Bhārata Strata · Maharashtra · Akola · morphological twins

Places like cell 4670004458

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

0.16

lower = more alike (weighted)

The twins, closest first

#1 · Akolacell 4670004473

distance 0.16

#2 · Amravaticell 4680005380

distance 0.168 · cross-district

#3 · Akolacell 4670004419

distance 0.17

#4 · Amravaticell 4680007042

distance 0.174 · cross-district

#5 · Buldhanacell 4720004987

distance 0.178 · cross-district

#6 · Akolacell 4670004334

distance 0.186

#7 · Akolacell 4670000889

distance 0.186

#8 · Akolacell 4670004457

distance 0.187

#9 · Amravaticell 4680004683

distance 0.188 · cross-district

#10 · Akolacell 4670004461

distance 0.19

#11 · Chandrapurcell 4730004610

distance 0.194 · cross-district

#12 · Akolacell 4670004427

distance 0.197

#13 · Akolacell 4670004494

distance 0.197

#14 · Parbhanicell 4890004814

distance 0.197 · cross-district

#15 · Hingolicell 4770003574

distance 0.198 · cross-district

#16 · Akolacell 4670000623

distance 0.198

#17 · Nagpurcell 4840007228

distance 0.199 · cross-district

#18 · Akolacell 4670004496

distance 0.2

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":4670004458}}}'

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.