Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007608

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 10 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.348

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840003784

distance 0.348 · cross-district

#2 · Wardhacell 4980000804

distance 0.359 · cross-district

#3 · Nagpurcell 4840003687

distance 0.378 · cross-district

#4 · Chandrapurcell 4730006142

distance 0.379

#5 · Yavatmalcell 5000005491

distance 0.409 · cross-district

#6 · Nagpurcell 4840003691

distance 0.422 · cross-district

#7 · Nashikcell 4870006785

distance 0.443 · cross-district

#8 · Nagpurcell 4840006558

distance 0.459 · cross-district

#9 · Chandrapurcell 4730002002

distance 0.461

#10 · Solapurcell 4960006824

distance 0.464 · cross-district

#11 · Nagpurcell 4840004101

distance 0.479 · cross-district

#12 · Gadchirolicell 4750005857

distance 0.492 · cross-district

#13 · Solapurcell 4960006588

distance 0.494 · cross-district

#14 · Nagpurcell 4840006780

distance 0.495 · cross-district

#15 · Akolacell 4670002471

distance 0.495 · cross-district

#16 · Solapurcell 4960006182

distance 0.497 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690004879

distance 0.497 · cross-district

#18 · Washimcell 4990001152

distance 0.5 · 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":4730007608}}}'

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.