Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002140

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

0.118

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730001559

distance 0.118

#2 · Chandrapurcell 4730002605

distance 0.123

#3 · Chandrapurcell 4730000497

distance 0.129

#4 · Chandrapurcell 4730002610

distance 0.129

#5 · Chandrapurcell 4730001896

distance 0.137

#6 · Chandrapurcell 4730002794

distance 0.144

#7 · Chandrapurcell 4730000907

distance 0.146

#8 · Chandrapurcell 4730002729

distance 0.149

#9 · Chandrapurcell 4730003002

distance 0.164

#10 · Chandrapurcell 4730003003

distance 0.166

#11 · Chandrapurcell 4730000749

distance 0.169

#12 · Akolacell 4670000631

distance 0.171 · cross-district

#13 · Akolacell 4670000306

distance 0.175 · cross-district

#14 · Akolacell 4670000756

distance 0.178 · cross-district

#15 · Akolacell 4670002112

distance 0.179 · cross-district

#16 · Chandrapurcell 4730002480

distance 0.18

#17 · Chandrapurcell 4730002662

distance 0.182

#18 · Yavatmalcell 5000004134

distance 0.182 · 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":4730002140}}}'

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.