Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007612

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

0.111

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730007840

distance 0.111

#2 · Wardhacell 4980001279

distance 0.135 · cross-district

#3 · Yavatmalcell 5000009927

distance 0.144 · cross-district

#4 · Wardhacell 4980001580

distance 0.145 · cross-district

#5 · Wardhacell 4980001285

distance 0.148 · cross-district

#6 · Wardhacell 4980000527

distance 0.151 · cross-district

#7 · Yavatmalcell 5000007138

distance 0.155 · cross-district

#8 · Wardhacell 4980001189

distance 0.161 · cross-district

#9 · Wardhacell 4980001574

distance 0.162 · cross-district

#10 · Yavatmalcell 5000005278

distance 0.167 · cross-district

#11 · Wardhacell 4980000462

distance 0.171 · cross-district

#12 · Chandrapurcell 4730007514

distance 0.173

#13 · Nagpurcell 4840001536

distance 0.175 · cross-district

#14 · Wardhacell 4980000162

distance 0.177 · cross-district

#15 · Chandrapurcell 4730006493

distance 0.178

#16 · Chandrapurcell 4730007175

distance 0.181

#17 · Wardhacell 4980000841

distance 0.183 · cross-district

#18 · Nagpurcell 4840000214

distance 0.185 · 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":4730007612}}}'

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.