Bhārata Strata · Maharashtra · Akola · morphological twins

Places like cell 4670000140

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 10 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.222

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840001328

distance 0.222 · cross-district

#2 · Akolacell 4670000267

distance 0.251

#3 · Nagpurcell 4840008380

distance 0.267 · cross-district

#4 · Akolacell 4670000200

distance 0.289

#5 · Washimcell 4990001353

distance 0.291 · cross-district

#6 · Akolacell 4670000139

distance 0.3

#7 · Nandedcell 4850006889

distance 0.306 · cross-district

#8 · Hingolicell 4770001506

distance 0.306 · cross-district

#9 · Ahmednagarcell 4660004629

distance 0.308 · cross-district

#10 · Akolacell 4670004612

distance 0.317

#11 · Akolacell 4670000061

distance 0.322

#12 · Chandrapurcell 4730000472

distance 0.322 · cross-district

#13 · Beedcell 4700003281

distance 0.323 · cross-district

#14 · Beedcell 4700003380

distance 0.324 · cross-district

#15 · Akolacell 4670000004

distance 0.33

#16 · Gadchirolicell 4750007395

distance 0.332 · cross-district

#17 · Gadchirolicell 4750003478

distance 0.334 · cross-district

#18 · Yavatmalcell 5000005840

distance 0.334 · 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":4670000140}}}'

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.