Bhārata Strata · Maharashtra · Akola · morphological twins

Places like cell 4670002135

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

0.187

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720005354

distance 0.187 · cross-district

#2 · Jalgaoncell 4780004180

distance 0.193 · cross-district

#3 · Akolacell 4670003238

distance 0.198

#4 · Amravaticell 4680003073

distance 0.206 · cross-district

#5 · Jalgaoncell 4780003304

distance 0.215 · cross-district

#6 · Nagpurcell 4840003369

distance 0.235 · cross-district

#7 · Buldhanacell 4720006014

distance 0.235 · cross-district

#8 · Akolacell 4670001702

distance 0.236

#9 · Solapurcell 4960001920

distance 0.243 · cross-district

#10 · Akolacell 4670001218

distance 0.248

#11 · Solapurcell 4960011023

distance 0.25 · cross-district

#12 · Nagpurcell 4840004478

distance 0.254 · cross-district

#13 · Amravaticell 4680006174

distance 0.266 · cross-district

#14 · Akolacell 4670001850

distance 0.266

#15 · Amravaticell 4680002983

distance 0.267 · cross-district

#16 · Nagpurcell 4840006344

distance 0.269 · cross-district

#17 · Jalgaoncell 4780005789

distance 0.27 · cross-district

#18 · Buldhanacell 4720005937

distance 0.27 · 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":4670002135}}}'

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.