Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003232

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.146

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730003297

distance 0.146

#2 · Chandrapurcell 4730003954

distance 0.167

#3 · Chandrapurcell 4730003679

distance 0.184

#4 · Chandrapurcell 4730003118

distance 0.187

#5 · Chandrapurcell 4730002573

distance 0.192

#6 · Chandrapurcell 4730003321

distance 0.204

#7 · Chandrapurcell 4730003786

distance 0.205

#8 · Chandrapurcell 4730003320

distance 0.209

#9 · Chandrapurcell 4730003448

distance 0.209

#10 · Chandrapurcell 4730003598

distance 0.209

#11 · Chandrapurcell 4730002826

distance 0.209

#12 · Chandrapurcell 4730003953

distance 0.217

#13 · Chandrapurcell 4730003389

distance 0.218

#14 · Yavatmalcell 5000004820

distance 0.219 · cross-district

#15 · Chandrapurcell 4730004047

distance 0.221

#16 · Chandrapurcell 4730003765

distance 0.226

#17 · Chandrapurcell 4730004051

distance 0.228

#18 · Chandrapurcell 4730001643

distance 0.228

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":4730003232}}}'

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.