Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730006607

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.089

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730006945

distance 0.089

#2 · Chandrapurcell 4730007175

distance 0.132

#3 · Chandrapurcell 4730006493

distance 0.136

#4 · Chandrapurcell 4730007056

distance 0.142

#5 · Chandrapurcell 4730007057

distance 0.149

#6 · Wardhacell 4980000015

distance 0.158 · cross-district

#7 · Yavatmalcell 5000010709

distance 0.161 · cross-district

#8 · Chandrapurcell 4730006944

distance 0.166

#9 · Nagpurcell 4840004256

distance 0.172 · cross-district

#10 · Wardhacell 4980000145

distance 0.174 · cross-district

#11 · Yavatmalcell 5000007138

distance 0.177 · cross-district

#12 · Wardhacell 4980003340

distance 0.182 · cross-district

#13 · Yavatmalcell 5000004028

distance 0.183 · cross-district

#14 · Nagpurcell 4840000214

distance 0.185 · cross-district

#15 · Nagpurcell 4840005712

distance 0.187 · cross-district

#16 · Yavatmalcell 5000006623

distance 0.187 · cross-district

#17 · Yavatmalcell 5000010232

distance 0.187 · cross-district

#18 · Wardhacell 4980000162

distance 0.189 · 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":4730006607}}}'

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.