Bhārata Strata · Maharashtra · Latur · morphological twins

Places like cell 4810000430

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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.224

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960006343

distance 0.224 · cross-district

#2 · Solapurcell 4960001932

distance 0.227 · cross-district

#3 · Dharashivcell 4880005767

distance 0.232 · cross-district

#4 · Akolacell 4670000716

distance 0.236 · cross-district

#5 · Dharashivcell 4880004207

distance 0.237 · cross-district

#6 · Buldhanacell 4720003928

distance 0.238 · cross-district

#7 · Akolacell 4670000704

distance 0.239 · cross-district

#8 · Amravaticell 4680001064

distance 0.241 · cross-district

#9 · Akolacell 4670004352

distance 0.242 · cross-district

#10 · Solapurcell 4960011177

distance 0.246 · cross-district

#11 · Ahmednagarcell 4660002961

distance 0.25 · cross-district

#12 · Akolacell 4670001820

distance 0.252 · cross-district

#13 · Washimcell 4990004272

distance 0.253 · cross-district

#14 · Amravaticell 4680003279

distance 0.253 · cross-district

#15 · Solapurcell 4960011106

distance 0.253 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690005958

distance 0.253 · cross-district

#17 · Nandedcell 4850000527

distance 0.256 · cross-district

#18 · Akolacell 4670003520

distance 0.256 · 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":4810000430}}}'

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.