Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730001910

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

0.051

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730001830

distance 0.051

#2 · Chandrapurcell 4730002158

distance 0.09

#3 · Yavatmalcell 5000002349

distance 0.091 · cross-district

#4 · Chandrapurcell 4730002165

distance 0.094

#5 · Chandrapurcell 4730002232

distance 0.097

#6 · Yavatmalcell 5000001483

distance 0.098 · cross-district

#7 · Yavatmalcell 5000002466

distance 0.099 · cross-district

#8 · Yavatmalcell 5000001608

distance 0.101 · cross-district

#9 · Chandrapurcell 4730001911

distance 0.101

#10 · Chandrapurcell 4730002161

distance 0.106

#11 · Chandrapurcell 4730003945

distance 0.112

#12 · Yavatmalcell 5000001546

distance 0.112 · cross-district

#13 · Yavatmalcell 5000002474

distance 0.116 · cross-district

#14 · Chandrapurcell 4730002234

distance 0.116

#15 · Yavatmalcell 5000001615

distance 0.116 · cross-district

#16 · Chandrapurcell 4730002157

distance 0.117

#17 · Chandrapurcell 4730003761

distance 0.117

#18 · Yavatmalcell 5000002335

distance 0.12 · 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":4730001910}}}'

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.