Bhārata Strata · Maharashtra · Latur · morphological twins

Places like cell 4810003472

The MH-36 locality cells most similar to this Latur 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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.334

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890002851

distance 0.334 · cross-district

#2 · Parbhanicell 4890002762

distance 0.354 · cross-district

#3 · Kolhapurcell 4800004173

distance 0.36 · cross-district

#4 · Nagpurcell 4840005088

distance 0.365 · cross-district

#5 · Solapurcell 4960004598

distance 0.37 · cross-district

#6 · Solapurcell 4960011182

distance 0.371 · cross-district

#7 · Washimcell 4990001204

distance 0.373 · cross-district

#8 · Nagpurcell 4840003281

distance 0.38 · cross-district

#9 · Nagpurcell 4840004385

distance 0.385 · cross-district

#10 · Buldhanacell 4720006297

distance 0.385 · cross-district

#11 · Nagpurcell 4840003198

distance 0.392 · cross-district

#12 · Dharashivcell 4880002232

distance 0.403 · cross-district

#13 · Solapurcell 4960011104

distance 0.404 · cross-district

#14 · Jalgaoncell 4780006367

distance 0.407 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690003502

distance 0.411 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690003400

distance 0.412 · cross-district

#17 · Yavatmalcell 5000003087

distance 0.418 · cross-district

#18 · Nagpurcell 4840004601

distance 0.424 · 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":481,"cluster_id":4810003472}}}'

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.