Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003697

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.343

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000002615

distance 0.343 · cross-district

#2 · Chandrapurcell 4730002318

distance 0.411

#3 · Chandrapurcell 4730002179

distance 0.428

#4 · Chandrapurcell 4730002180

distance 0.452

#5 · Yavatmalcell 5000005824

distance 0.457 · cross-district

#6 · Chandrapurcell 4730002757

distance 0.469

#7 · Yavatmalcell 5000002485

distance 0.482 · cross-district

#8 · Yavatmalcell 5000002616

distance 0.49 · cross-district

#9 · Yavatmalcell 5000001778

distance 0.493 · cross-district

#10 · Nashikcell 4870008074

distance 0.493 · cross-district

#11 · Yavatmalcell 5000002974

distance 0.504 · cross-district

#12 · Akolacell 4670000476

distance 0.506 · cross-district

#13 · Nagpurcell 4840006724

distance 0.507 · cross-district

#14 · Nashikcell 4870004059

distance 0.507 · cross-district

#15 · Chandrapurcell 4730000045

distance 0.509

#16 · Buldhanacell 4720000338

distance 0.513 · cross-district

#17 · Yavatmalcell 5000005499

distance 0.513 · cross-district

#18 · Chandrapurcell 4730002754

distance 0.516

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":4730003697}}}'

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.