Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007403

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.134

lower = more alike (weighted)

The twins, closest first

#1 · Wardhacell 4980000462

distance 0.134 · cross-district

#2 · Chandrapurcell 4730006922

distance 0.151

#3 · Chandrapurcell 4730007840

distance 0.162

#4 · Chandrapurcell 4730006811

distance 0.168

#5 · Chandrapurcell 4730007728

distance 0.181

#6 · Wardhacell 4980001189

distance 0.188 · cross-district

#7 · Wardhacell 4980000530

distance 0.189 · cross-district

#8 · Wardhacell 4980000680

distance 0.198 · cross-district

#9 · Chandrapurcell 4730007612

distance 0.204

#10 · Wardhacell 4980000827

distance 0.208 · cross-district

#11 · Wardhacell 4980000547

distance 0.212 · cross-district

#12 · Wardhacell 4980001483

distance 0.216 · cross-district

#13 · Wardhacell 4980000527

distance 0.218 · cross-district

#14 · Nagpurcell 4840000809

distance 0.22 · cross-district

#15 · Wardhacell 4980000715

distance 0.22 · cross-district

#16 · Chandrapurcell 4730007175

distance 0.221

#17 · Yavatmalcell 5000009927

distance 0.223 · cross-district

#18 · Wardhacell 4980000744

distance 0.223 · 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":4730007403}}}'

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.