Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730008697

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.048

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730008696

distance 0.048

#2 · Chandrapurcell 4730009317

distance 0.1

#3 · Chandrapurcell 4730008771

distance 0.104

#4 · Chandrapurcell 4730009264

distance 0.124

#5 · Chandrapurcell 4730008923

distance 0.141

#6 · Chandrapurcell 4730009066

distance 0.144

#7 · Chandrapurcell 4730008996

distance 0.145

#8 · Chandrapurcell 4730008698

distance 0.15

#9 · Chandrapurcell 4730009137

distance 0.154

#10 · Chandrapurcell 4730008772

distance 0.154

#11 · Chandrapurcell 4730008621

distance 0.157

#12 · Chandrapurcell 4730008619

distance 0.158

#13 · Bhandaracell 4710000442

distance 0.162 · cross-district

#14 · Chandrapurcell 4730009131

distance 0.163

#15 · Bhandaracell 4710001723

distance 0.165 · cross-district

#16 · Chandrapurcell 4730008922

distance 0.167

#17 · Nagpurcell 4840000286

distance 0.173 · cross-district

#18 · Nagpurcell 4840000156

distance 0.179 · 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":4730008697}}}'

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.