Bhārata Strata · Maharashtra · Akola · morphological twins

Places like cell 4670002012

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 9 distinct districts

Index confidence

0.95

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.194

lower = more alike (weighted)

The twins, closest first

#1 · Akolacell 4670003659

distance 0.194

#2 · Chandrapurcell 4730002603

distance 0.214 · cross-district

#3 · Buldhanacell 4720007482

distance 0.222 · cross-district

#4 · Chandrapurcell 4730002416

distance 0.228 · cross-district

#5 · Nandedcell 4850000407

distance 0.229 · cross-district

#6 · Buldhanacell 4720003577

distance 0.24 · cross-district

#7 · Buldhanacell 4720003651

distance 0.241 · cross-district

#8 · Sanglicell 4930004450

distance 0.245 · cross-district

#9 · Ahmednagarcell 4660014152

distance 0.249 · cross-district

#10 · Buldhanacell 4720003470

distance 0.249 · cross-district

#11 · Solapurcell 4960000741

distance 0.251 · cross-district

#12 · Solapurcell 4960000357

distance 0.254 · cross-district

#13 · Ahmednagarcell 4660014236

distance 0.254 · cross-district

#14 · Akolacell 4670002975

distance 0.257

#15 · Akolacell 4670001025

distance 0.264

#16 · Dharashivcell 4880000389

distance 0.265 · cross-district

#17 · Amravaticell 4680000272

distance 0.266 · cross-district

#18 · Akolacell 4670000790

distance 0.266

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":4670002012}}}'

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.