Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002693

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.101

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730002636

distance 0.101

#2 · Chandrapurcell 4730002570

distance 0.136

#3 · Chandrapurcell 4730002441

distance 0.145

#4 · Chandrapurcell 4730002827

distance 0.152

#5 · Chandrapurcell 4730002899

distance 0.159

#6 · Chandrapurcell 4730003609

distance 0.162

#7 · Chandrapurcell 4730003608

distance 0.162

#8 · Chandrapurcell 4730002760

distance 0.167

#9 · Chandrapurcell 4730002829

distance 0.169

#10 · Chandrapurcell 4730003689

distance 0.17

#11 · Chandrapurcell 4730003172

distance 0.171

#12 · Yavatmalcell 5000002477

distance 0.177 · cross-district

#13 · Chandrapurcell 4730002825

distance 0.181

#14 · Chandrapurcell 4730002688

distance 0.186

#15 · Nagpurcell 4840005076

distance 0.187 · cross-district

#16 · Nandedcell 4850001879

distance 0.192 · cross-district

#17 · Jalgaoncell 4780007184

distance 0.199 · cross-district

#18 · Chandrapurcell 4730003039

distance 0.202

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":4730002693}}}'

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.