Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005350

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.088

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730007240

distance 0.088

#2 · Chandrapurcell 4730005156

distance 0.094

#3 · Chandrapurcell 4730005351

distance 0.113

#4 · Chandrapurcell 4730005255

distance 0.118

#5 · Chandrapurcell 4730005253

distance 0.135

#6 · Chandrapurcell 4730005141

distance 0.145

#7 · Chandrapurcell 4730004776

distance 0.153

#8 · Chandrapurcell 4730004786

distance 0.161

#9 · Chandrapurcell 4730007106

distance 0.164

#10 · Bhandaracell 4710000699

distance 0.166 · cross-district

#11 · Chandrapurcell 4730007239

distance 0.169

#12 · Chandrapurcell 4730004877

distance 0.174

#13 · Chandrapurcell 4730007357

distance 0.175

#14 · Chandrapurcell 4730004785

distance 0.177

#15 · Bhandaracell 4710000385

distance 0.178 · cross-district

#16 · Bhandaracell 4710000738

distance 0.179 · cross-district

#17 · Chandrapurcell 4730004872

distance 0.183

#18 · Bhandaracell 4710000475

distance 0.183 · 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":4730005350}}}'

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.