distance 0.193 · cross-district

#13 · Amravaticell 4680004913

distance 0.197 · cross-district

#14 · Buldhanacell 4720008149

distance 0.198 · cross-district

#15 · Akolacell 4670004440

distance 0.205

#16 · Akolacell 4670000180

distance 0.205

#17 · Amravaticell 4680000932

distance 0.209 · cross-district

#18 · Washimcell 4990000898

distance 0.209 · 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":4670004397}}}'

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.