Bhārata Strata · Maharashtra · Akola · morphological twins

Places like cell 4670000009

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 8 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.171

lower = more alike (weighted)

The twins, closest first

#1 · Akolacell 4670000003

distance 0.171

#2 · Nandedcell 4850008234

distance 0.203 · cross-district

#3 · Akolacell 4670000062

distance 0.224

#4 · Washimcell 4990002685

distance 0.236 · cross-district

#5 · Akolacell 4670000024

distance 0.24

#6 · Buldhanacell 4720002559

distance 0.247 · cross-district

#7 · Nandedcell 4850008303

distance 0.251 · cross-district

#8 · Buldhanacell 4720002829

distance 0.256 · cross-district

#9 · Nandedcell 4850008613

distance 0.257 · cross-district

#10 · Nandedcell 4850008356

distance 0.257 · cross-district

#11 · Akolacell 4670000015

distance 0.266

#12 · Amravaticell 4680009372

distance 0.267 · cross-district

#13 · Washimcell 4990002764

distance 0.268 · cross-district

#14 · Nandedcell 4850007383

distance 0.271 · cross-district

#15 · Akolacell 4670000010

distance 0.271

#16 · Parbhanicell 4890000143

distance 0.272 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690008096

distance 0.276 · cross-district

#18 · Beedcell 4700006226

distance 0.276 · 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":4670000009}}}'

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.