Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003100

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.221

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730002891

distance 0.221

#2 · Chandrapurcell 4730003171

distance 0.225

#3 · Chandrapurcell 4730003860

distance 0.225

#4 · Parbhanicell 4890003589

distance 0.232 · cross-district

#5 · Chandrapurcell 4730003681

distance 0.234

#6 · Chandrapurcell 4730003455

distance 0.236

#7 · Chandrapurcell 4730002892

distance 0.238

#8 · Chandrapurcell 4730002828

distance 0.239

#9 · Nandedcell 4850004139

distance 0.243 · cross-district

#10 · Chandrapurcell 4730003170

distance 0.249

#11 · Chandrapurcell 4730002886

distance 0.25

#12 · Chandrapurcell 4730005300

distance 0.25

#13 · Chandrapurcell 4730003038

distance 0.252

#14 · Chandrapurcell 4730002973

distance 0.253

#15 · Chandrapurcell 4730003027

distance 0.256

#16 · Chandrapurcell 4730003103

distance 0.259

#17 · Chandrapurcell 4730003303

distance 0.261

#18 · Nandedcell 4850004217

distance 0.261 · 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":4730003100}}}'

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.