Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007561

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

0.076

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730007890

distance 0.076

#2 · Chandrapurcell 4730008427

distance 0.086

#3 · Chandrapurcell 4730008099

distance 0.094

#4 · Chandrapurcell 4730007989

distance 0.095

#5 · Chandrapurcell 4730007667

distance 0.095

#6 · Chandrapurcell 4730007991

distance 0.113

#7 · Chandrapurcell 4730008271

distance 0.115

#8 · Chandrapurcell 4730008175

distance 0.116

#9 · Chandrapurcell 4730008089

distance 0.117

#10 · Chandrapurcell 4730009022

distance 0.121

#11 · Chandrapurcell 4730007668

distance 0.128

#12 · Chandrapurcell 4730007778

distance 0.129

#13 · Chandrapurcell 4730007893

distance 0.132

#14 · Chandrapurcell 4730007990

distance 0.134

#15 · Chandrapurcell 4730008090

distance 0.136

#16 · Chandrapurcell 4730007679

distance 0.142

#17 · Nagpurcell 4840000143

distance 0.144 · cross-district

#18 · Chandrapurcell 4730009340

distance 0.145

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":4730007561}}}'

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.