Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003570

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.136

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730003887

distance 0.136

#2 · Chandrapurcell 4730002736

distance 0.137

#3 · Yavatmalcell 5000008729

distance 0.141 · cross-district

#4 · Chandrapurcell 4730002867

distance 0.142

#5 · Yavatmalcell 5000009074

distance 0.147 · cross-district

#6 · Chandrapurcell 4730002737

distance 0.149

#7 · Yavatmalcell 5000007467

distance 0.152 · cross-district

#8 · Yavatmalcell 5000008843

distance 0.154 · cross-district

#9 · Chandrapurcell 4730002938

distance 0.155

#10 · Chandrapurcell 4730006780

distance 0.156

#11 · Yavatmalcell 5000007732

distance 0.156 · cross-district

#12 · Yavatmalcell 5000007983

distance 0.157 · cross-district

#13 · Chandrapurcell 4730002797

distance 0.157

#14 · Yavatmalcell 5000007990

distance 0.158 · cross-district

#15 · Yavatmalcell 5000007735

distance 0.161 · cross-district

#16 · Yavatmalcell 5000008482

distance 0.163 · cross-district

#17 · Washimcell 4990001635

distance 0.169 · cross-district

#18 · Chandrapurcell 4730005295

distance 0.171

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":4730003570}}}'

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.