Bhārata Strata · Maharashtra · Akola · morphological twins

Places like cell 4670004331

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 7 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.154

lower = more alike (weighted)

The twins, closest first

#1 · Akolacell 4670004327

distance 0.154

#2 · Akolacell 4670004417

distance 0.199

#3 · Akolacell 4670004291

distance 0.207

#4 · Solapurcell 4960009703

distance 0.208 · cross-district

#5 · Buldhanacell 4720008069

distance 0.208 · cross-district

#6 · Solapurcell 4960010838

distance 0.211 · cross-district

#7 · Solapurcell 4960002826

distance 0.213 · cross-district

#8 · Buldhanacell 4720006009

distance 0.214 · cross-district

#9 · Chandrapurcell 4730002282

distance 0.215 · cross-district

#10 · Amravaticell 4680002342

distance 0.218 · cross-district

#11 · Solapurcell 4960009616

distance 0.218 · cross-district

#12 · Akolacell 4670004294

distance 0.218

#13 · Jalgaoncell 4780008260

distance 0.221 · cross-district

#14 · Buldhanacell 4720008029

distance 0.223 · cross-district

#15 · Solapurcell 4960009220

distance 0.224 · cross-district

#16 · Ahmednagarcell 4660002036

distance 0.225 · cross-district

#17 · Buldhanacell 4720007819

distance 0.226 · cross-district

#18 · Solapurcell 4960009605

distance 0.227 · 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":4670004331}}}'

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.