Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003605

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 11 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.364

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730002956

distance 0.364

#2 · Chhatrapati Sambhajinagarcell 4690003217

distance 0.426 · cross-district

#3 · Kolhapurcell 4800003950

distance 0.43 · cross-district

#4 · Solapurcell 4960002934

distance 0.43 · cross-district

#5 · Solapurcell 4960009961

distance 0.451 · cross-district

#6 · Jalgaoncell 4780005890

distance 0.46 · cross-district

#7 · Solapurcell 4960009489

distance 0.463 · cross-district

#8 · Parbhanicell 4890004170

distance 0.469 · cross-district

#9 · Nashikcell 4870010715

distance 0.473 · cross-district

#10 · Punecell 4900005663

distance 0.474 · cross-district

#11 · Buldhanacell 4720006929

distance 0.474 · cross-district

#12 · Kolhapurcell 4800003800

distance 0.475 · cross-district

#13 · Punecell 4900002623

distance 0.477 · cross-district

#14 · Chandrapurcell 4730003380

distance 0.479

#15 · Jalgaoncell 4780006219

distance 0.481 · cross-district

#16 · Akolacell 4670002133

distance 0.481 · cross-district

#17 · Nagpurcell 4840003100

distance 0.482 · cross-district

#18 · Parbhanicell 4890004114

distance 0.482 · 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":4730003605}}}'

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.