Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004463

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 1 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.055

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730004464

distance 0.055

#2 · Chandrapurcell 4730004552

distance 0.106

#3 · Chandrapurcell 4730004454

distance 0.142

#4 · Chandrapurcell 4730004560

distance 0.156

#5 · Chandrapurcell 4730004548

distance 0.159

#6 · Chandrapurcell 4730004540

distance 0.163

#7 · Chandrapurcell 4730004447

distance 0.163

#8 · Chandrapurcell 4730004562

distance 0.168

#9 · Chandrapurcell 4730004543

distance 0.169

#10 · Chandrapurcell 4730004443

distance 0.171

#11 · Chandrapurcell 4730004542

distance 0.171

#12 · Chandrapurcell 4730004461

distance 0.18

#13 · Chandrapurcell 4730006782

distance 0.195

#14 · Chandrapurcell 4730004546

distance 0.196

#15 · Chandrapurcell 4730006895

distance 0.201

#16 · Chandrapurcell 4730006676

distance 0.204

#17 · Chandrapurcell 4730004547

distance 0.206

#18 · Chandrapurcell 4730004561

distance 0.208

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":4730004463}}}'

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.