Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007906

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

0.073

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730007905

distance 0.073

#2 · Chandrapurcell 4730009317

distance 0.107

#3 · Chandrapurcell 4730008201

distance 0.114

#4 · Chandrapurcell 4730008001

distance 0.127

#5 · Chandrapurcell 4730008106

distance 0.129

#6 · Chandrapurcell 4730008908

distance 0.129

#7 · Chandrapurcell 4730003658

distance 0.13

#8 · Chandrapurcell 4730002943

distance 0.132

#9 · Chandrapurcell 4730009167

distance 0.133

#10 · Chandrapurcell 4730009161

distance 0.135

#11 · Chandrapurcell 4730003157

distance 0.139

#12 · Bhandaracell 4710001714

distance 0.142 · cross-district

#13 · Chandrapurcell 4730008351

distance 0.142

#14 · Chandrapurcell 4730008584

distance 0.143

#15 · Chandrapurcell 4730007797

distance 0.144

#16 · Bhandaracell 4710001571

distance 0.147 · cross-district

#17 · Chandrapurcell 4730003504

distance 0.149

#18 · Bhandaracell 4710001572

distance 0.149 · 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":4730007906}}}'

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.