Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002820

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

0.183

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730003165

distance 0.183

#2 · Chandrapurcell 4730002759

distance 0.209

#3 · Chandrapurcell 4730002509

distance 0.221

#4 · Chandrapurcell 4730002758

distance 0.222

#5 · Chandrapurcell 4730002253

distance 0.244

#6 · Chandrapurcell 4730002816

distance 0.249

#7 · Nandedcell 4850006888

distance 0.251 · cross-district

#8 · Yavatmalcell 5000002906

distance 0.253 · cross-district

#9 · Yavatmalcell 5000006125

distance 0.261 · cross-district

#10 · Yavatmalcell 5000003398

distance 0.267 · cross-district

#11 · Chandrapurcell 4730002635

distance 0.271

#12 · Yavatmalcell 5000003578

distance 0.273 · cross-district

#13 · Yavatmalcell 5000002759

distance 0.273 · cross-district

#14 · Chandrapurcell 4730002634

distance 0.276

#15 · Chandrapurcell 4730002822

distance 0.278

#16 · Gadchirolicell 4750006315

distance 0.284 · cross-district

#17 · Yavatmalcell 5000004644

distance 0.284 · cross-district

#18 · Hingolicell 4770002405

distance 0.288 · 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":4730002820}}}'

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.