Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002121

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

0.118

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730001797

distance 0.118

#2 · Chandrapurcell 4730002118

distance 0.136

#3 · Chandrapurcell 4730000811

distance 0.147

#4 · Chandrapurcell 4730000977

distance 0.164

#5 · Chandrapurcell 4730000725

distance 0.172

#6 · Chandrapurcell 4730002187

distance 0.192

#7 · Chandrapurcell 4730000648

distance 0.202

#8 · Chandrapurcell 4730001720

distance 0.209

#9 · Chandrapurcell 4730001529

distance 0.212

#10 · Chandrapurcell 4730001349

distance 0.212

#11 · Nagpurcell 4840003422

distance 0.212 · cross-district

#12 · Chandrapurcell 4730001963

distance 0.213

#13 · Nagpurcell 4840000830

distance 0.221 · cross-district

#14 · Chandrapurcell 4730000886

distance 0.221

#15 · Chandrapurcell 4730000341

distance 0.223

#16 · Chandrapurcell 4730001782

distance 0.223

#17 · Chandrapurcell 4730000975

distance 0.223

#18 · Chandrapurcell 4730001714

distance 0.227

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":4730002121}}}'

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.