Bhārata Strata · Maharashtra · Jalna · morphological twins

Places like cell 4790004209

The MH-36 locality cells most similar to this Jalna 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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.344

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790004131

distance 0.344

#2 · Jalnacell 4790003629

distance 0.354

#3 · Buldhanacell 4720000751

distance 0.36 · cross-district

#4 · Solapurcell 4960011261

distance 0.365 · cross-district

#5 · Solapurcell 4960002932

distance 0.37 · cross-district

#6 · Kolhapurcell 4800004175

distance 0.37 · cross-district

#7 · Laturcell 4810003052

distance 0.38 · cross-district

#8 · Dharashivcell 4880002403

distance 0.38 · cross-district

#9 · Laturcell 4810003323

distance 0.381 · cross-district

#10 · Buldhanacell 4720000879

distance 0.386 · cross-district

#11 · Solapurcell 4960005064

distance 0.389 · cross-district

#12 · Nashikcell 4870003570

distance 0.396 · cross-district

#13 · Solapurcell 4960005364

distance 0.402 · cross-district

#14 · Solapurcell 4960004848

distance 0.403 · cross-district

#15 · Nashikcell 4870012155

distance 0.405 · cross-district

#16 · Jalgaoncell 4780001679

distance 0.406 · cross-district

#17 · Solapurcell 4960003885

distance 0.407 · cross-district

#18 · Parbhanicell 4890003064

distance 0.407 · 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":479,"cluster_id":4790004209}}}'

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.