Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730008426

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

0.122

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730007306

distance 0.122

#2 · Chandrapurcell 4730007780

distance 0.13

#3 · Chandrapurcell 4730007330

distance 0.131

#4 · Chandrapurcell 4730007779

distance 0.159

#5 · Chandrapurcell 4730007445

distance 0.173

#6 · Chandrapurcell 4730007305

distance 0.18

#7 · Nagpurcell 4840000322

distance 0.182 · cross-district

#8 · Nagpurcell 4840000367

distance 0.184 · cross-district

#9 · Nagpurcell 4840000579

distance 0.185 · cross-district

#10 · Nagpurcell 4840000414

distance 0.187 · cross-district

#11 · Wardhacell 4980001396

distance 0.187 · cross-district

#12 · Chandrapurcell 4730007406

distance 0.191

#13 · Nagpurcell 4840000321

distance 0.193 · cross-district

#14 · Yavatmalcell 5000006818

distance 0.195 · cross-district

#15 · Wardhacell 4980001491

distance 0.197 · cross-district

#16 · Chandrapurcell 4730008133

distance 0.197

#17 · Yavatmalcell 5000006817

distance 0.198 · cross-district

#18 · Chandrapurcell 4730007419

distance 0.2

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":4730008426}}}'

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.