Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002604

The MH-36 locality cells most similar to this Chandrapur 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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.129

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730002666

distance 0.129

#2 · Chandrapurcell 4730001823

distance 0.138

#3 · Chandrapurcell 4730002732

distance 0.16

#4 · Akolacell 4670004121

distance 0.166 · cross-district

#5 · Chandrapurcell 4730001137

distance 0.17

#6 · Chandrapurcell 4730002544

distance 0.172

#7 · Chandrapurcell 4730001427

distance 0.177

#8 · Akolacell 4670000162

distance 0.185 · cross-district

#9 · Chandrapurcell 4730001418

distance 0.187

#10 · Akolacell 4670004223

distance 0.188 · cross-district

#11 · Chandrapurcell 4730002061

distance 0.193

#12 · Chandrapurcell 4730001987

distance 0.196

#13 · Jalgaoncell 4780006329

distance 0.196 · cross-district

#14 · Nandedcell 4850004431

distance 0.196 · cross-district

#15 · Nandedcell 4850000807

distance 0.197 · cross-district

#16 · Chandrapurcell 4730002413

distance 0.198

#17 · Akolacell 4670000626

distance 0.199 · cross-district

#18 · Washimcell 4990000784

distance 0.199 · 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":473,"cluster_id":4730002604}}}'

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.