Bhārata Strata · Maharashtra · Latur · morphological twins

Places like cell 4810000331

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.186

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720004088

distance 0.186 · cross-district

#2 · Laturcell 4810000042

distance 0.194

#3 · Sanglicell 4930005543

distance 0.228 · cross-district

#4 · Laturcell 4810000536

distance 0.228

#5 · Buldhanacell 4720003482

distance 0.229 · cross-district

#6 · Sanglicell 4930005475

distance 0.23 · cross-district

#7 · Buldhanacell 4720003454

distance 0.236 · cross-district

#8 · Solapurcell 4960001034

distance 0.236 · cross-district

#9 · Buldhanacell 4720004081

distance 0.237 · cross-district

#10 · Buldhanacell 4720006283

distance 0.237 · cross-district

#11 · Ahmednagarcell 4660014124

distance 0.237 · cross-district

#12 · Solapurcell 4960002379

distance 0.24 · cross-district

#13 · Dharashivcell 4880001372

distance 0.242 · cross-district

#14 · Dharashivcell 4880001716

distance 0.245 · cross-district

#15 · Washimcell 4990004112

distance 0.246 · cross-district

#16 · Laturcell 4810000540

distance 0.246

#17 · Beedcell 4700000810

distance 0.246 · cross-district

#18 · Buldhanacell 4720003314

distance 0.247 · 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":4810000331}}}'

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.