Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005940

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

0.192

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730005931

distance 0.192

#2 · Chandrapurcell 4730005105

distance 0.204

#3 · Chandrapurcell 4730006054

distance 0.21

#4 · Chandrapurcell 4730005824

distance 0.217

#5 · Chandrapurcell 4730005939

distance 0.225

#6 · Chandrapurcell 4730006162

distance 0.229

#7 · Chandrapurcell 4730006173

distance 0.236

#8 · Chandrapurcell 4730005202

distance 0.239

#9 · Chandrapurcell 4730003971

distance 0.243

#10 · Yavatmalcell 5000007788

distance 0.249 · cross-district

#11 · Gadchirolicell 4750004593

distance 0.26 · cross-district

#12 · Yavatmalcell 5000007150

distance 0.26 · cross-district

#13 · Yavatmalcell 5000002576

distance 0.261 · cross-district

#14 · Chandrapurcell 4730006401

distance 0.262

#15 · Chandrapurcell 4730006163

distance 0.263

#16 · Chandrapurcell 4730006518

distance 0.265

#17 · Chandrapurcell 4730005501

distance 0.266

#18 · Chandrapurcell 4730005935

distance 0.267

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":4730005940}}}'

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.