Bhārata Strata · Maharashtra · Latur · morphological twins

Places like cell 4810000042

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.13

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810000536

distance 0.13

#2 · Laturcell 4810000652

distance 0.155

#3 · Buldhanacell 4720003454

distance 0.185 · cross-district

#4 · Laturcell 4810000331

distance 0.194

#5 · Solapurcell 4960005233

distance 0.198 · cross-district

#6 · Buldhanacell 4720003141

distance 0.2 · cross-district

#7 · Akolacell 4670000640

distance 0.201 · cross-district

#8 · Dharashivcell 4880005479

distance 0.205 · cross-district

#9 · Dharashivcell 4880000313

distance 0.206 · cross-district

#10 · Laturcell 4810000484

distance 0.206

#11 · Buldhanacell 4720004007

distance 0.207 · cross-district

#12 · Buldhanacell 4720003314

distance 0.208 · cross-district

#13 · Buldhanacell 4720003380

distance 0.21 · cross-district

#14 · Buldhanacell 4720003690

distance 0.21 · cross-district

#15 · Dharashivcell 4880004269

distance 0.211 · cross-district

#16 · Solapurcell 4960000104

distance 0.212 · cross-district

#17 · Sanglicell 4930005460

distance 0.218 · cross-district

#18 · Solapurcell 4960001034

distance 0.219 · 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":4810000042}}}'

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.